Generative AI
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Academic Scholarship
Google's new AI tool transforms dense research papers into accessible conversations - try it free - ZDnet
Optimizing Large-Scale AI Model Pre-Training for Academic Research: A Resource-Efficient Approach – MarTech Post
A group of experienced editorial board members struggled to distinguish human versus AI authorship – AHA Journals
AI can carry out qualitative research at unprecedented scale – London School of Economics
Is AI the Answer to Peer Review Problems, or the Problem Itself? – Scholarly Kitchen
Is Detecting genAI in Scholarly Research Beside the Point? – Clear Skies Adam
Unleashing the power of AI in science-key considerations for materials data preparation – Nature
UK Research and Innovation tells reviewers they must not use generative AI – Research Professional News
In which fields can ChatGPT detect journal article quality – ARXIV
Overcoming Skepticism Through Experimentation: The Role of AI in Transforming Peer Review – Scholarly Kitchen
If generative AI accelerates science, peer review needs to catch up - London School of Economics
Some Thoughts on the Promise and Pitfalls of Innovation and Technology in Peer Review - Scholarly Kitchen
Is AI the Answer to Peer Review Problems, or the Problem Itself? - Scholarly Kitchen
Do AI models produce more original ideas than researchers? – Nature
How Gen AI Could Transform Scholarly Publishing: Themes and Reflections from Interviews with Industry Leaders - Scholarly Kitchen
Our findings suggest that AI tools are not yet ready to take on the task of editing academic papers without extensive human intervention to generate useful prompts, evaluate the output, and manage the practicalities. - Science Editor
If AI-generated papers flood the scientific literature, future AI systems may be trained on AI output and undergo model collapse. This means they may become increasingly ineffectual at innovating. - The Conversation
In a set of 300 fake and real scientific papers, the AI-based tool, named 'xFakeSci', detected up to 94 per cent of the fake ones. - Deccan Herald
People will say, I have 100 ideas that I don’t have time for. Get the AI Scientist to do those. - Nature
There are signs that AI evaluations of academic papers could be corrupting the integrity of knowledge production. Up to 17 percent of reviews submitted to prestigious AI conferences in the last year were substantially written by large language models (LLMs), a recent study estimated. - Chronicle of Higher Ed
Google just created a version of its search engine free of all the extra junk it has added over the past decade-plus. All you have to do is add udm=14 to the search URL. - Tedium
It’s possible to switch back to an AI-free search experience. Google has added a new Web tab to its search engine page at the same time as introducing these new AI features. You can configure this kind of web search as the default. - PopSci
In a 2023 Nature survey of more than 1,600 scientists, almost 30% said that they had used generative AI tools to help write (academic) manuscripts. - Nature
The highest-profile research is heavily influenced by cultural forces and career incentives that are not necessarily aligned with the dispassionate pursuit of truth. To get your research published in high-impact journals it helps enormously not to challenge the predominant narrative. Scientific narratives can become entrenched and self-reinforcing. And that’s where we are in climate science. - Chronicle of Higher Ed
How big is science’s fake-paper problem? An unpublished analysis shared with Nature suggests that over the past two decades, more than 400,000 research articles have been published that show strong textual similarities to known studies produced by paper mills. - Nature
The Chinese Academy of Sciences (CAS), the country's top science institute, on Tuesday published new guidelines on the use of artificial intelligence (AI) in scientific research, as part of its efforts to improve scientific integrity and reduce research misconduct, such as data fabrication and plagiarism. - Global Times
Do AI models produce more original ideas than researchers? - Nature
Strengths, Weaknesses, Opportunities, and Threats: A Comprehensive SWOT Analysis of AI and Human Expertise in Peer Review – Scholarly Kitchen
How Are AI Chatbots Changing Scientific Publishing? – Science Friday
New academic AI guidelines aim to curb research misconduct – Global Times
Generative AI-assisted Peer Review in Medical Publications: Opportunities Or Trap – JRIM Publications
GPT-fabricated scientific papers on Google Scholar: preempting evidence manipulation – Harvard
AI Editing: Are We There Yet? - Science Editor – Science Editor
AI tool claims 94% accuracy in telling apart fake from real research papers – Deccan Herald
AI firms must play fair when they use academic data in training – Nature
AI Scientists Have a Problem: AI Bots Are Reviewing Their Work ChatGPT – Chronicle of Higher Ed
A list of more than 500 papers with clear evidence of generative AI use - Academ-AI
Is AI my co-author? The ethics of using artificial intelligence in scientific publishing – Taylor & Francis Online
Is ChatGPT a Reliable Ghostwriter? – The Journal of Nuclear Medicine
A new ‘AI scientist’ can write science papers without any human input. Here’s why that’s a problem – The Conversation
Could science be fully automated? A team of machine-learning researchers has now tried. - Nature
How AI tools help students—and their professors—in academic research – Fast Company
AI-Generated Junk Science Research a Growing Problem, Experts Say – PYMNTS
Did a criminal Russian academic paper mill use AI to plagiarize a BYU professor and his student? – Deseret News
Our findings suggest that AI tools are not yet ready to take on the task of editing academic papers without extensive human intervention to generate useful prompts, evaluate the output, and manage the practicalities. - Science Editor
If AI-generated papers flood the scientific literature, future AI systems may be trained on AI output and undergo model collapse. This means they may become increasingly ineffectual at innovating. - The Conversation
In a set of 300 fake and real scientific papers, the AI-based tool, named 'xFakeSci', detected up to 94 per cent of the fake ones. - Deccan Herald
People will say, I have 100 ideas that I don’t have time for. Get the AI Scientist to do those. - Nature
There are signs that AI evaluations of academic papers could be corrupting the integrity of knowledge production. Up to 17 percent of reviews submitted to prestigious AI conferences in the last year were substantially written by large language models (LLMs), a recent study estimated. - Chronicle of Higher Ed
Google just created a version of its search engine free of all the extra junk it has added over the past decade-plus. All you have to do is add udm=14 to the search URL. - Tedium
It’s possible to switch back to an AI-free search experience. Google has added a new Web tab to its search engine page at the same time as introducing these new AI features. You can configure this kind of web search as the default. - PopSci
In a 2023 Nature survey of more than 1,600 scientists, almost 30% said that they had used generative AI tools to help write (academic) manuscripts. - Nature
The highest-profile research is heavily influenced by cultural forces and career incentives that are not necessarily aligned with the dispassionate pursuit of truth. To get your research published in high-impact journals it helps enormously not to challenge the predominant narrative. Scientific narratives can become entrenched and self-reinforcing. And that’s where we are in climate science. - Chronicle of Higher Ed
How big is science’s fake-paper problem? An unpublished analysis shared with Nature suggests that over the past two decades, more than 400,000 research articles have been published that show strong textual similarities to known studies produced by paper mills. - Nature
The Chinese Academy of Sciences (CAS), the country's top science institute, on Tuesday published new guidelines on the use of artificial intelligence (AI) in scientific research, as part of its efforts to improve scientific integrity and reduce research misconduct, such as data fabrication and plagiarism. - Global Times
AI tools for researchers: Key insights for librarians to enhance academic support – Springer Nature
OpenResearcher: An Open-Source Project that Harnesses AI to Accelerate Scientific Research – Marktechpost
Has your paper been used to train an AI model? Almost certainly - Nature
Flood Of 'Junk': How AI Is Changing Scientific Publishing - Barrons
How do I cite generative AI in MLA style? - Modern Language Association
AI scientists are producing a host of new theories of how our brains learn – The Economist
Should scientists be paid when AI chatbots use their work? – Chemistry World
Artificial intelligence in scientific medical writing: Legitimate and deceptive uses and ethical concerns – Science Direct
Revisiting the ‘Research Parasite’ Debate in the Age of AI – Undark
AI is complicating plagiarism. How should scientists respond? – Nature
Woefully Insufficient Publisher Policies on Author AI Use Put Research Integrity at Risk – Scholarly Kitchen
Academic authors 'shocked' after Taylor & Francis sells access to their research to Microsoft AI – The Bookseller
Another paper with an anatomically incorrect image has been retracted – Retraction Watch
Universities Don’t Want AI Research to Leave Them Behind – Wall Street Journal
AI Finds That AI Is Great In New Garbage Research From Tony Blair Institute – 404 Media
Delving into ChatGPT usage in academic writing through excess vocabulary - arXiv
AI threatens scientific research with fake papers – The Saturday Paper
The role of ChatGPT in developing systematic literature searches: an evidence summary - Journal of the European Association for Health Information and Libraries
A Look Under the Hood of Scopus AI: Elsevier’s search tool for scholarly testing – Scholarly Kitchen
How to cite ChatGPT in APA Style – American Psychological Association
10 Best AI Tools for Research – BeeBom
OpenResearcher: An Open-Source Project that Harnesses AI to Accelerate Scientific Research – Marktechpost
AI tools for researchers: Key insights for librarians to enhance academic support – Springer Nature
Has your paper been used to train an AI model? Almost certainly - Nature
Flood Of 'Junk': How AI Is Changing Scientific Publishing - Barrons
How do I cite generative AI in MLA style? - Modern Language Association
AI scientists are producing a host of new theories of how our brains learn – The Economist
Should scientists be paid when AI chatbots use their work? – Chemistry World
Artificial intelligence in scientific medical writing: Legitimate and deceptive uses and ethical concerns – Science Direct
Revisiting the ‘Research Parasite’ Debate in the Age of AI – Undark
AI is complicating plagiarism. How should scientists respond? – Nature
Woefully Insufficient Publisher Policies on Author AI Use Put Research Integrity at Risk – Scholarly Kitchen
Academic authors 'shocked' after Taylor & Francis sells access to their research to Microsoft AI – The Bookseller
Another paper with an anatomically incorrect image has been retracted – Retraction Watch
Universities Don’t Want AI Research to Leave Them Behind – Wall Street Journal
AI Finds That AI Is Great In New Garbage Research From Tony Blair Institute – 404 Media
Delving into ChatGPT usage in academic writing through excess vocabulary - arXiv
AI threatens scientific research with fake papers – The Saturday Paper
The role of ChatGPT in developing systematic literature searches: an evidence summary - Journal of the European Association for Health Information and Libraries
A Look Under the Hood of Scopus AI: Elsevier’s search tool for scholarly testing – Scholarly Kitchen
How to cite ChatGPT in APA Style – American Psychological Association
10 Best AI Tools for Research – BeeBom
The advent of human-assisted peer review by AI – Nature
The Impact of AI on Academic Research and Publishing – Arxiv
A Rapid Investigation of Artificial Intelligence Generated Content Footprints in Scholarly Publications – UTP Journals
Fake science in fraudulent papers is on the rise - The Week
Flood of Fake Science Forces Multiple Journal Closures – Wall Street Journal
Researchers warned against using AI to peer review academic papers – Semafor
Guidelines for academics aim to lessen ethical pitfalls in generative-AI use – Nature
Artificial intelligence content detection in ASCO scientific abstracts from 2021 to 2023 - Journal of Clinical Oncology
Guidance needed for using artificial intelligence to screen journal submissions for misconduct – Sage
Academic Writers on AI: An Oxford University Press Study – Publishing Perspectives
Report: Most researchers use AI tools despite distrusting it – Inside Higher Ed
With hallucinations waning, AI is diving deeper into scientific research – The Next Web
Fake Scientific Studies Are a Problem That’s Getting Harder to Solve – Bloomberg
Wiley shuts 19 scholarly journals amid AI paper mill problems – The Register
AI chatbots have thoroughly infiltrated scientific publishing. One percent of scientific articles published in 2023 showed signs of generative AI’s potential involvement, according to a recent analysis - Scientific American
The journey from research data generation to manuscript publication presents many opportunities where AI could, hypothetically, be used – for better or for worse. - Technology Network
Is ChatGPT corrupting peer review? There are telltale words that hint at AI use. A study of review reports identifies dozens of adjectives that could indicate text written with the help of chatbots. - Nature
Should researchers use AI to write papers? This group aims to release a set of guidelines by August, which will be updated every year - Science.org
Generative AI firms should stop ripping off publishers and instead work with them to enrich scholarship, says Oxford University Press’ David Clark. - Times Higher Ed
Here are three ways ChatGPT helps me in my academic writing. Generative AI can be a valuable aid in writing, editing and peer review – if you use it responsibly - Nature
New detection tools powered by AI have lifted the lid on what some are calling an epidemic of fraud in medical research and publishing. Last year, the number of papers retracted by research journals topped 10,000 for the first time. - DW News (video)
Estimating the prevalence of ChatGPT "contamination” in the scholarly literature: It is estimated that at least 60,000 papers (slightly over 1% of all articles) were LLM-assisted - ArXiiv
AI-Generated Texts from LLM has infiltrated the realm of scientific writing? We confirmed and quantified the widespread influence of AI-generated texts in scientific publications across many scientific domains - BioRxiv
Georgetown found that American scholarly institutions and companies are the biggest contributors to AI safety research, but it pales in comparison to the amount of overall studies into AI, raising questions about public and private sector priorities. - Semafor
Google Books is indexing low quality, AI-generated books that will turn up in search results, and could possibly impact Google Ngram viewer, an important tool used by researchers to track language use throughout history. - 404Media
The Association of Research Libraries announced a set of seven guiding principles for university librarians to follow in light of rising generative AI use. - Inside Higher Ed
Is AI ready to mass-produce lay summaries of research articles? – Nature
The Latest “Crisis” — Is the Research Literature Overrun with ChatGPT- and LLM-generated Articles? – Scholarly Kitchen
Peer Review and Scientific Publishing Are Faltering – Medscape
Silicon Valley is pricing academics out of AI research - The Washington Post
Generative artificial intelligence and scientific publishing: urgent questions, difficult answers – The Lancet
Is ChatGPT making scientists hyper-productive? The highs and lows of using AI – Nature
Authorship and ChatGPT: a Conservative View – Springer
AI-generated images and video are here: how could they shape research? – Nature
Fake academic papers are on the rise: why they’re a danger and how to stop them – The Conversation
Paul M. Sutter Thinks We’re Doing Science (and Journalism) Wrong – Undark
More published research should be debunked and retracted, watchdogs say – Wisconsin Public Radio
How Science Sleuths Track Down Bad Research – Wall Street Journal
Could AI Disrupt Peer Review? Publishers’ policies lag technological advances - Spectrum
The Use of Artificial Intelligence in Writing Scientific Review Articles - Springer
‘Obviously ChatGPT’ — how reviewers accused me of scientific fraud - Nature
AI could accelerate scientific fraud as well as progress - Economist
Researchers plan to release guidelines for the use of AI in publishing - Chemical & Engineering News
ChatGPT use shows that the grant-application system is broken - Nature
Detecting fraud in scientific publications: the perils and promise of AI - Science Pod
The Science family of journals is adopting the use of Proofig, an artificial intelligence (AI)–powered image-analysis tool - Science Magazine
Can ChatGPT and Other AI Bots Serve as Peer Reviewers? - ACS Publishing
AI Use in Manuscript Preparation for Academic Journals - Cornell University
As scientists face a flood of papers, AI developers aim to help New tools show promise, but technical and legal barriers may hinder widespread use - Science Magazine
Is AI leading to a reproducibility crisis in science? – Nature
Affiliation Bias in Peer Review of Abstracts by a Large Language Mode - JAMA
AI copilots and robo-labs turbocharge research - Axios
Editing companies are stealing unpublished research to train their AI - Times Higher Ed
How journals are fighting back against a wave of questionable images - Nature
Can ChatGPT evaluate research quality? - Cornell University
The JSTOR Daily Sleuth - Jstor
Generative AI – the latest scapegoat for research assessment – London School of Economics
How ChatGPT and other AI tools could disrupt scientific publishing – Nature
Editors’ Statement on the Responsible Use of Generative AI Technologies in Scholarly Journal – Wiley Online
Scientists prefer feedback from ChatGPT to judgement by peers – New Scientist
Will ChatGPT Transform Research? It Already Has, Say Nobelists – Inside Higher Ed
‘We’re All Using It’: Publishing Decisions Are Increasingly Aided by AI. That’s Not Always Obvious. – Chronicle of Higher Ed
A machine-learning tool can easily spot when chemistry papers are written using the chatbot ChatGPT – Nature
Who Published It? – Asian Scientist
Transparency in research: An analysis of ChatGPT usage acknowledgment by authors across disciplines and geographies - Taylor & Francis Online
Science journals overturn ban on ChatGPT-authored papers – Times Higher Ed
AI beats human sleuth at finding problematic images in research papers – Nature
Signs of undeclared ChatGPT use in papers mounting- Retraction Watch
Spitting out the AI Gobbledegook sandwich: a suggestion for publishers - Dorothy V. M. Bishop blog
AI destroys principles of authorship. A scary case from educational technology publishing. - Marco Kalz blog
Artificial Intelligence–Generated Research in the Literature: Is It Real or Is It Fraud? - Mary Ann Liebert Publishers
ChatGPT used in peer reviews of Australian Research Council grant applications – itnews
As scientists explore AI-written text, journals hammer out policies – Science.org
Use of AI Is Seeping Into Academic Journals—and It’s Proving Difficult to Detect – Wired
Draft law in China sets out penalties for AI-aided academic writing – University World News
Scientific sleuths spot dishonest ChatGPT use in papers – Nature
AI poses risks to research integrity, universities say – Research Professional News
No, ChatGPT Can’t Be Your New Research Assistant – London School of Economics
Useful applications of AI in higher education – for which no specialist tech knowledge is needed – Times of Higher Ed
Guidance for Authors, Peer Reviewers, and Editors on Use of AI, Language Models, and Chatbots – JAMA Network
How A.I. systems can accelerate scientific research – New York Times
Publishers seek protection from AI mining of academic research – Times Higher Ed
Artificial-intelligence search engines wrangle academic literature – Nature
AI can crack double blind peer review – should we still use it? – London School of Economics
Fabrication and errors in the bibliographic citations generated by ChatGPT – Nature
Scientific authorship in the time of ChatGPT - Chemistry
AI could rescue scientific papers from the curse of jargon – Free Think
Science journals ban listing of ChatGPT as co-author on papers – The Guardian
ChatGPT listed as author on research papers: many scientists disapprove – Nature (subscription req)
Abstracts written by ChatGPT fool scientists – Nature (subscription req)
The World Association of Medical Editors has created guidelines for the use of ChatGPT and other chatbots - Medscape (sub req)
ChatGPT: our study shows AI can produce academic papers good enough for journals – just as some ban it – The Conversation
It’s Not Just Our Students — ChatGPT Is Coming for Faculty Writing – Chronicle of Higher Ed
As scientists explore AI-written text, journals hammer out policies – Science
AI writing tools could hand scientists the ‘gift of time’ – Nature
ChatGPT Is Everywhere Love it or hate it, academics can’t ignore the already pervasive technology– Chronicle of Higher Ed
Academic Publishers Are Missing the Point on ChatGPT – Scholarly Kitchen
AI Is Impacting Education, but the Best Is Yet to Come – Inside Higher Ed
AI makes plagiarism harder to detect, argue academics – in paper written by chatbot – The Guardian
How to Cite ChatGPT – APA Style
Researchers claim to have developed tool capable of detecting scientific text generated by ChatGPT with 99% accuracy – University of Kansas
ChatGPT: five priorities for research – The Journal Nature
Science, Elsevier and Nature were quick to react, updating their respective editorial and publishing policies, stating unconditionally that ChatGPT can’t be listed as an author on an academic paper. It is very hard to define exactly how GPT is used in a particular study as some publishers demand, the same way it is near impossible for authors to detail how they used Google as part of their research. Scholarly Kitchen
An app I have found useful every day is Perplexity. I am most taken with the auto-embedded citations of sources in the response, much like we do in research papers. This is most useful for deeper digging into topics. Inside Higher Ed
Tools such as Grammarly, Writeful, and even Microsoft grammar checker are relied upon heavily by authors. If an author is using GPT for language purposes, why would that need to be declared and other tools not? What if authors get their ideas for new research from ChatGPT or have GPT analyze their results but write it up in their own words; might that be ok because the author is technically doing the writing? I believe that self-respecting researchers won’t use GPT as a primary source the same way they don’t use Wikipedia in that manner. However, they can use it in a myriad of other ways including brainstorming, sentence construction, data crunching, and more. The onus of responsibility for the veracity of information still falls on the researcher but that doesn’t mean we should run to ban because some might use it as a way to cut corners. Scholarly Kitchen
An academic paper entitled Chatting and Cheating: Ensuring Academic Integrity in the Era of ChatGPT was published this month in an education journal, describing how artificial intelligence (AI) tools “raise a number of challenges and concerns, particularly in relation to academic honesty and plagiarism”. What readers – and indeed the peer reviewers who cleared it for publication – did not know was that the paper itself had been written by the controversial AI chatbot ChatGPT. The Guardian
An application that holds great potential to those of us in higher ed is ChatPDF! It is what you might imagine, a tool that allows you to load a PDF of up to 120 pages in length. You can then apply the now-familiar ChatGPT analysis approach to the document itself. Ask for a summary. Dig into specifics. This will be a useful tool for reviewing research and efficiently understanding complex rulings and other legal documents. Inside Higher Ed
If you’ve used ChatGPT or other AI tools in your research, (for APA) describe (in your academic paper) how you used the tool in your Method section or in a comparable section of your paper. For literature reviews or other types of essays or response or reaction papers, you might describe how you used the tool in your introduction. In your text, provide the prompt you used and then any portion of the relevant text that was generated in response. You may also put the full text of long responses from ChatGPT in an appendix of your paper or in online supplemental materials, so readers have access to the exact text that was generated. If you create appendices or supplemental materials, remember that each should be called out at least once in the body of your APA Style paper. APA Style
Outside of the most empirical subjects, the determinants of academic status will be uniquely human — networking and sheer charisma — making it a great time to reread Dale Carnegie’s How to Win Friends and Influence People. Chronicle of Higher Ed
The US journal Science, announced an updated editorial policy, banning the use of text from ChatGPT and clarifying that the program could not be listed as an author. Leading scientific journals require authors to sign a form declaring that they are accountable for their contribution to the work. Since ChatGPT cannot do this, it cannot be an author. The Guardian
A chatbot was deemed capable of generating quality academic research ideas. This raises fundamental questions around the meaning of creativity and ownership of creative ideas — questions to which nobody yet has solid answers. Our suspicion here is that ChatGPT is particularly strong at taking a set of external texts and connecting them (the essence of a research idea), or taking easily identifiable sections from one document and adjusting them (an example is the data summary — an easily identifiable “text chunk” in most research studies). A relative weakness of the platform became apparent when the task was more complex - when there are too many stages to the conceptual process. The Conversation
Already some researchers are using the technology. Among only the small sample of my work colleagues, I’ve learned that it is being used for such daily tasks as: translating code from one programming language to another, potentially saving hours spent searching web forums for a solution; generating plain-language summaries of published research, or identifying key arguments on a particular topic; and creating bullet points to pull into a presentation or lecture. Chronicle of Higher Ed
For most professors, writing — even bad first drafts or outlines — requires our labor (and sometimes strain) to develop an original thought. If the goal is to write a paper that introduces boundary-breaking new ideas, AI tools might reduce some of the intellectual effort needed to make that happen. Some will see that as a smart use of time, not evidence of intellectual laziness. Chronicle of Higher Ed
The quality of scientific research will erode if academic publishers can't find ways to detect fake AI-generated images in papers. In the best-case scenario, this form of academic fraud will be limited to just paper mill schemes that don't receive much attention anyway. In the worst-case scenario, it will impact even the most reputable journals and scientists with good intentions will waste time and money chasing false ideas they believe to be true. The Register
Many journals’ new policies require that authors disclose use of text-generating tools and ban listing a large language model such as ChatGPT as a co-author, to underscore the human author’s responsibility for ensuring the text’s accuracy. That is the case for Nature and all Springer Nature journals, the JAMA Network, and groups that advise on best practices in publishing, such as the Committee on Publication Ethics and the World Association of Medical Editors. Science
Just as publishers begin to get a grip on manual image manipulation, another threat is emerging. Some researchers may be tempted to use generative AI models to create brand-new fake data rather than altering existing photos and scans. In fact, there is evidence to suggest that sham scientists may be doing this already. A spokesperson for Uncle Sam's defense research agency confirmed it has spotted fake medical images in published science papers that appear to be generated using AI. The Register
Bias in AI
ChatGPT Replicates Gender Bias in Recommendation Letters – Scientific American
Gender Bias 'alive and well' across gen-AI platforms – Computing.co
AI 'red teams' race to find bias and harms in chatbots like ChatGPT - The Washington Post
AI should be assumed prejudiced until proven otherwise – The Atlantic
AI is biased. The White House is working with hackers to try to fix that – NPR
Racially biased AI can lead to false arrests, warns expert – Interesting Engineering
AI was asked to create images of Black African docs treating white kids. How'd it go? – NPR
Health providers say AI chatbots could improve care. But research says some are perpetuating racism – Washington Post
How to mitigate bias from AI tools in the hiring process – Fast Company
In an analysis of thousands of images created by Stable Diffusion, we found that image sets generated for every high-paying job were dominated by subjects with lighter skin tones, while subjects with darker skin tones were more commonly generated by prompts like “fast-food worker” and “social worker.” Most occupations in the dataset were dominated by men, except for low-paying jobs like housekeeper and cashier. Bloomberg
Eight years ago, Google disabled its A.I. program’s ability to let people search for gorillas and monkeys through its Photos app because the algorithm was incorrectly sorting Black people into those categories. As recently as May of this year, the issue still had not been fixed. Two former employees who worked on the technology told The New York Times that Google had not trained the A.I. system with enough images of Black people. New York Times
MIT student Rona Wang asked an AI image creator app called Playground AI to make a photo of her look "professional." It gave her paler skin and blue eyes, and "made me look Caucasian." Boston Globe
We have things like recidivism algorithms that are racially biased. Even soap dispensers that don’t read darker skin. Smartwatches and other health sensors don’t work as well for darker skin. Things like selfie sticks that are supposed to track your image don’t work that well for people with darker skin because image recognition in general is biased. The Markup
AI text may be biased toward established scientific ideas and hypotheses contained in the content on which the algorithms were trained. Science.org
No doubt AI-powered writing tools have shortcomings. But their presence offers educators an on-ramp to discussions about linguistic diversity and bias. Such discussions may be especially critical on U.S. campuses. Inside Higher Ed
Major companies behind A.I. image generators — including OpenAI, Stability AI and Midjourney — have pledged to improve their tools. “Bias is an important, industrywide problem,” Alex Beck, a spokeswoman for OpenAI, said in an email interview. She declined to say how many employees were working on racial bias, or how much money the company had allocated toward the problem. New York Times
As AI models become more advanced, the images they create are increasingly difficult to distinguish from actual photos, making it hard to know what’s real. If these images depicting amplified stereotypes of race and gender find their way back into future models as training data, next generation text-to-image AI models could become even more biased, creating a snowball effect of compounding bias with potentially wide implications for society. Bloomberg
AI generated images are biased, showing the world through stereotypes - Washington Post
Team develops a new deepfake detector designed to be less biased - Techxplore
The Bigger Questions & AI
Can Artificial Intelligence Be Conscious? – Psychology Today
What Does It Really Mean to Learn? – The New Yorker
There’s no way for humanity to win an AI arms race – Washington Post
Three key misconceptions in the debate about AI and existential risk – The Bulletin
Is AI Really an Existential Threat to Humanity? – Mother Jones
AI Chatbot Credited With Preventing Suicide. Should It Be? – 404 Media
Who will control the future of AI? – Washington Post
The big AI risk not enough people are seeing – The Atlantic
ChatGPT and the Future of the Human Mind - Every
Here’s why AI like ChatGPT probably won’t reach humanlike understanding – Science News Explores
AI's flawed human yardstick - Axios
“AI” as shorthand for turning off our brains. (This is not an anti-AI post; it’s a discussion of how we think about AI.) – StatModeling
If we ignore AI explainability, we will be throwing ourselves to the mercy of algorithms we don’t understand. – Fast Company
Scientists Gave AI an "Inner Monologue" and Something Fascinating Happened – Futurism
Opinion: A.I.’s Benefits Outweigh the Risks – New York Times
End-of-life decisions are difficult and distressing. Could AI help? – MIT Tech Review
Generative AI is a hammer and no one knows what is and isn’t a nail – Medium
Is AI an Existential Threat to Humanity’s Future? – AI Wire
Generative AI is currently very good at replicating parts of software programs that have been written many times before. But what if you want to create something new? This is where smart human coders will still be needed. - BusinessInsider
I think the rise of AI is going to result more in-person sales. If everyone can do it, people will not listen or read any emails or anything like that they just stop because it’s all generated. It means every email they got is amazing. They won’t believe any of it unless somebody looks them in the eye and says, ‘I’m a real person and here’s why this is true.’ - Ronan Perceval CEO of Phorest
Given that we don’t know what the lay of the land is going to be in five, ten years there are two crucial things for publishers to focus on: what do we do that’s irreplaceable? What do we do that a machine can’t do? - Wall Street Journal editor Emma Tucker
Studies this year of ChatGPT in legal analysis and white-collar writing chores have found that the bot helps lower-performing people more than it does the most skilled. On a task that required reasoning based on evidence, however, ChatGPT was not helpful at all. Here, ChatGPT lulled employees into trusting it too much. Unaided humans had the correct answer 85 percent of the time. People who used ChatGPT without training scored just over 70 percent. Those who had been trained did even worse, getting the answer only 60 percent of the time. In interviews conducted after the experiment, “people told us they neglected to check because it’s so polished, it looks so right.’ - David Berreby writing in the New York Times
Like an episode out of Black Mirror, the machines have arrived to teach us how to be human even as they strip us of our humanity. Artificial intelligence could significantly diminish humanity, even if machines never ascend to superintelligence, by sapping the ability of human beings to do human things. “We’re seeing a general trend of selling AI as ‘empowering,’ a way to extend your ability to do something, whether that’s writing, making investments, or dating,” AI expert Leif Weatherby explained. “But what really happens is that we become so reliant on algorithmic decisions that we lose oversight over our own thought processes and even social relationships.” What makes many applications of artificial intelligence so disturbing is that they don’t expand our mind’s capacity to think, but outsource it. - Tyler Austin Harper writing in The Atlantic
As machines like A.I. eliminate routine tasks what gets left behind are the human skills we deem soft. - Jane Thier writing in Fortune
While AI is very powerful at human level or even superhuman level for many tasks, there are many other things where humans continue to have a big advantage, and that's going to continue to be true for quite some time. - Kate Whiting writing in WeForum
“Prompting AI systems is no different than being an effective communicator with other humans. The same principles apply in both cases. This makes me bullish on reading, writing, and speaking as the 3 underlying skills that really matter in 2024.” - An Open AI employee Tweet
The Big Questions About AI in 2024 – The Atlantic
AI and Trust - Bruce Schneier Blog
‘Where does the bot end and human begin?’: what the legendary @Horse_ebooks can teach us about AI – The Guardian
AI’s Present Matters More Than Its Imagined Future – The Atlantic
Are we entering a new age of AI-powered narcissism? – Dazed Digital
The one job AI should actually replace: CEOs – Business Insider
A strong placebo effect works to shape what people think of a particular AI tool – Axios
Why ChatGPT isn’t conscious – but future AI systems might be – The Conversation
AI girlfriends are ruining an entire generation of men – The Hill
People are behind everything that ChatGPT or AI "does" - Axios
AI is closer than ever to passing the Turing test for ‘intelligence’. What happens when it does? – The Conversation
Getting Beyond the AI Existential Crisis - Medium
No, AI Machines Can’t Think – Wall Street Journal
If AI becomes conscious: here’s how researchers will know - Nature
AI & Internet’s Existential Crisis – OM
Large language models aren’t people. Let’s stop testing them as if they were. - MIT Tech Review
Author Talks: In the ‘age of AI,’ what does it mean to be smart? - McKinsey
Why humans will never understand AI - BBC
Does an AI poet actually have a soul? - Washington Post
Is AI Eroding Our Ability To Think? – Forbes
The future of accelerating intelligence - The Kurzweil Library
M.F.A. vs. GPT How to push the art of writing out of a computer’s reach - The Atlantic
What Stephen King — and nearly everyone else — gets wrong about AI and the Luddites - LA Times
How the AI Revolution Will Reshape the World – TIME
The ‘Manhattan Project’ Theory of Generative AI - Wired
What Kind of Mind Does ChatGPT Have? – The New Yorker
Business & AI
How AI is Affecting Jobs
Job-seeking AI will apply to thousands of positions for you - Boing Boing
These jobs are most at risk to be replaced by AI - New York Post
Zoom will let AI avatars talk to your team for you – The Verge
DJs are debating whether AI can replace them – Semafor
LinkedIn is rolling back its use of artificial intelligence – NPR
Will AI Make Job Recruiting More Efficient—but Less Fair? - Wall Street Journal
Busting through Linkedin’s resume screening with AI Tools – Semafor
How AI Is Helping ‘Fake Candidates’ Land Jobs - Wall Street Journal
AI may not steal many jobs after all. It may just make workers more efficient – ABC News
Video game actors go on strike over AI protections – Semafor
Rise in AI-Generated Resumes Overwhelms Recruiters with Low-Quality Applications – AllWork
Will A.I. Kill Meaningless Jobs? – New York Times
Neurodivergent workers' AI edge – Axios
In the age of AI, there's no future for workers content with being code monkeys — and they know it – Business Insider
AI Doesn’t Kill Jobs? Tell That to Freelancers - Wall Street Journal
Will A.I. Upend White-Collar Work? Consider the Hollywood Editor. – New York Times
Even if you have zero AI skills, these 3 tactics can give you an edge – Fast Company
Two-thirds of small businesses say hiring employees with AI skills could save them money - Ipsos
The A.I. Boom Has an Unlikely Early Winner: Wonky Consultants – New York Times
AI Work Assistants Need a Lot of Handholding - Wall Street Journal
How to use LinkedIn AI tools to find a job – Popular Science
OpenAI CTO: AI Could Kill Some Creative Jobs That Maybe Shouldn't Exist Anyway - PCMag
How will AI affect productivity? - Brooking
How AI Could Change the Odds of Landing a Job - Wall Street Journal
On Handshake, a job-search platform for college students, the share of job descriptions that mention ChatGPT and other generative-AI tools has tripled in the past year. While about one-quarter of those roles are tech-related, 16% are in marketing and 12% are in art and media. - Wall Street Journal
LinkedIn data shows that 59% of hiring managers wouldn’t hire someone without AI literacy skills. Professionals can no longer afford to ignore AI. -Fast Company
Valerie Capers Workman, chief talent engagement officer at Handshake, said generative AI is the new Microsoft Office. “The skill set will be ubiquitous 10 years from now, but in the next two to five years, it’s going to be a major asset in getting recruited,” she said. -Wall Street Journal
A Japanese mega-conglomerate says it's using AI to build what one of its designers called a "mental shield" that manipulates angry customers' voices so that call center employees don't have to deal with drama. Softbank insists it won't change customers' words, but instead will do things like make a shrill, angry voice lower, to become less grating, or else, raise the pitch. -ArsTechnica
Some employers have started administering prompt-engineering assessments, which evaluate how well you can instruct generative-AI models to complete a task, during the hiring process. -Wall Street Journal
The Stanford AI Index Report talks about how AI is associated with more productive workers, with work of higher quality, and with workers that are able to get work done in less time. There’s also data that suggests companies that integrate AI see tangible revenue increases and tangible cost decreases. -Big Think
AI has become such an inherent part of the copywriting process that many writers now add personal ‘AI policies’ to their professional websites to explain how they use the technology. They will forgo AI for those who prefer it – but you can expect to pay more. The extra time and mental energy required means AI-free projects come with a higher price tag. -BBC
Freelance jobs that require basic writing, coding or translation are disappearing across postings on job board Upwork. The number of freelance jobs posted on platforms, in the areas in which generative AI excels, have dropped by as much as 21%. -Wall Street Journal
Certain sectors are expected to experience growth due to AI advancements, particularly in healthcare and STEM (science, technology, engineering, and mathematics) fields. However, the majority of job impacts will be concentrated in four main categories… -India Today
Job seekers are using AI to craft cover letters and résumés in seconds, and deploying new automated bots to robo-apply for hundreds of jobs in just a few clicks. In response, companies are deploying more bots of their own to sort through the oceans of applications. The result: a bot versus bot war -Wall Street Journal
Microsoft released its annual Work Trend Index in partnership with LinkedIn, surveying 31,000 people. The report suggests 66% of business leaders wouldn't hire someone without AI skills, and 71% of leaders would prefer to hire a less experienced candidate with AI skills than a more experienced candidate without them. -ZD Net
You're not going to be replaced by AI; you're going to be replaced by somebody who knows how to use AI. -Abran Maldonado, community liaison for OpenAI
Which types of positions are being replaced by AI the fastest? In the past two years, “the number of writing jobs declined 33%.” Meanwhile, “Video editing/production jobs are up 39%, graphic design jobs are up 8% & Web design jobs are up 10 percent." -Inc. Magazine
For years, people working in warehouses or fast food restaurants worried that automation could eliminate their jobs. But new research suggests that generative A.I. will have its biggest impact on white-collar workers with high-paying jobs in industries like banking and tech. -New York Times
A recent survey found 4 out of 10 employers are actively looking for people with AI development qualifications—and they would be willing to “hike pay levels for AI-skilled workers across business functions” with salaries potentially rising by an average of 35-43%. -Higher Ed Dive
When it comes to using ChatGPT at work, some business leaders believe that soft skills will be crucial in the age of AI. Earlier this month, Aneesh Raman, a vice president at LinkedIn, said that communication, creativity, and flexibility are skills that will set employees apart in the workforce as opposed to technical skills like coding. Perhaps doubling down on what makes you human may be what saves you from being replaced by AI. -Business Insider
AI took their jobs. Now they get paid to make it sound human – BBC
AI could shake up job market by 2030, McKinsey reveals list of sectors that will be impacted – India Today
AI models can vastly increase job candidate pools. It might also improve diversity. - Semafor
Admitting You Use AI Is Now Key To Getting Hired – All Work
AI Could Displace More Than 50% Of Banking Jobs, According To New Citigroup Report – Forbes
Microsoft Lays Off 1,500 Workers, Blames "AI Wave" – Futurism
How AI Has Already Begun to Change These Workers’ Jobs – Wall Street Journal
Wall Street Says AI Can Replace Thousands of Analysts – Inc
AI is coming for the professional class. Expect outrage — and fear. – Washington Post
66% of leaders wouldn't hire someone without AI skills, report finds – Zdnet
At Target, Store Workers Become A.I. Conduits – New York Times
The Impact of AI and LLMs on the Future of Jobs – Unite AI
Will AI Be a Job Killer? Call Us Skeptical. - Wall Street Journal
AI will Disproportionally impact Jobs Held by Women – Forbes
How Companies are using AI
AI Agents Can Do More Than Answer Queries. That Raises a Few Questions – Wall Street Journal
AI assistants are blabbing our embarrassing work secrets – Washington Post
JPMorgan Chase is giving its employees an AI assistant powered by ChatGPT maker OpenAI – CNBC
How A.I. Can Help Start Small Businesses - New York Times
This AI humanoid robot helped assemble BMWs at US factory - Arstechnica
Why AI Risks Are Keeping Board Members Up at Night - Wall Street Journal
The Economics of Generative AI - Toward Data Science
Study finds that ai is adding to employees' workload and burning them out - Futurism
Over 80% of China’s businesses already use generative AI – Fortune
More than 40% of Japanese companies have no plan to make use of AI – Reuters
HP’s new AI computer raises the stakes in the battle of tech hardware – Semafor
Tech execs from Salesforce and Qualcomm share their best practices for implementing AI in the workplace – Business Insider
Stanford report: How AI is actually transforming the business world – Big Think
AI Business Survey: Four Themes Emerging - Bain
How One Company Is Using AI To Transform Manufacturing – Forbes
Businesses are rushing to use generative AI. Now comes the messy part. – Business Insider
Get Ready for More AI Mania This Earnings Season - Wall Street Journal
Managing the risks around generative AI – McKinsey
How Businesses Can Figure Out The ROI On AI – Forbes
German Companies Bet on AI But Payoff Could Be Years Away – Wall Street Journal
4 Types of Gen AI Risk and How to Mitigate Them – Harvard Business Review
PayPal Mafia’s David Sacks on his new AI-powered work chat app rivaling Slack – Semafor
AI Is Driving ‘the Next Industrial Revolution.’ Wall Street Is Cashing In. - Wall Street Journal
Janet Yellen warns AI in finance poses ‘significant risks’ – KTVZ
How Generative AI is Changing the Global South’s IT Services Sector – Center for Data Innovation
Can A.I. Answer the Needs of Smaller Businesses? Some Push to Find Out. – New York Times
Did You Make Your Connecting Flight? You May Have A.I. to Thank. – New York Times
6 ways AI can help launch your next business venture – ZDnet
Where Is the AI Boom Taking Us? Business Leaders Disagree on Outlook – Wall Street Journal
AI at Work Is Here. Now Comes the Hard Part - Microsoft
Robots and AI are saving the American economy with a boom in productivity – Fortune
Heavy Machinery Meets AI Combining digital and analog machines will upend industrial companies. – Harvard Business Review
Generative AI Isn’t Ubiquitous in the Business World—at Least Not Yet - Wall Street Journal
Will A.I. Boost Productivity? Companies Sure Hope So. – New York Times
How to manage generative AI – InfoWorld
How do you get employees to embrace AI? - ZDnet
How Companies Are Starting to Use Generative AI to Improve Their Businesses - Wall Street Journal
CIOs weigh where to place AI bets — and how to de-risk them – CIO
AI is changing the shape of leadership – how can business leaders prepare? – World Economic Forum
How AI is Affecting Jobs
Want to Know if AI Will Take Your Job? I Tried Using It to Replace Myself - WSJ
AI-powered robotics will fuel jobs disruptions in ways we don’t realize - Semafor
The human side of generative AI: Creating a path to productivity - McKinsey
An Analysis of 5 Million Job Postings Showed These Are the 3 Jobs Being Replaced by AI the Fastest – Inc.
Gen AI is here to stay — here are 5 skills to help you stay relevant in the changing job market – CNBC
Swedish fintech Klarna says its AI assistant does the work of 700 people—after it laid off 700 people – Fast Company
Oops! Replacing Workers With AI Is Actually More Expensive, MIT Finds – Futurism
AI Is Starting to Threaten White-Collar Jobs - Wall Street Journal
The AI machines are not coming for your job – MarketWatch
AI Talent Is in Demand as Other Tech Job Listings Decline - Wall Street Journal
AI's job threat extends to CEOs who move too slowly in adapting to it – Axios
AI hiring tools may be filtering out the best job applicants - BBC
10% of US workers are in jobs most exposed to artificial intelligence, White House says - CNN
Will A.I. Take All Our Jobs? This Economist Suggests Maybe Not. – New York Times
AI could help ending the dominance of the credentialed classes – Washington Post
9 AI jobs you can get without being an expert coder – Business Insider
Amid Fears of AI Job Losses, This MIT Professor Thinks It Can Fix the Labor Market – Inc.
AI Can't Do All Our Jobs for Us. But We Can Make It a 'Superhero Sidekick' - CNBC
The Impact of AI on Business
Embracing shadow AI will help accelerate innovation – CIO
The AI Productivity Boom Is Here—Is Your Company Ready To Seize It? – Forbes
What organizations should know about cybersecurity in the age of artificial intelligence – Biz Journals
A quick rundown of the impact AI will have on data roles across the organization – Venture Beat
Gen. AI is starting to help business tech leaders with the long overdue task of modernizing their IT systems – Wall Street Journal
Companies are using ‘AI washing’ to mislead consumers. – Washington Post
The pace of innovation in the space sector is picking up thanks in part to AI & machine learning – Space News
The company using AI to change customer service – Semafor
Slack launches AI bot to help manage never-ending work chats - Yahoo
The year of AI hype is over. The era of small AI is beginning.- Mashable
The Role Of Generative AI In HR - Forbes
We Asked AI to Draft a Business Plan. Here’s What We Got. – Wall Street Journal
AI Is Testing the Limits of Corporate Governance – Harvard Business Review
10 AI tools to take your business to the next level – Geeky-Gadgets
CIOs confront generative AI’s workplace X factor - CIO
What Is Shadow AI And What Can IT Do About It? – Forbes
AI & Work Productivity
How to Use A.I. to Automate the Dreaded Office Meeting – New York Times
First study to look at AI in the workplace finds it boosts productivity – Axios
How ChatGPT in Microsoft Office could change the workplace – Venture Beat
Machines of mind: The case for an AI-powered productivity boom – Brookings
Companies want to use AI tracking to make you better at your job – Washington Post
Where AI's productivity revolution will strike first – Axios
To Work Fewer Hours, They Put AI on the Job: New tools like ChatGPT, Midjourney and Tome help professionals save time and boost their income – Wall Street Journal
Generative AI can change real estate, but the industry must change to reap the benefits - McKinsey
Is GenAI’s Impact on Productivity Overblown? - Harvard Business Review
Generative AI adoption at work hasn’t yet led to productivity gains, report says – HR Drive
The Impact of Technology on the Workplace: 2024 Report - Tech.co
How Companies are using AI
25 percent of CEOs plan to replace human workers with AI this year – Futurism
Duolingo cuts workers as it relies more on AI – Washington Post
Tropicana is one company that’s ditching AI - CNN
The Best-Managed Companies Have the Most AI Jobs Postings. What Explains That? – WSJ
Companies using AI want human workers to ‘disappear’ – Semafor
How Walmart Is Leveraging Automation and AI to Deliver Faster – Wall Street Journal
A Consortium of Big Companies has Developed a Way to Identify A.I. – New York Times
Multinationals turn to generative AI to manage supply chains - Financial Times
ChatGPT Helps, and Worries, Business Consultants, Study Finds – New York Times
How artificial intelligence is revamping customer call centers – CBS News
AI Has a Trust Problem. Can Blockchain Help? – Wall Street Journal
AI ads are sweeping across Africa – Semafor
An Anticipated Wave of AI Specialist Jobs Ha Yet to Arrive – Wall Street Journal
Amazon’s AI-written product reviews aren’t as bad as you think - Washington Post
The Creepy AI-Driven Surveillance That May Be Infiltrating Your Workplace – Digg
Inside the consulting industry's race to become AI rainmakers – Business Insider
ChatGPT provided better customer service than his staff. He fired them. – Washington Post
AI investments are a top priority for U.S. CEOs, KPMG survey finds – Axios
Your employer is (probably) unprepared for artificial intelligence - Economist
Amazon’s New AI Will Make Its Junk Problem Even Worse – Washington Post
Meta’s Free AI Isn’t Cheap to Use, Companies Say – The information
Meet Your New AI Chatbot Co-Worker - Bloomberg
AI and the automation of work – Ben Evans
Why trying to "shape" AI innovation to protect workers is a bad idea – Noah Smith
Companies Put AI to Work Outside the Cloud, Trimming Costs - Wall Street Journal
How Do Companies Use Artificial Intelligence? – Data Science Central
As Businesses Clamor for Workplace A.I., Tech Companies Rush to Provide It – New York Times
U.S. employers are using AI to essentially reduce workers to numbers in the workplace – NPR
Business Technology Chiefs Question ChatGPT’s Readiness for the Enterprise - Wall Street Journal
AI-native business models and experiences will allow small businesses to appear big and large businesses to move faster – Tech Target
Generative AI Tools Use Custom Data to Power More Business Functions - Wall Street Journal
Businesses Aim to Harness Generative AI to Shake Up Accounting, Finance - Wall Street Journal
How businesses can break through the ChatGPT hype with ‘workable AI’ – Venture Beat
Companies Tap Tech Behind ChatGPT to Make Customer-Service Chatbots Smarter - Wall Street Journal
Employees Using AI at Work
Employees want ChatGPT at work. Bosses worry they’ll spill secrets. – Washington Post
Panic and possibility: What workers learned about AI in 2023 – BBC
AI In The Workplace: Helpful Or Harmful? – JD Supra
How to use ChatGPT to make charts and tables – ZDnet
5 ChatGPT Prompts To Feel Invincible At Work – Forbes
Despite Office Bans, Some Workers Still Want to Use ChatGPT – Wall Street Journal
New Gen Z graduates are fluent in AI and ready to join the workforce – Washington Post
A Guide to Collaborating With ChatGPT for Work - Wall Street Journal
AI bots lack one critical skill for customer service jobs – Tech Target
10 most in-demand generative AI skills – CIO
The Do’s and Don’ts of Using Generative AI in the Workplace - Wall Street Journal
The AI Economic Impact
How AI is Tipping the Scale of Job Vulnerability - Medium
Generative AI And The Future Of Jobs - Forbes
These are the jobs most likely to be taken over by AI - ZDNET
GenAI Will Change How We Design Jobs. Here’s How. – Harvard Business Review
Generative A.I. Can Add $4.4 Trillion in Value to Global Economy, Study Says – New York Times
The economic potential of generative AI: The next productivity frontier - McKinsey
The Impact of AI-enabled Data Analytics Services Across Major Industries – Data Science Central
What AI means for travel—now and in the future - McKinsey
The world is splitting between those who use ChatGPT to get better, smarter, richer — and everyone else – Business Insider
For those leading Companies
The organization of the future: Enabled by gen AI, driven by people - McKinsey
Gen AI: A guide for CFOs – McKinsey
As Generative AI Reshapes the Workforce, These Companies May Be Most Affected - Wall Street Journal
Harness the power of an AI-powered forecasting model to revitalize your business – Data Science Central
How AI May Change Entrepreneurship – Wall Street Journal
Generative AI and the future of HR – McKinsey
AI Can Do as Bad a Job as Your PR Department - Wall Street Journal
How machine learning can work for business – Tech Central
In digital and AI transformations, companies should start with the problem, not the technology – McKinsey
Technology’s generational moment with generative AI: A CIO and CTO guide - McKinsey
What every CEO should know about generative AI - McKinsey
Companies with innovative cultures have a big edge with generative AI - McKinsey
Does your company need its own LLM? - TechTalks
Four essential questions for boards to ask about generative AI – McKinsey
The Big Question for Managers on AI: Who Gets the Job of Figuring It Out? – Wall Street Journal
How AI requires a new approach to work and management – Charter Work
When AI Meets HR: Prepare Your Policies Now – Inc
Generative AI Can Make Business Intelligence Even Smarter – Here’s How – Inside Big Data
Companies Are Drowning in Too Much AI - Wall Street Journal
ChatGPT: Implications for Business – Medium
How ChatGPT Will Destabilize White-Collar Work - The Atlantic
AI & Jobs
5 types of new jobs that AI could create - Business Insider
The industry talking the most about AI jobs is not tech, according to LinkedIn – Fast Company
Why Walmart thinks AI won’t cut jobs – Semafor
The biggest winners — and losers — in the coming AI job apocalypse – Business Insider
AI threatens wages, not jobs - so far, Researchers find - Reuters
The New Jobs for Humans in the AI Era: Artificial intelligence threatens some careers, but these opportunities are on the rise – Wall Street Journal
A writer says he was laid off after a media company began using AI to translate articles: 'An AI took my job, literally' – Business Insider
AI-related jobs surge rapidly - The Financial Express
Mid-career professionals, watch out. You're the most exposed to AI - ZDnet
Statement to the US Senate AI Insight Forum on “AI and the Workforce” - ITIF
LinkedIn Shares New Insights into the Impacts of Generative AI on the Workforce – Social Media Today
Study Reveals Professions Most Likely to Be Replaced by AI – Men’s Journal
LinkedIn allows users to use its A.I. to enhance their profiles — but it leaves something to be desired. – Washington Post
AI-powered digital colleagues are here. Some 'safe' jobs could be vulnerable. - BBC
Employers willing to pay ‘premium’ for AI-skilled workers, survey finds - Higher Ed Dive
Will AI Cause Unemployment? - CATO Institute
AI is Coming for These Jobs
The Jobs Most Exposed to ChatGPT – WSJ
ChatGPT Might Not Threaten Your Job as Much as the Hype Suggests It Will – The Street
Type in your job to see how much AI will affect it – Washington Post
Is AI Coming for Our Jobs? (with David Autor) – Café
Here are the 10 roles that AI is most likely to replace – Insider
Here’s How AI Will Come for Your Job – The Atlantic
Could ChatGPT do my job? – MIT Tech Review
Don't Believe Robots Are Taking Over Jobs: AI Will Open New Career Paths – Insider
Fear of becoming obsolete hits a new generation of workers – Axios
AI and automation will take more jobs from women than men, report says – Washington Post
Why I'm not worried about AI causing mass unemployment – Understanding AI
The U.S. needs policies now to support workers made redundant by artificial intelligence – The Atlantic
Company Policies on the use of AI
How WIRED Will Use Generative AI Tools - Wired
Apple Restricts Employee Use of ChatGPT, Joining Other Companies Wary of Leaks – Wall Street Journal
Associated Press cements the AI era with newsroom guidance – Poynter
back to top
the Business of Running an AI Company
OpenAI Inks Deal With Hearst, Marking Another Major Media Partnership - Hollywood Reporter
Three Mile Island owner seeks taxpayer backing for Microsoft AI deal – Washington Post
Nvidia and VAST pitch new AI method for companies to access their data – Semafor
Turning OpenAI Into a Real Business Is Tearing It Apart – Wall Street Journal
Why Is OpenAI Trying to Raise So Much Money? – New York Times
New OpenAI update brings advanced voice features to any app - Semafor
OpenAI to Become For-Profit Company - Wall Street Journal
Amazon releases a video generator — but only for ads – Tech Crunch
For Now, There’s Only One Good Way to Power AI – The Atlantic
OpenAI closes in on largest VC round of all time – Axios
Google Paid $2.7 Billion to Bring Back an AI Genius Who Quit in Frustration - Wall Street Journal
Microsoft’s Hypocrisy on AI – The Atlantic
New bidding war for AI's biggest brains – Axios
Three Mile Island’s Nuclear Plant to Reopen, Help Power Microsoft’s AI Centers - Wall Street Journal
Nvidia earnings show AI boom is still on, though cracks have formed - The Washington Post
The 100 Most Influential People in AI 2024 – TIME
Light-Based Chips Could Help Slake AI’s Ever-Growing Thirst for Energy – Wired
We need clarity about the deals between AI companies and news publishers. Here’s why – Reuters
AI Scientists Have a Problem: AI Bots Are Reviewing Their Work ChatGPT is wreaking chaos in the field that birthed it.– Chronicle of Higher Ed
How the Sparkles Emoji Became the Symbol of Our AI Future – Wall Street Journal
Google’s AI Search Gives Sites Dire Choice: Share Data or Die – Bloomberg
The AI bubble has burst. Here's how we know. - Mashable
The New A.I. Deal: Buy Everything but the Company – New York Times
Inside the company that gathers ‘human data’ for every major AI company – Semafor
Websites are Blocking the Wrong AI Scrapers (Because AI Companies Keep Making New Ones) – 404 Media
A CIO canceled a Microsoft AI deal. The reason should worry the entire tech industry – Business Insider
Perplexity will soon start selling ads within AI search – Fast Company
Meet Stability AI's Stable Video 4D, a nuanced take on AI video generation - ZDnet
Bing’s AI redesign shoves the usual list of search results to the side – The Verge
OpenAI starts testing prototype of new AI search tool – Axios
Oops GPT OpenAI just announced a new search tool. Its demo already got something wrong. – The Atlantic
Big Tech says AI is booming. Wall Street is starting to see a bubble. – Washington Post
Crisis Looms as AI Companies Rapidly Losing Access to Training Data – Futurism
AI’s Real Hallucination Problem – The Atlantic
Alphabet Reports 29% Jump in Profit as A.I. Efforts Begin to Pay Off – New York Times
Google Fails to ‘Wow’ as AI Bills Mount - Wall Street Journal
Meta Is Offering Hollywood Stars Millions for AI Voice Projects – Bloomberg
Censorship slows China's AI advances - Axios
Google brings AI to US broadcast of Paris Olympics – Reuters
OpenAI says chat bots will soon be able to perform human-level reasoning - Axios
A.I. Needs Copper. It Just Helped to Find Millions of Tons of It. – New York Times
OpenAI working on new reasoning technology under code name ‘Strawberry’ – Reuters
AI's problem: The missing revenues - Axios
OpenAI illegally stopped staff from sharing dangers, whistleblowers say - The Washington Post
Microsoft Quits OpenAI’s Board Amid Antitrust Scrutiny – Wall Street Journal
AI Investors Are Starting to Wonder: Is This Just a Bubble? – New York Magazine
OpenAI Scale Ranks Progress Toward `Human-Level' Problem Solving – Bloomberg
AI companies are finally being forced to cough up for training data – MIT Tech Review
OpenAI promised to make its AI safe. Employees say it ‘failed’ its first test. - The Washington Post
California advances unique safety regulations for AI companies despite tech firm opposition – Associated Press
In the AI era, data is gold. And these companies are striking it rich – Fast Company
The digital twin baby boom in the AI industry - Axios
A Hacker Stole OpenAI Secrets, Raising Fears That China Could, Too – New York Times
For AI Giants, Smaller Is Sometimes Better - Wall Street Journal
Google falling short of important climate target, cites electricity needs of AI – Associated Press
Tech Industry Wants to Lock Up Nuclear Power for AI – Wall Street Journal
OpenAI and Microsoft face a new lawsuit from CIR – MSN
Amazon, Built by Retail, Invests in Its AI Future - Wall Street Journal
Is 2026 The Year AI Runs Out of Training Data? - Techopedia
A year in the life of San Francisco’s AI start-ups fueling the boom - Washington Post
The Big AI Question: Are You Ready to Pay for It? -
Raspberry Pi—creator of tiny computers used for robotics goes public - Tech Crunch
Big Tech keeps spending billions on AI. There’s no end in sight. - The Washington Post
Microsoft Lays Off 1,500 Workers, Blames "AI Wave" – Futurism
Inside Google DeepMind’s effort to understand its own creations – Semafor
OpenAI Insiders Warn of a ‘Reckless’ Race for Dominance – New York Times
Stanford University team apologises over claims they copied Chinese project for AI model - South China Morning Post
OpenAI, Google DeepMind's current and former employees warn about AI risks – Reuters
Google’s DeepMind leads European scoreboard in AI citations – Science Business
Researchers made an algorithm that can tell when AI is hallucinating – BGR
France is an AI hub, but a wrinkle in tax policy is holding it back - Semafor
The media bosses fighting back against AI — and the ones cutting deals – Washington Post
Nvidia’s Sales Triple, Signaling AI Boom’s Staying Power – Wall Street Journal
A.I.’s Black Boxes Just Got a Little Less Mysterious – New York Times
In One Key A.I. Metric, China Pulls Ahead of the U.S.: Talent - New York Times
The Fight for AI Talent: Pay Million-Dollar Packages and Buy Whole Teams – Wall Street Journal
What GPT-4o illustrates about AI Regulation – HyperDimensional
Tech's AI answer war heats up - Axios
Quantum Computers Can Now Run Powerful AI That Works like the Brain – Scientific American
Reddit to Give OpenAI Access to Its Data in Licensing Deal - Wall Street Journal
Meta, Google driving voice assistants, but people have found the technology uncool - New York Times
OpenAI announces new safety committee with Sam Altman, Bret Taylor, John Schulman, and others – Axios
Wayve, an A.I. Start-Up for Autonomous Driving, Raises $1 Billion - New York Times
Meet the AI Expert Advising the White House, JPMorgan, Google and the Rest of Corporate America
Meta Says It Plans to Spend Billions More on A.I. - New York Times
DeepMind CEO Says Google Will Spend More Than $100 Billion on AI – Bloomberg
Generative AI Is Changing the Hiring Calculus at These Companies – Wall Street Journal
Microsoft Makes a New Push Into Smaller A.I. Systems - New York Times
OpenAI prepares to fight for its life as legal troubles mount – Washington Post
Four Takeaways on the Race to Amass Data for A.I. – New York Times
AI is powering Google to a $2 trillion market cap – Quartz
Mistral, a French start-up considered a promising challenger to OpenAI and Google – New York Times
Humane releases its widely anticipated Ai Pin, a wearable badge that doubles as an AI-powered smart device – Tech Crunch
Tech Leaders Once Cried for AI Regulation. Now the Message Is ‘Slow Down’ - Wired
How Tech Giants Cut Corners to Harvest Data for A.I. – New York Times
What to Know About Tech Companies Using A.I. to Teach Their Own A.I. - New York Times
Google's DeepMind CEO says the massive funds flowing into AI bring with it loads of hype and a fair share of grifting - Business Insider
Amazon Abandons AI Grocery Stores – Futurism
For AI firms, anything "public" is fair game - Axios
Big tech companies are expanding their AI empires using old playbooks - Semafor
Big AI is just going to keep getting bigger - Axios
The Fear That Inspired the Creation of OpenAI - Wired
Google Co-Founder Admits The Tech Giant Got Its AI Image Generation Tool All Wrong - Digg
Google’s AI problems expose deeper industry dilemma - Semafor
OpenAI expands its communications operation - Axios
More than 100 top AI researchers have signed an open letter calling on generative AI companies to allow investigators access to their systems - Washington Post
Adobe Finds AI Hype Is a Two-Edged Sword - Wall Street Journal
Nvidia reveals Blackwell B200 GPU, the ‘world’s most powerful chip’ for AI - The Verge
The Fight for AI Talent: Pay Million-Dollar Packages and Buy Whole Teams - Wall Street Journal
Google considering making users pay for AI search results – Futurism
How the Ad Industry Is Making AI Images Look Less Like AI - Wall Street Journal
Google’s AI still giving idiotic answers nearly a year after launch why is it still so crappy? - Futurism
SEC Investigating Whether OpenAI Investors Were Misled – Wall Street Journal
Google pauses Gemini’s ability to generate AI images of people after diversity errors – The Verge
Tech companies go dark about AI advances. That’s a problem for innovation. - Semafor
OpenAI Develops Web Search Product in Challenge to Google – The Information
Google’s AI now goes by a new name: Gemini - The Verge
OpenAI is set to hit $2 billion in revenue — and fast - Quatz
AI companies agree to limit election ‘deepfakes’ but fall short of ban – Washington Post
The AI Industry Is Stuck on One Very Specific Way to Use a Chatbot: Travel Plans – The Atlantic
Amazon AGI team say their AI is showing "emergent abilities" – Futurism
Nvidia Declares AI a ‘Whole New Industry’—and Investors Agree – Wall Street Journal
Google Is Giving Away Some of the A.I. That Powers Chatbots Like Meta – New York Times
TikTok owner ByteDance launches its answer to OpenAI’s GPTs, accelerating a generative AI push - South China Morning Post
OpenAI is working on AI education, safety initiative with Common Sense – CNBC
Data centers in the middle of nowhere - Semafor
America Already has an AI Underclass – The Atlantic
AI is entering an era of corporate control - The Verge
OpenAI delays launch of custom GPT store until early 2024- Axios
An Artist in Residence on A.I.’s Territory – New York Times
There Was Never Such a Thing as ‘Open’ AI Transparency isn’t enough to democratize the technology - The Atlantic
Why hot AI startup Anthropic wanted a lower valuation - Semafor
Fox Corp. launches blockchain platform to negotiate with AI firms – Axios
Microsoft briefly overtakes Apple as world's most valuable company - Reuters
Google may layoff 30,000 employees as AI improves operational efficiency: Report – Business Today
‘Microsoft is back.’ How AI put the five-decade-old tech giant on top again. – Washington Post
Meta is bucking just about every AI trend, including the ‘boys club’ - Semafor
America Already has an AI Underclass – The Atlantic
AI is entering an era of corporate control - The Verge
OpenAI delays launch of custom GPT store until early 2024- Axois
An Artist in Residence on A.I.’s Territory – New York Times
There Was Never Such a Thing as ‘Open’ AI Transparency isn’t enough to democratize the technology - The Atlantic
Why hot AI startup Anthropic wanted a lower valuation - Semafor
Fox Corp. launches blockchain platform to negotiate with AI firms – Axios
Microsoft briefly overtakes Apple as world's most valuable company - Reuters
Google may layoff 30,000 employees as AI improves operational efficiency: Report – Business Today
OpenAI Is in Early Talks to Raise New Funding at $100 Billion Valuation - Bloomberg
Ego, Fear and Money: How the A.I. Fuse Was Lit – The New York Times
OpenAI’s Custom Chatbots Are Leaking Their Secrets - Wired
Expert survey: Don't trust tech CEOs on AI – Axios
GitHub’s AI coding assistant, Copilot, is a moneymaker – Semafor
Meta disbanded its Responsible AI team - The Verge
OpenAI’s New Weapon in Talent War With Google: $10 Million Pay Packages for Researchers – The Information
Top Google executive: ‘We don’t believe in outsourcing’ AI development – Semafor
Seeking a Big Edge in A.I., South Korean Firms Think Smaller - The New York Times
OpenAI unveils ambitions to compete more directly with Big Tech – Washington Post
3 ways to test your AI’s effectiveness – Legal Dive
AI Revolution: Top Lessons from OpenAI, Anthropic, CharacterAI, & More – a16z (podcast)
The TIME100 Most Influential People in AI - TIME
Silicon Valley startups lean into AI boom – Axios
These Prisoners Are Training AI – Wired
Artificial intelligence technology behind ChatGPT was built in Iowa — with a lot of water – KBUR
Meta is Developing its Own LLM to Compete with OpenAI – Social Media Today
Microsoft, Google rebuild around AI with Windows and Bard updates – Axios
The New ChatGPT Can ‘See’ and ‘Talk.’ Here’s What It’s Like. – New York Times
The State of Large Language Models – Scientific American
OpenAI has quietly changed its ‘core values’ - Semafor
Google Brain cofounder says Big Tech companies are inflating fears about the risks of AI wiping out humanity because they want to dominate the market – Business Insider
New synthetic data techniques could change the way AI models are trained - Semafor
AI Startup Buzz Is Facing a Reality Check – Wall Street Journal
Nearly 20% of the world's top 1,000 websites are blocking crawler bots that gather data for AI services – Originality.AI
Prediction: AI will add $4.4 trillion to the global economy annually – New York Times
Behind the AI boom, an army of overseas workers in ‘digital sweatshops’ – Washington Post
How ChatGPT Kicked Off an A.I. Arms Race – New York Times
How ChatGPT became the next big thing - Axios
OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic - TIME
The state of AI in 2023: Generative AI’s breakout year – McKinsey
Microsoft confirms it’s investing billions in the creator of ChatGPT - CNN
What to know about OpenAI, the company behind ChatGPT - Washington Post
AI is entering an era of corporate control - The Verge
Inside Meta's scramble to catch up on AI - Reuters
Immigrants play outsize role in the AI game - Axios
Apple Is an AI Company Now - The Atlantic
Websites That Have Blocked OpenAI’s GPTBot CCBot Anthropic, a 1000 Website Study - Originality. ai
What OpenAI Really Wants - Wired
Coding & AI
Many developers still aren't really sure how useful Gen AI tools will be for them – MSN
With AI writing so much code, should you still study computer science? – Business Insider
AI company launches coding assistant trained on over 80 programming languages – ItPro
AI Copilots Are Changing How Coding Is Taught - IEEE
How to Learn to Code with ChatGPT in 2024 – Geeky-Gadgets
How AI assistants are already changing the way code gets made – MIT Tech Review
Computer Science Is No Longer the Safe Major - The Atlantic
How to Learn Python Quickly with ChatGPT – Geeky Gadgets
AI Is Writing Code Now. For Companies, That Is Good and Bad. – Wall Street Journal
The rise of the novice coder: Can AI turn every employee into a developer? – Semafor
Forcing AI on developers is a bad idea that is going to happen – The Register
Top R Packages for Data Science You Need to Know – Analytics Insight
For coders, AI not a threat but a ladder up the value chain – Financial Express
ChatGPT Spells The End Of Coding As We Know It – Digg
ChatGPT Isn't Coming for Your Coding Job – Wired
There’s a new AI unicorn that will make coders faster – Semafor
Can ChatGPT write better code than Data Scientist? – Medium
5 ChatGPT features to boost your daily work And how to enhance your code quality using it – Medium
Why AI hasn’t made coding skills obsolete – Fordham Institute
How to Learn to Code with ChatGPT in 2024 – Geeky-Gadgets
How AI assistants are already changing the way code gets made – MIT Tech Review
Computer Science Is No Longer the Safe Major - The Atlantic
How to Learn Python Quickly with ChatGPT – Geeky Gadgets
AI Is Writing Code Now. For Companies, That Is Good and Bad. – Wall Street Journal
The rise of the novice coder: Can AI turn every employee into a developer? – Semafor
Courses & Guides about AI
How to use ChatGPT for data analysis and research - Beginners Guide - Geeky Gadgets
Amazon Offers Free AI Courses, Aiming to Help 2 Million People Build AI Skills by 2025 – Open Culture
How to Access Hundreds of AI Training Courses on LinkedIn for Free – Tech.co
24 of the best AI and ChatGPT courses you can take online for free – Mashable
How to use ChatGPT – 7 tips for beginners – Tech Radar
Want to Learn AI? AI Will Teach You – Wall Street Journal
Is AI Hard to Learn - A Comprehensive Guide [2024] – SimpleiLearn
How to use Perplexity AI for research and data analysis – Geeky Gadgets
These Free LinkedIn Courses Will Teach You How to Use AI - Life Hacker
Creative Arts & AI
Ted Chiang Is Wrong About AI Art It’s real. But it isn’t revolutionary. – The Atlantic
Why A.I. Isn’t Going to Make Art – The New Yorker
Create Better AI Images With These Expert Prompt Writing Tips – CNET
So long, point-and-click: How generative AI will redefine the user interface - ZDnet
Video game actors go on strike over AI protections – Semafor
Colin Kaepernick lost control of his story. Now he wants to help creators own theirs – Tech Crunch
The music industry is coming for AI – NPR
The AI artist who used Bad Bunny’s voice — and shot to fame – Rest of World
How to Write a Book with AI in 2024 – GeekyGadgets
AI can’t make music — but that doesn’t mean it poses an empty threat to musicians - The Atlantic
OpenAI rolls out voice mode after delaying it for safety reasons – Washington Post
India’s star audio content company is going all in on AI. Will listeners tune in? - Rest of World
New study on AI-assisted creativity reveals an interesting social dilemma – PsyPost
FBI busts musician’s elaborate AI-powered $10M streaming-royalty heist – ArsTechnica
AI Is Coming for Amateur Novelists. That’s Fine – The Atlantic
AI category debuts at Asia’s largest genre film festival – Semafor
Why video journalism is not ready to ditch its editors because of AI – Journalism.co
The deluge of bonkers AI art is literally surreal – Washington Post
OpenAI CTO: AI Could Kill Some Creative Jobs That Maybe Shouldn't Exist Anyway - PCMag
UMG Offers Voice-Clone Tech to Artists With SoundLabs Partnership – Rolling Stone
Humans VS AI: Who’s Better at Designing? – Medium
AI vs Designer: Who’s better at pairing fonts? - Better Web Type
Sentient design: AI and the next chapter of UX – Big Medium
Record labels sue two AI startups for copyright infringement – Axios
Facebook Is Already Mistakenly Tagging Real Photos as "Made With AI" – Futurism
All-AI Ad From Toys ‘R’ Us Inspires Debate Over the Future of Marketing – Wall Street Journal
Tool preventing AI mimicry cracked; artists wonder what’s next – Ars Technica
How Adobe manages AI ethics concerns while fostering creativity - ZDnet
Web publishers brace for carnage as Google adds AI answers – Washington Post
Country Star Who Can't Sing After Stroke Releases New Song Using AI – Futurism
The rise of Generative AI-driven design patterns – UX Design
OpenAI says it’s building a tool to let content creators ‘opt out’ of AI training – Tech Crunch
What Do You Do When A.I. Takes Your Voice? - New York Times
New Federal Bill Could Require Disclosure of Songs Used in AI Training – Billboard
Getty Images CEO Calls for Industry Standards Around AI: “There were more images created through AI last year than there were created through lens-based technologies.” – Hollywood Reporter
In the Battle of Drake vs. Kendrick Lamar, A.I. Is Playing Spoiler – New York Times
Using AI for Accessibility - Moritz Giessmann
AI Art is the New Stock Image - iA
The best AI image generators to create AI art – Fast Company
The creative future of generative AI - MIT
Meta launches AI-based video editing tools - Reuters
Contract for WGA, the Hollywood writers' union, includes historic AI rules - Axios
Amazon restricts authors from self-publishing more than three books a day after AI concerns – The Guardian
As AI Battle Lines Are Drawn, Studios Align With Big Tech in a Risky Bet - Hollywood Reporter
Art direction vs artificial intelligence: A helpful tool or an added hassle? - Its Nice That
DeepMind and YouTube release Lyria, a gen-AI model for music, and Dream Track to build AI tunes - Tech Crunch
Generative AI in film & TV: A Special Report - Variety
YouTube Shorts Challenges TikTok With Music-Making AI for Creators - Wired
How Frank Sinatra and Yo Gotti Are Influencing the Future of Music on YouTube - Wall Street Journal
Will AI ruin audiobooks — for narrators and listeners? - The Washington Post
AI-Generated Art: Boom or Bust for Human Creativity? –-Center for Data Innovation
Staying Human While Using Generative AI Tools for Content Marketing - CMS Wire
Director Christopher Nolan reckons with AI’s ‘Oppenheimer moment’ - The Washington Post
AI study suggests famous Raphael painting was not entirely his own work – Euro News
How AI is transforming the creative economy and music industry - Athens Messenger
ChatGPT, DALL-E 2 and the collapse of the creative process – The Conversation
The Truth About AI Getting "Creative" - Marques Brownlee (video)
What Dreams & AI have in common – Kevin Kelly’s blog
Is Adobe's AI art feature as creepy as it sounds? – Creative Bloq
Generative AI may shorten the time it takes to create richer and more thoughtful content - Semafor
Your Creativity Won’t Save Your Job From AI – The Atlantic
8 Big Questions about AI – New York Times
Is AI better at picking and pairing fonts than you? – Better Web Type
Using AI to do the work you don’t want to do – The Dropbox Blog
How to defend against the rise of ChatGPT? Think like a poet – Washington Post
Dangers of AI
Justice Department Pushes Companies to Consider AI Risks - Wall Street Journal
Could AI Lead to the Escalation of Conflict? PRC Scholars Think So – Lawfare Media
Police officers are starting to use AI chatbots to write crime reports. Will they hold up in court? – Associated Press
Will A.I. Ruin the Planet or Save the Planet? – New York Times
How Experts in China and the United Kingdom View AI Risks and Collaboration – Data Innovation
A booming industry of AI age scanners, aimed at children’s faces - Washington Post
Why AI Risks Are Keeping Board Members Up at Night – Wall Street Journal
Many safety evaluations for AI models have significant limitations – Tech Crunch
There’s no way for humanity to win an AI arms race – Washington Post
Using AI to write a fan letter – NPR
Can machine-learning algorithms distinguish truth from falsehood? – The Atlantic
A.I.’s Insatiable Appetite for Energy – New York Times
Nicolas Cage Says He’s Terrified AI Will "Steal" His Body – Futurism
Researcher Studying Married Men With AI Girlfriends – futurism
A Hacker Stole OpenAI Secrets, Raising Fears That China Could, Too – New York Times
AI is not a magic wand – it has built-in problems that are difficult to fix and can be dangerous – The Conversation
First Came ‘Spam.’ Now, With A.I., We’ve Got ‘Slop’ - New York Times
AI start-up sees thousands of vulnerabilities in popular tools – Washington Post
AI Is Helping Scammers Outsmart You—and Your Bank - Wall Street Journal
AI is exhausting the power grid. Tech firms are seeking a miracle solution. - Washington Post
AI boyfriends from Replika and Nomi are attracting more women – Axios
Opinion: A.I.’s Benefits Outweigh the Risks - New York Times
Google’s AI Search Gives Sites Dire Choice: Share Data or Die – Bloomberg
A booming industry of AI age scanners, aimed at children’s faces - Washington Post
AI's Trust Problem – Harvard Business Review
U.S. Army soldier charged with using AI to create child sexual abuse images – Washington Post
A student built a fusion reactor at home in just 4 weeks using $2,000 and AI - BGR
What AI thinks a beautiful woman looks like - Washington Post
4 Types of Gen AI Risk and How to Mitigate Them – Harvard Business Review
OpenAI, Google DeepMind's current and former employees warn about AI risks – Reuters
This Is What It Looks Like When AI Eats the World - The Atlantic
The Low-Paid Humans Behind AI’s Smarts Ask Biden to Free Them From ‘Modern Day Slavery’ – Wired
Janet Yellen warns AI in finance poses ‘significant risks’ - CNN
A.I.’s Black Boxes Just Got a Little Less Mysterious – New York Times
Spam, junk … slop? The latest wave of AI behind the ‘zombie internet’ - The Guardian
The big AI risk not enough people are seeing – The Atlantic
Equipped with AI tools, hackers make apps riskier than ever – CS Online
When AI Gets It Wrong, Will It Be Held Accountable? - RAND
In novel case, U.S. charges man with making child sex abuse images with AI - – Washington Post
The ugly truth behind ChatGPT: AI is guzzling resources at planet-eating rates – The Guardian
AI will transform sports betting. It will also increase the risks. – Washington Post
Huge Power Demand for AI Is Keeping Polluting Coal Plants Alive – Futurism
What Ever Happened to the AI Apocalypse? Out: building God. In: partnering with Apple. – NY Mag
UN secretary general warns humanity on ‘knife’s edge’ as AI raises nuclear war threat – The Guardian
Concern rises over AI in adult entertainment – BBC
Generative AI's refusal to produce ‘controversial’ content can create echo chambers – Fast Company
How I Built an AI-Powered, Self-Running Propaganda Machine for $105 – Wall Street Journal
AI can pretend to be stupider than it really is, Scientists find – Futurism
Lab reveals how AI safety features can be easily bypassed - The Guardian
New York's AI chatbot tells people to break laws and do crimes - Quartz
Why can’t anyone agree on how dangerous AI will be? – Vox
US says leading AI companies join safety consortium to address risks – Reuters
Despite the AI safety hype, a new study finds little research on the topic – Semafor
Jon Stewart On The False Promises of AI (video) – The Daily Show
Ukraine's attacks on Russian oil refineries shows the growing threat AI drones pose to energy markets – NBC Connecticut
AI deepfakes threaten to upend global elections. No one can stop them. – Washington Post
How Will Artificial Intelligence (AI) Affect Children? – Healthy Children
A National Security Insider Does the Math on the Dangers of AI – Wired
Could AI-generated content be dangerous for our health? – The Guardian
To understand the risks posed by AI, follow the money – The Conversation
Banks told to anticipate risks from using AI, machine learning – Reuters
The risks of expanding the definition of ‘AI safety’ – Semafor
Facial Recognition Used to Evict Single Mother for Taking Night Classes – Futurism
Microsoft Copilot AI suggested self-harm to a user – Quartz
AI-powered sports betting has spurred a public health emergency – 60 Minutes
GPT-4 only makes it slightly easier to create a bioweapon, OpenAI says – Semafor
Deepfake A.I. Is Coming for the Past, Too – New York Times
AI Data Centers need so much power they may need built-in Nuclear Reactors – Futurism
Scammers and spammers are trying to make money by using AI to pump out massive quantities of content to reach the top of Google search results – Business Insider
Gen AI and the racial wealth gap – McKinsey
AI is taking water from the desert – The Atlantic
Public trust in AI is sinking across the board - Axios
In Tests, GPT-4 Strangely Itchy to Launch Nuclear War - Futurism
Why We Must Resist AI’s Soft Mind Control – The Atlantic
Once an AI model exhibits 'deceptive behavior' it can be hard to correct, researchers at OpenAI competitor Anthropic found – Business Insider
AI fears creep into finance, business and law - The Washington Post
Making an image with generative AI uses as much energy as charging your phone - MIT Tech Review
Survey identifies media literacy skills gap amidst rise in AI-generated content - Poynter
Don't Fear ChatGPT's Brain. Worry About Its Very, Very Scary Body - Digg
How AI fake news is creating a ‘misinformation superspreader’ - The Washington Post
‘A certain danger lurks there’: how the inventor of the first chatbot turned against AI - The Guardian
AI's real risk is that people will make things worse - The Washington Post
Dark Corners of the Web Offer a Glimpse at A.I.’s Nefarious Future – New York Times
Zuckerberg’s AGI remarks follow trend of downplaying AI dangers – Ars Technica
New Psychological and Ethical Dangers of 'AI Identity Theft' – Psychology Today
A New Study Says AI Is Eating Its Own Tail – Popular Mechanics
Why the Godfather of A.I. Fears What He’s Built – The New Yorker
How AI fake nudes ruin teenagers’ lives - The Washington Post
IAC warns regulators generative AI could wreck the web – Axios
AI can imitate people and make them do things on screen and in reality it wasn’t even them – The Guardian
Cutting-edge AI raises fears about risks to humanity. Are tech and political leaders doing enough? - The Washington Post
A.I. Muddies Israel-Hamas War in Unexpected Way - The New York Times
AI-generated child sexual abuse images could flood the internet. A watchdog is calling for action - The Washington Post
AI Search Is Turning Into the Problem Everyone Worried About – The Atlantic
Sam Altman's firing fuels myth of AI restraint – Axios
Global Leaders Warn A.I. Could Cause ‘Catastrophic’ Harm – The New York Times
A.I. Could Soon Need as Much Electricity as an Entire Country – New York Times
AI becoming sentient is risky, but that’s not the big threat. Here’s what is… - Science Focus
Why humans can't trust AI: You don't know how it works, what it's going to do or whether it'll serve your interests – Japan Today
‘A.I. Obama’ and Fake Newscasters: How A.I. Audio Is Swarming TikTok – New York Times
Google and Microsoft Are Supercharging AI Deepfake Porn – Bloomberg
How the inventor of the first chatbot turned against AI – The Guardian
Tools such as ChatGPT threaten transparent science; here are our ground rules for their use – Nature
China AI & Semiconductors Rise: US Sanctions Have Failed – Semi Analysis
Craigslist founder Craig Newmark is pouring millions of dollars into combating AI’s dark side – CNBC
The risk is that AI models will inevitably converge on a point at which they all share the same enormous training set collectivizing whatever inherent weaknesses that set might have. AIs don't know what they don't know. And that can be very dangerous. Axios
The perennial problem is that technology and computing are portrayed in popular media as magic. Even in this Mission Impossible movie, the idea is once the good guys get a key to access the Entity’s source code, the AI can be controlled. That’s a misunderstanding. Even if you had the actual source code of an AI, it wouldn’t tell you what you need to know. -Alex Hanna, director of research at the Distributed AI Research Institute Washington Post
Experts are raising alarms about the mental health risks and the emotional burden of navigating an information ecosystem driven by AI that's likely to feature even more misinformation, identity theft and fraud. Axios
“If you look at phishing filters, they have to learn first, and by the time they learn, they already have a new set of phishing emails coming,” Srinivas Mukkamala, chief product officer at cybersecurity software company Ivanti, told reporters. “So the chances of a phishing email slipping your controls is very, very high.” Route 55
AI technologies are bad for the planet too. Training a single AI model – according to research published in 2019 – might emit the equivalent of more than 284 tonnes of carbon dioxide, which is nearly five times as much as the entire lifetime of the average American car, including its manufacture. These emissions are expected to grow by nearly 50% over the next five years. The Guardian
Tools like Amazon’s CodeWhisperer and Microsoft-owned GitHub Copilot suggest new code snippets and provide technical recommendations to developers. By using such tools, it is possible that engineers could produce inaccurate code documentation, code that doesn’t follow secure development practices, or reveal system information beyond what companies would typically share. Wall Street Journal
Attackers are using artificial intelligence to write software that can break into corporate networks in novel ways, change appearance and functionality to beat detection, and smuggle data back out through processes that appear normal. Washington Post
Doctored photos are "a nifty way to plant false memories" and "things are going to get even worse with deep fake technology," psychologist Elizabeth Loftus said at the Nobel Prize Summit last month that focused on misinformation. Axios
In a world where talent is as scarce and coveted as it is in AI right now, it’s hard for the government and government-funded entities to compete. And it makes starting a venture capital-funded company to do advanced safety research seem reasonable, compared to trying to set up a government agency to do the same. There’s more money and there’s better pay; you’ll likely get more high-quality staff. Vox
“It’s possible that super-intelligent A.I. is a looming threat, or that we might one day soon accidentally trap a self-aware entity inside a computer—but if such a system does emerge, it won’t be in the form of a large language model.” New Yorker
AI will be at the center of future financial crises — and regulators are not going to be able to stay ahead of it. That's the message being sent by SEC chair Gary Gensler, arguably the most important and powerful regulator in the U.S. at the moment. Axios
The challenge with generative AI is that the technology is developing so quickly that companies are rushing to figure out if it introduces new cybersecurity challenges or magnifies existing security weaknesses. Meanwhile, technology vendors have inundated businesses with new generative AI-based features and offerings—not all of which they need or have even paid for. Wall Street Journal
An estimated 3,200 hackers will try their hand at tricking chatbots and image generators, in the hopes of exposing vulnerabilities. “We’re trying something very wild and audacious, and we’re hopeful it works out.” -Semafor
Researchers have found an AI-driven attack that can steal passwords with up to 95% accuracy by listening to what you type on your keyboard. Metro
Facial Recognition Software leads Detroit Police to Wrongly Arrest Pregnant Woman – Click on Detroit
Supermarket AI meal planner app suggests recipe that would create chlorine gas – The Guardian
AI is being used to give dead, missing kids a voice they didn’t ask for – Washington Post
AI is sleepwalking us into surveillance – UX Design
The dangers of open source AI - Axios
FBI issues warning about AI malware assaults – Analytics Insights
The $1 billion gamble to ensure AI doesn’t destroy humanity – Vox
ChatGPT falsely accused me of sexual harassment. Can we trust AI? USA Today
A New Frontier for Travel Scammers: A.I.-Generated Guidebooks – New York Times
Don't get scammed by fake ChatGPT apps: Here's what to look out for – ZD Net
Seven AI companies commit to safeguards at the White House's request – Engadget
The 'AI Apocalypse' Is Just PR – The Atlantic
This Is Why We Can't Have Nice Things Like AI (the problems with facial recognition) - Above the Law
'ChatGPT is the new crypto': Meta warns hackers are exploiting interest in the AI chatbot – CNN
A.I. Needs an International Watchdog, ChatGPT Creators Say – New York Times
IBM researchers show ways ChatGPT, Bard can be tricked into helping with hacks – Axios
Assessing the existential risk of AI – MIT Tech Review
The potential dangers of using artificial intelligence as a weapon of war - NPR
India’s religious AI chatbots are speaking in the voice of god - Rest of World
AI-generated child sex images spawn new nightmare for the web – Washington Post
Princeton computer science professor says don't panic over 'bullshit generator' ChatGPT - Business Insider
Developers Created AI to Generate Police Sketches. Experts Are Horrified - Vice
Calm Down. There is No Conscious A.I. – Gizmodo
AI can be racist, sexist and creepy. What should we do about it? - CNN
The case for slowing down AI – Vox
More than 1,000 tech leaders & researchers call for a six-month moratorium on AI development over “risks to society and humanity.” - New York Times
Claudia offers nude photos for pay but is a fake AI creation - Washington Post
Why Hollywood Really Fears Generative AI - Wired
How AI is already changing the 2024 election - Axios
Chatbots have faced criticism for messing up key historical facts, fabricating sources, and citing misinformation about each other - Columbia Journalism Review
OpenAI CEO Sam Altman Says Government Intervention Is 'Crucial' – Entrepreneur
The internet is filled with videos promising AI can make you rich. But there is little evidence to prove it can. – Washington Post
What happens when AI becomes so integrated into our daily decision-making that we become dependent on it? - Inside Higher Ed
Will AI replace coders? - The Guardian
U.S. Grapples With Potential Threats From Chinese AI - Wall Street Journal
Researchers failed to identify one-third of medical journal abstracts as written by AI - Bioxiv
Why AI Will Make Our Children More Lonely - Wall Street Journal
Hackers are already abusing ChatGPT to write malware - Axiox
Armed With ChatGPT, Cybercriminals Build Malware And Plot Fake Girl Bots - Forbes
Mutating malware can be built using the ChatGPT - CSO
Experts have already seen and documented more than 60 smaller-scale examples of AI systems trying to do something other than what their designer wants - Google Spreadsheet list
Tech security firm Zscaler (cites) AI as a factor in the 47 percent surge in phishing attacks it saw last year - Washington Post
Many of these applications are potentially vulnerable to prompt injection and it’s not clear to me that this risk is being taken as seriously as it should - Simon Wilson’s Blog
The Security Hole at the Heart of ChatGPT and Bing - Wired
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Geospatial intelligence capability communication is being weaponized (sub. req.)
AI Definitions: foundation models
A Data Scientist GenAI Survival Guide
Maven helps Military emergency responders pinpoint where to place aid
The 10 most prevalent and impactful vulnerabilities in large language model
AI Definitions: Data Scientist
An alternative framework for understanding memory in large language models
The release of the Qwen2.5-Coder series
Injecting Logic into Contexts for Full Reasoning in Large Language Models
CLIP for vision-language foundation models
How I Would Learn Data Science in 2024
Smaller LLMs perform well but this paper suggests they are also fragile
AI Definitions: AI model collapse
Correlating measures of hierarchical structures in artificial neural networks with their performance
How AutoML is changing the landscape of ML development
Can damage from fine-tuning an AI model be fixed? These researchers think so
The Data Centric Approach— rather than focusing on better models working on higher quality data
Definitions (basic terms are starred)
Abstractive summarization – Using natural language techniques to interpret and understand the important aspects of a text and generate a summary. On the other hand, extractive summarization identifies important sections from text and producing a subset of sentences from the original text. While abstractive summarization generates entirely new sentences sometimes not found in the source material, extractive summarization sticks to the original text. Abstractive summarization is better when the meaning is more important and extractive summarization is better when sticking to the original language is more important.
Agentic AI Agents - Unlike AI prompts requiring user conversations, AI agents work in the background. Users provide a goal (from researching competitors to virtual assistant functions like buying a car or planning a vacation), and the agent acts independently, generating task list and starting to work by breaking down the overall goal into smaller steps. The ability to understand complex instructions is crucial for agentic AI to be effective. Rather than passive processors of language, these proactive active agents can work independently to produce practical, real-world applications in uncertain but data-rich environments as it interacts with external tools and APIs.
Artificial General Intelligence (AGI) – While there is no general agreement as to its definition, most experts would agree that AGI, instead of focusing on solving specific problems (like Deep Blue which was good at chess), this type of AI has broader uses and, in some instances, can possesses seemingly human-level intelligence to learn and adapt. Beyond AGI lies the more speculative goal of "sentient AI," where the programs become aware of their own existence with feelings and desires.
AI Boom (or AI Spring) – A period of rapid AI growth driven by significant improvements in AI algorithms and models.
AI Evolution
Generative AI sounds like a person.
AGI (artificial general intelligence) reasons like a person.
Sentient AI thinks it's a person.
AI model collapse - The idea that AI can eat itself by running out of fresh data, so that it begins to train on it’s on product or the product of another AI. This would magnify errors and bias and make rare data more likely to be lost.
AI Washing - This references a company’s misleading claims about its use of AI. It’s a marketing tactic that exaggerates the amount of AI technology used in their products to appear more advanced than they actually are. AI washing takes its name from greenwashing, where companies make false or misleading claims about the positive impact they have on the environment
AI winter - A period where funding and interest in the field subsided considerably.
*Algorithms - Direct, specific instructions for computers created by a human through coding that tells the computer how to perform a task. Like a cooking recipe, this set of rules has a finite number of steps. More specifically, it is code that follows the algorithmic logic of “if”, “then”, and “else.” An example of an algorithm would be: IF the customer orders size 13 shoes, THEN display the message ‘Sold out, Sasquatch!’; ELSE ask for a color preference.
Algorithms make one of two approaches:
1. Rule-based algorithms – direct, specific instructions are created by a human.
2. Machine-learning algorithms – The data and goal is given to the algorithm, which works out for itself how to reach the goal. There is a popular perception that algorithms provide a more objective, more complete view of reality, but they often will simply reinforce existing inequities, reflecting the bias of creators and the materials used to train them.
2. Machine-learning algorithms – under the larger umbrella of AI, the data and goal is given to the algorithm, which works out for itself how to reach the goal.. There is a popular perception that algorithms provide a more objective, more complete view of reality, but they often will simply reinforce existing inequities, reflecting the bias of creators and the materials used to train them.
Apache Spark - This data processing tool can be used on very large data sets. Its “cluster computing” uses resources from many computer processors linked together for rapid data processing and real-time analytics. Thus, it supports "predictive analytics." For instance, it can analyze video or social media data automatically. It's a scalable solution meaning that if more oomph is needed, you can simply introduce more processors into the system. It has basically replaced MapReduce as the batch processing engine in Hadoop.
API - (application programming interface) This software acts as a go-between for applications, programs, or systems to allow them to talk to each other. APIs are essentially acting as translators for AI platforms.
*Artificial Intelligence (AI) - Making machines intelligent so they can take some decisions on their own according to the situations without the need of any human interference. The defining feature of artificial intelligence is that the computer system behavior is learned from data rather than explicitly programmed.
Bard AI - Now Gemini.
*Big Data - Data that’s too big to fit on a single server. Typically, it is unstructured and fast moving. In contrast, small data fits on a single server, is already in structured form (rows and columns), and changes relatively infrequently. If you are working in Excel, you are doing small data. Two NASA researchers (Michael Cox and David Ellsworth) first wrote in a 1997 paper that when there’s too much information to fit into memory or local hard disks, “We call this the problem of big data.” Many companies wind up with big data, not because they need it, they just haven’t bothered to delete it. Thus, big data is sometimes defined as “when the cost of keeping data around is less than the cost of figuring out what to throw away.”
Big Data looks to collect and manage large amounts of varied data to serve large-scale web applications and vast sensor networks. Meanwhile, data science looks to create models that capture the underlying patterns of complex systems, and codify those models into working applications. Although big data and data science both offer the potential to produce value from data, the fundamental difference between them can be summarized in one statement: collecting does not mean discovering. Big data collects. Data science discovers.
C and C++ - These programming languages are a good choice for data scientists working on projects that require high performance or massive scalability. It can compile data quickly and efficiently.
Causal AI - While large language models, traditional machine learning needs a lot of data, causal AI focuses on cause-effect relationships and needs less data. Beyond connecting data points, it looks for direction between the data points.
*ChatGPT - This OpenAI chatbot remembers what you've written or said, so the interaction has a dynamic conversational feel. Give the software a prompt and it creates articles. GPT-4 can use both images and text as inputs, process up to 25K words. It can write and explain code. It doesn’t do sourcing but can browse the internet with Bing. There is a limited free version or pay $20 a month for ChatGPT Plus.
*Claude - This AI is from Anthropic, a startup co-founded by ex-OpenAI execs with funding from Google. Like ChatGPT, it can act on text or uploaded files. Indexed through 2023. Useful for summarizing long transcripts, clarifying complex writings, and generating lists of ideas and questions. Can analyze up to 75K words at a time. Free.
Constitutional AI - This type of AI is similar to reinforcement learning with human feedback (RLHF for short). Rather than use human feedback, the researchers present a set of principles (or “constitution”) and ask the model to revise its answers to prompts to comply with these principles.
*Dall-E - OpenAI’s tool that turns written text into images using AI. Named after painter Salvador Dali and Disney Pixar’s WALL-E. A limited number of images are free.
Data Lake - Giant, messy swamps of data where no one really knows what’s in the data or whether it is safe to clean them up.
Data Poisoning – An attack on a machine-learning algorithm where malicious actors insert incorrect or misleading information into the data used to train an AI model to pollute the results. It also can be used as a defensive tool to help creators reassert some control over the use of their work.
Data Science - Using machine learning to make predictions, combining ML with other disciplines (like big data analytics and cloud computing) to solve real-world problems.
Data Scientist - A data scientist is a person who is responsible for gleaning insight from a massive pool of data. Data scientists typically have advanced degrees in a quantitative field, like computer science, physics, statistics, or applied mathematics. With a strong understanding of math and statistics, they possess the knowledge to invent new algorithms in order to solve data problems. They will typically use programming languages like Python, R, and SQL. They will be familiar with using big data tools like Hadoop and Apache Spark and have experience working with unstructured data. If you don't see these skills on a resume, then that person probably isn't a data scientist.
Deepfake – AI-produced images, photos or videos produced by AI tools designed to fool people into thinking the images are real.
Deep Learning – Training computers to use neural networks and solve problems. It involves a particular kind of mathematical model. The word “deep” means that the composition has many “blocks” of neural networks stacked on top of each other, and the trick is adjusting the blocks that are far from the output, since a small change there can have very indirect effects on the output. It is the dominant way to help machines sense and perceive the world around them. It powers the image-processing operations of firms like Facebook and Google, self-driving cars, and Google’s on-the-fly language translations.
The ELIZA effect - where humans mistake unthinking chat from machines for that of a human.
Extractive summarization - Identifying the important sections of a text and then producing a subset of sentences from that original text. On the other hand, abstractive summarization, uses natural language techniques to interpret and understand the important aspects of a text in order to generate a more “human” friendly summary. While abstractive summarization generates entirely new sentences that are sometimes not in the source material, extractive summarization sticks to the original text. This is particularly helpful when accuracy and maintaining the author's original intent are the priority.
*Existential risk – The danger that an AI system might threaten humanity's future as the result of a malfunction.
Facial recognition - This AI technology uses statistical measurements of a person’s face to identify them against a digital database of other faces. For instance, Clearview AI was trained on billions of images. These AI-powered systems are used to unlock phones, verify passports, and scan crowds at events for malicious actors. It’s used by many US agencies including the FBI and Department of Homeland Security. It has a serious problem with false positives and a history of unintended harms and intentional misuse based on racial and gender bias.
Foundation models - At the core of many generative AI tools today, data scientists are using foundation models as a new approach to develop machine learning models. In contrast to traditional ML models, which typically perform specific tasks, FMs are adaptable and able to perform a wide range of tasks with accuracy. These large deep-learning neural networks are trained on massive datasets. Foundation models are also known as Large X Models or LXMs. A video explanation.
*Gemini AI - Google’s conversational AI (formally Bard). It lacks attribution and links to background articles. Free to use.
*Generative AI (GenAI) - Artificial intelligence that can produce media content (text, images, audio, video, etc.). It operates similarly to the “type ahead” feature on smartphones that makes next-word suggestions.
GPT - A LLM designed AI that goes through an unsupervised period followed by a supervised "fine-tuning" phase. The “GPT” in ChatGPT stands for Generative Pre-Trained Transformer.
*Hallucinations – This is when an AI provides responses that are inaccurate or not based on facts. Generative AI models are designed to generate data that is realistic or distributionally equivalent to the training data and yet different from the actual data used for training. This is why they are good at brainstorming than reflecting the real world and why they should not be treated as sources of truth or factual knowledge. Generative AI models can answer some questions correctly, but this is not what they are designed and trained to do.
Imitation Learning – Along with reinforced learning, this is a popular method for training robots by giving it data on other robots being operated by humans. Out of fashion for decades, it has recently come back into favor in robotics as a result of AI. The downside to this technique is the need for large amounts of data in order for the robots to imitate new behaviors.
*Jasper AI - AI story writing tool for fiction and nonfiction. Pick a tone of voice for style. Pre-built templates available. A more business-focused AI that is particularly helpful for advertising and marketing. Remembers past queries, However, no sources are provided and limited to pre-2022 information. Short free trial. $29 month.
Java - Data scientists may choose to use this programming language to perform tasks related to machine learning data analysis and data mining.
Large Language Models (LLMs) - AI trained on billions of language uses, images and other data. It can predict the next word or pixel in a pattern based on the user’s request. ChatGPT and Google Bard are LLMs.
The kinds of text LLMs can parse out include grammar and language structure, word meaning and context (ex: The word green may mean a color when it is closely related to a word like “paint,” “art,” or “grass”), proper names (Microsoft, Bill Clinton, Shakira, Cincinnati), and emotions (indications of frustration, infatuation, positive or negative feelings, or types of humor).
Large X Models (LXM) – Another name for foundation models.
Liquid Foundation Models (LFM) – This type of AI has a smaller memory footprint but packs greater computational power than the transformer models found in most GenAI systems. Using fewer parameters and neurons than transformers, LFMs are designed to handle a variety of sequential data (such as text, video, and audio) with significant accuracy. LFMs do not rely on existing frameworks as transformers do. They are built from the ground up (that is, built on “first principles”).
*Machine learning (ML) - This subset of AI makes predictions or decisions based on patterns it spots in data sets. The process evolves and adapts on its own as it is exposed to new data, improving the output without explicit programming from a human. An example would be algorithms recommending ads for users, which become more tailored the longer it observes the users‘ habits (someone’s clicks, likes, time spent, etc.). Data scientists combine ML with other disciplines (like big data analytics and cloud computing) to solve real-world problems. However, the results are limited to probabilities, not absolutes. It doesn’t reveal causation. There are four types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning. A clever computer program that simply mimics human-like behavior can be considered AI, but the computer system itself is not machine learning unless its parameters are automatically informed by data without human intervention. Video: Introduction to Machine Learning
Machine Vision - The ability of software to identify the contents of an image.
*MidJourney - Probably the best AI image generator, it uses machine learning to create pictures based on text. However, it is hard for a beginner because the poor user interface.
Narrow AI - The use of artificial intelligence for a very specific task. For instance, general AI would mean an algorithm that is capable of playing all kinds of board game while narrow AI will limit the range of machine capabilities to a specific game like chess or scrabble.
Natural-language processing - This is a type of ML that makes human language intelligible to machines.
*Neural Network - In this type of machine learning computers learn a task by analyzing training examples. It is modeled loosely on the human brain—the interwoven tangle of neurons that process data in humans and find complex associations. Neural networks were first proposed in 1944 by two University of Chicago researchers (Warren McCullough and Walter Pitts) who moved to MIT in 1952 as founding members of what’s sometimes referred to as the first cognitive science department. Neural nets were a major area of research in both neuroscience and computer science until 1969. The technique then enjoyed a resurgence in the 1980s, fell into disfavor in the first decade of the new century, and has returned like gangbusters in the second, fueled largely by the increased processing power of graphics chips. Also see “transformers.”
NoSQL - Real-time transactional databases for fast data storage and update.
Opaque AI - When an AI algorithm operates as a black box that we can’t understand. This can lead to AI systems that inadvertently perpetuate and amplify biases. On the other hand, AI transparency allows for the examination and understanding of how these biases occur, leading to more ethical and fair AI systems. The level of AI opacity varies depending on the industry. For example, in highly regulated industries, transparency is paramount for legal and regulatory compliance.
*Open Source AI - When the source code of an AI is available to the public, it can be used, modified, and improved by anyone. Closed AI means access to the code is tightly controlled by the company that produced it. The closed model gives users greater certainty as to what they are getting, but open source allows for more innovation. Open-source AI would include Stable Diffusion, Hugging Face, and Llama (created by Meta). Closed Source AI would include ChatGPT and Google’s Bard.
Perishable insights - Insights contained in live flowing data.
*Perplexity AI - Acts like a search engine but includes results from the web (unlike ChatGPT). Automatically generates citations of sources and suggests follow-up prompts. Free.
Predictive analytics - This is a method of speculating about future events by making recommendations based on past data. Researchers create complex mathematical algorithms to discover patterns in data about online behavior, human conduct, and nature. One doesn't know in advance what data is important. The statistical models created by predictive analytics are designed to discover which pieces of data will predict the desired outcome. While correlation is not causation, a cause-and-effect relationship is not necessarily needed to make predictions.
*Prompts - Instructions for an AI. It is the main way to steer the AI in a particular direction, indicate your intent, and give it a context to work in. It can be time-consuming if the task is complex.
*Prompt Engineer - An advanced user of AI models, a prompt engineer doesn’t possess special technical skills but is able to give clear instructions, so the AI returns results that most closely match expectations. This skill can be compared to a psychologist who is working with a client who needs help expressing what they know.
Prompt Injection - Like prompt engineering, but with the goal of working around AI to produce harmful content. Hackers use carefully crafted prompts or text-based instructions to manipulate generative AI systems into sharing sensitive information or perform unintended actions by making the model ignore previous instructions.
Python - A popular programming language choice for data scientists, used to building machine learning, data analytics, and data visualization. The Python language is often used to automate tasks.
Quantum Computers – The computers we use today operate on a traditional binary code, which represents information with 0s and 1s. Quantum machines, on the other hand, use quantum bits, or qubits. The unusual properties of qubits make quantum computers far more powerful for some kinds of calculations, including the mathematical problems that underpin much of modern encryption.
R - This scripting language is open-source and widely supported. It is used by data scientists managing large, complex data sets. Considered the best language to combine statistical computing with mathematics and graphics.
Red Teaming - Testing an AI by trying to force it to act in unintended or undesirable ways, thus uncovering potential harms. The term comes from a military practice of taking on the role of an attacker to devise strategies.
Reinforcement Learning - This type of AI learning sits somewhere in between supervised and unsupervised learning. Rather than being given specific goals, the AI is deployed into an environment where it is allowed to train with minimal feedback. This trial-and-error approach involves adjusting weights until high reward outcomes are reached. Desirable behaviors are rewarded, and undesirable behaviors are punished. It is similar to a person learning how to work through levels of a video game, searching for an effective strategy. Reinforcement learning is indeed used in video game development and has been used to help robots adopt to new environments.
Retrieval augmented generation (RAG) – This coding technique instructs the bot to cross-check its answer with what is published elsewhere, essentially helping the AI to self-fact-check. RAG lets companies “ground” AI models in their own data, ensuring that results come from documents within the company.
Robotics - Researchers are using AI to train robots through reinforcement learning and imitation learning. Only a decade ago, learning-based approaches were rare at robotics conferences and often criticized. Now, pairing this technique with generative AI, researchers have been able to quickly teach robots many new tasks.
RLHF - Reinforcement learning with human feedback.
Semi-supervised learning - In this type of AI training, the model works with both labeled and unlabeled data.
Shadow AI - Generative AI use inside organizations without the approval or supervision of IT.
Small Language Models (SLMs) – Requiring less data and training time than large language models, SLMs have fewer parameters making them more useful on the spot or when using smaller devices. Perhaps the best advantage of SLMs is their ability to be fine-tuned for specialized for specific tasks or domains. They are also more useful for enhanced privacy and security and are less prone to undetected hallucinations. Google’s Gemma is an example.
Spark – See Apache Spark.
SQL - Structured Query Language (SQL pronounced ess-kew-ell or sequel) is the most widely used method of accessing databases. This programming language can be used to create tables, change data, find particular data, and create relationships among different tables. For data scientists, it is second in importance after Python. Similar in structure and function to Excel, SQL can work with Excel and is able to handle billions of rows in multiple tables and thousands of users can access this data securely at the same time.
Stable Diffusion - Generates visual creations through AI. Since it is open-sourced, anyone can view the code. Fewer restrictions on how it can be used than DALL-E.
Supervised training - In this type of AI training, the data is labeled by humans before giving it to the AI. For example, the AI might be given a database of messages labeled either “spam” or “not spam.” This is the most common type of machine learning. Expensive and time-consuming, this type of training is used in voice recognition, language translation, and self-driving cars. Anything that takes only a second for a person to do is something that might be performed by AI through supervised training. This is why jobs that are a series of one-second tasks are at risk from it (such as security guard). Most of the present economic value of AI comes from this type of training.
Synthetic Data – Instead of giving real data to LLMs for training (some experts say we are running out of original human data) there’s an idea that LLMs can be told generate data, synthetic data, on which it can be trained. If synthetic data can be made to work, it could negate the problem of using copyrighted material for training. Sceptics say this will lead to a degradation of the data, weakening the performance of the model.
Temperature - a setting within some generative AI models that determines the randomness of the output. The higher the temperature set by the user the more variability there is in the result.
Token – The words and sentences used by people are broken down by LLMs into tokens, mostly for computing efficiency. Think of a token as the root of a word. “Creat” is the “root” of many words including Create, Creative, Creator, Creating, and Creation. “Create” would be an example of a token. Examples: https://platform.openai.com/tokenizer
*Training data - The data initially provided to an AI model for it to create a map of relationships, which it uses to make predictions. Relying on a wide variety of data sources from the web rather than curated, locked-down data sets, can make the training more vulnerable to the insertion of poisoned data by hackers and the model more suspectable to hallucinations.
Transfer learning - This allows a reinforcement-learning system to build on previously acquired knowledge, rather than having to be trained from scratch every time.
Transformer – A deep learning architecture known first discussed at length in Google’s 2017 research paper “Attention Is All You Need.” Every major AI model today (ChatGPT, GPT-4, Midjourney) is built using neural networks called transformers. Previously, recurrent neural networks (RNNs) process data sequentially—that is, one word at a time, in the order in which the words appear. An “attention mechanism” was included to enable a model to consider the relationships between words. Transformers advanced this process by analyzing all the words in a given body of text at the same time rather than in sequence. With transformers, it became possible to create higher-quality language models that could be trained more efficiently and with more customizable features.
The Turing test - Proposed by computing pioneer Alan Turing in 1950, the Turing test measures whether a computer program could fool a human into believing it was human too.
Unsupervised training - In this type of AI training, the AI is turned loose on raw data without a human labeling the data first. The AI isn’t told what to look for. Instead, the network learns to recognize features and cluster similar examples. This reveals hidden groups, links, and patterns within the data. This is helpful when the user cannot describe the thing they are looking, such as a new type of cyberattack. Not as expensive as supervised learning, it can work in real time but is less accurate.
Vector databases - Vector databases – Unlike traditional databases that uses columns and rows, raw data is stored in databases as mathematical representations or “vectors”, making it easier for machine learning models to remember previous inputs, draw comparisons, identify relationships, and understand context. Vector databases enable machine learning models to identify objects that can be grouped, enabling the creation of advanced AI programs like large language models. It’s similar to being able to provide a purchase suggestion under the heading "Customers also bought..."
More sources of definitions
A jargon-free explanation of how AI large language models work - Arstechnica
No, chatbots aren’t sentient. Here’s how their underlying technology works. – New York Times
Everything you wanted to know about AI – but were afraid to ask – The Guardian
Demystifying ChatGPT! – Toward AI
ChatGPT explained: what is it and why is it important? – Tom’s Guide
AI's scariest mystery – Axios
AutoGPT basics – KD Nuggets
What is ChatGPT? Everything you need to know – Tom’s Guide
Design & AI
Humans VS AI: Who’s Better at Designing? - Medium
AI vs Designer: Who’s better at pairing fonts? - Better Web Type
The workers at the frontlines of the AI revolution – RestofWorld
How to use ChatGPT in product design: 8 practical examples – UX Planet
Design systems in the time of AI – Brad Frost Blog
How one design studio crafted a brand campaign entirely from AI – Fast Company
IKEA bets on remote interior design as AI changes sales strategy – Reuters
How A.I. Is Helping Architects Change Workplace Design – New York Times
How Generative AI Helps Bring Big Design Ideas to Life - CNET
13 AI Graphic Design Tools to Boost Your Workflow – MakeUseOf
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Ethics & AI
Two voice actors say an A.I. company created clones of their voices without their permission. Now they’re suing. The company denies it did anything wrong. -New York Times
A former high school athletic director was arrested after allegedly using AI to impersonate the school principal in a recording that included racist and antisemitic comments. The principal was temporarily removed from the school, and waves of hate-filled messages circulated on social media, while the school received numerous phone calls. -CBS News
A researcher in Japan wanted to check if chatbots could make the same moral decisions when driving as humans. His results showed that LLMs and humans have roughly the same priorities, but some showed clear deviations… -Ars Technica
An investment firm “is designing a facial recognition system for classroom management. Multiple cameras spread throughout the room will take attendance, monitor whether students are paying attention and detect their emotional states, including whether they are bored, distracted or confused.” –Inside Higher Ed
So-called obituary pirates are “scraping and copying funeral-home websites. They're using AI for a new and lucrative tactic of creating YouTube videos and spammy websites out of the obits, capturing search traffic for people looking for information about the recently deceased.” -Business Insider
The latest recipient of one of Japan's most prestigious literary awards, the Akutagawa Prize, has admitted to using AI to write parts of her novel -The Byte
When I tested My AI earlier this year, I told the app that I was a teenager — but it still gave me advice on hiding alcohol and drugs from parents, as well tips for a highly age-inappropriate sexual encounter. -Washington Post
A central question about gen AI is whether using unattributed content written entirely by a machine — rather than by a human — counts as plagiarism. -Nature
How to Implement AI — Responsibly – Harvard Business Review
AI Can Re-Create Your Loved Ones After They Die. Is That Good or Bad? – Wall Street Journal
Should AI Join Medical Ethics Committees? Ethicist Says Not Yet – Medscape
Kingdom of the Planet of the Apes’ VFX lead argues that the movie uses AI ethically – Polygon
When AI Gets It Wrong, Will It Be Held Accountable? – Rand.org
Yale Freshman Creates AI Chatbot With Answers on AI Ethics – Inside Higher Ed
The Quest for Clarity: Are Interpretable Neural Networks the Future of Ethical AI? – Toward Data Science
AI can see clearly now: Why transparency leads to ethical and fair AI systems – Silicon Angle
Whose future is it anyway? Exploring the ethical battlegrounds of AI – Kem Laurin
AI’s Most Pressing Ethics Problem – Columbia Journalism Institute
Your newsroom needs an AI ethics policy. Start here. – Poynter
Google finds AI agents pose fresh ethical challenges - Axios
How GenAI can enhance your legal work without compromising ethics – Reuters Legal
A physicists’ guide to the ethics of artificial intelligence – Symmetry Magazine
Newsrooms Are Already Using AI, But Ethical Considerations Are Uneven, AP Finds – Forbes
How Adobe manages AI ethics concerns while fostering creativity - ZDnet
Anthropic wants to create a better constitution for AI – Axios
AI researchers uncover ethical, legal risks to using popular data sets – Washington Post
Should A.I. Accelerate? Decelerate? A professor of both A.I. and A.I. ethics says the answer Is both. – New York Times
AI has social consequences, but who pays the price? Tech companies’ problem with ‘ethical debt – The Conversation
A.V. Club's Al Reporter Plagiarized IMDb – Plagiarism Today
New Psychological and Ethical Dangers of 'AI Identity Theft' – Psychology Today
AI's next fight is over whose values it should hold – Axios
Generative AI Is a (ethical) Disaster, and Companies Don’t Seem to Really Care – Vice
Artificial Intelligence comes with risks. How can companies develop AI responsibly? - NPR
USC Invests $1 Billion in New Computing School to Teach Ethical AI Use - dot.LA
The Green Glass Approach to Responsible AI – Expert AI
AI is acting ‘pro-anorexia’ and tech companies aren’t stopping it – Washington Post
Pope Francis: AI should be used in a responsible and ethical way – Market Watch
For artificial intelligence to thrive, it must explain itself - Economist
Colonizing Art – Openmind Mag
AI operations create a huge carbon footprint and often rely on low-paid workers in developing countries. Some professors and students may decide it’s ethically questionable to use these tools. – Chronicle of Higher Ed
The ethics of AI-powered marketing technology – Mark Tech
Ethical considerations in the use of AI – Reuters
Answering AI’s biggest questions requires an interdisciplinary approach – Tech Crunch
OpenAI's 'unreasonable claims' exhaust AI-ethics researchers – Insider
Generative AI Is Making Companies Even More Thirsty for Your Data – Wired
Amazon created an AI resume-reading software and worked on this project for two years, trying various kinds of bias-mitigation techniques. And at the end of the day, they couldn’t sufficiently de-bias it, and so they threw it out. - CNN
Yes, you need data scientists and data engineers. You need those tech people. You also need people like sociologists, attorneys, especially civil rights attorneys, and people from risk. You need that cross-functional expertise because solving or mitigating bias in AI is not something that can just be left in the technologists’ hands. - CNN
Can AI chatbots like ChatGPT help us make ethical decisions rationally? - Vox
Teaching AI Ethics - Leon Furze Blog
People Using Generative AI ChatGPT Are Instinctively Making This AI Rookie Mistake, A Vexing Recipe For AI Ethics And AI Law - Forbes
Online mental health company uses ChatGPT to help respond to users in experiment — raising ethical concerns around healthcare and AI technology - Business Insider
When AI Overrules the Nurses Caring for You - Wall Street Journal
A.I. Is Becoming More Conversant. But Will It Get More Honest? - New York Times
Fakes & Detecting AI
AI-generated images threaten science — here’s how researchers hope to spot them – Nature
AI hallucinations gone wrong as Alaska uses fake stats in policy – AI News
AI-generated child sexual abuse images are spreading. Law enforcement is racing to stop them – Associated Press
AI is spawning a flood of fake Trump & Harris voices. Here's how to tell what's real – Washington Post
An ‘Interview’ With a Dead Luminary Exposes the Pitfalls of A.I. – New York Times
A group of experienced editorial board members struggled to distinguish human versus AI authorship - AHAIASA Journals
AI scams have infiltrated the knitting and crochet world - why it matters for everyone - ZDnet
'Garbage in, garbage out': AI fails to debunk disinformation, study finds – Voice of America
His murdered daughter’s name and image was used to create an AI chatbot - Washington Post
AI Detectors Falsely Accuse Students of Cheating—With Big Consequences – Bloomberg
America's gullibility crisis – Axios
Russia using generative AI to ramp up disinformation, says Ukraine minister – Reuters
An American in Moscow is creating deepfakes & works with Russian intelligence - Washington Post
AI deepfakes a top concern for election officials with voting underway – ABC News
What to know about the rise of AI deepfakes – CBS News (video)
What to know about the rise of AI deepfakes – CBS News
High School Is Becoming a Cesspool of Sexually Explicit Deepfakes – The Atlantic
Sophistication of AI-backed operation targeting senator points to future of deepfake schemes – Associated Press
Due to AI fakes, the “deep doubt” era is here - ArsTechnica
Taylor Swift and the Power of the AI Backlash – New York Magazine
How AI Is Helping ‘Fake Candidates’ Land Jobs – Wall Street Journal
A.I. Can Now Create Lifelike Videos. Can You Tell What’s Real? - The New York Times
FBI busts musician’s elaborate AI-powered $10M streaming-royalty heist - ArsTechnica
Educational resource page with information and tips about deepfakes - Microsoft
5 Best Deepfake Detector Tools & Techniques – Unite
U.S. Army soldier charged with using AI to create child sexual abuse images – Washington Post
New McAfee tool can detect AI-generated audio - Axios
See why AI detection tools can fail to catch election deepfakes – Washington Post
Google's Nonconsensual Explicit Image Problem is Getting Worse – Wired
Something fascinating is wrong with the eyes in deepfakes – Futurism
Bill to Outlaw AI Deepfakes Backed by SAG-AFTRA – Variety
As AI entrenches itself in the political world, discerning real from fake is critical – NBC Boston
The FCC wants the AI voice calling you to say it's a deepfake – Tech Radar
California lawmakers approve legislation to ban deepfakes, protect workers and regulate AI - ABC News
YouTube is developing AI detection tools for music and faces, plus creator controls for AI training – Tech Crunch
Scammers now using deepfakes to commit title fraud – NBC 6 South Florida
Many political AI deepfakes are totally cartoonish, but the technology is still shaping the election – Fortune
AI-generated deepfakes are a growing threat to consumer identity – CBS 8
What the US can learn from the role of AI in other elections – MIT Tech Review
Fake and AI generated images spread online after Hurricanes Helene, Milton – NBC News
Created an A.I. Voice Clone to Prank Telemarketers. But the Joke’s on Us. – New York Times
The Editors Protecting Wikipedia from AI Hoaxes – 404 Media
The rise of fake influencers - Axis
A proposal to enhance AI text detectors - Arxiv
Why Watermarking Text Fails to Stop Misinformation and Plagiarism – Data Innovation
How A.I., QAnon and Falsehoods Are Reshaping the Presidential Race - New York Times
Rice research could make weird AI images a thing of the past – Rice
How to Tell If What You're Reading Was Written By AI - Lifehacker
Chatbots can chip away at belief in conspiracy theories - Axios
AI tool claims 94% accuracy in telling apart fake from real research papers – Decca Herald
GPT-fabricated scientific papers on Google Scholar: Key features, spread, and implications for preempting evidence manipulation – Harvard’s Kennedy School: Misinformation
Teachers still can't trust AI text checkers – Axios
Is Detecting genAI in Scholarly Research Beside the Point? – Adam Day on Medium
LinkedIn says if you share fake or false AI-generated content, that's on you – Tech Radar
Microsoft Bing Copilot blames reporter for crimes he covered - The Register
AI researchers call for ‘personhood credentials’ as bots get smarter – Washington Post
AI was responsible for the fake quotes in the Megalopolis trailer – The Verge
Trump Promotes A.I. Images to Falsely Suggest Taylor Swift Endorsed Him – New York Times
How do AI checkers actually work? - ZDnet
Watermarking in Images Will Not Solve AI-Generated Content Abuse – Data Innovation
Trump's crowd-photo claims speed AI-driven truth decay – Axios
This system can sort real pictures from AI fakes — why aren’t platforms using it? – The Verge
Secretaries of state urge Musk to fix AI chatbot spreading false election info – Washington Post
AI is complicating plagiarism. How should scientists respond? – Nature
How universities spot AI cheats – and the one word that gives it away – Telegraph
US agents shut down huge Russian AI bot farm as fears over misinformation grow – Semafor
Hunting for AI bots? These four words could do the trick – NBC News
How to Teach Kids to Spot AI Manipulation – Ed Week
OpenAI says it’s taking a ‘deliberate approach’ to releasing tools that can detect writing from ChatGPT - Tech Crunch
Tom Hanks alerts fans about AI ads using his voice to sell ‘wonder drugs’: ‘Do not be fooled’ – LA Times
How AI-generated memes are changing the 2024 election – NPR
Why the Pentagon is looking to speedily buy deepfake-detection technology – Defense Scoop
Forget deepfake videos. Text and voice are this election’s true AI threat. – The Hill
Deepfakes Are Evolving. This Company Wants to Catch Them All – Wired
Fake AI-generated video of Justin Timberlake drinking beer shocks fans: ‘Where do we go from here?’ – NY Post
Political deepfakes top list of malicious AI use, DeepMind finds – Financial Times
A.I. Is Getting Better Fast. Can You Tell What’s Real Now? – New York Times
The Near Future of Deepfakes Just Got Way Clearer – The Atlantic
Deepfakes and the First Amendment: Are Deepfakes Illegal? – Freedom Forum
AI Fake Nudes Are Wreaking Havoc at Schools Across the Country – Wall Street Journal
‘I Felt Shameful and Fearful’: Teen Who Saw AI Fake Nudes of Herself Speaks Out - Wall Street Journal
How to spot generative AI ‘hallucinations’ and prevent them – ReadWrite
Few AI deepfakes identified in EU elections, Microsoft president says – Reuters
The danger of deepfakes is not what you think – Financial Times
These ISIS news anchors are AI fakes. Their propaganda is real. – Washington Post
Generative AI poses Threat to election security, intelligence agencies warn – CBS News
Bank of Italy warns against AI-powered fake videos – Reuters
Google's AI Watermarks Will Identify Deepfakes – Dark Reading
In novel case, U.S. charges man with making child sex abuse images with AI – Washington Post
Voice-cloning technology bringing a key Supreme Court moment to 'life' – Associated Press
Flood of Fake Science Forces Multiple Journal Closures – Wall Street Journal
New UK law targets “despicable individuals” who create AI sex deepfakes - Ars Technica
She was accused of faking an incriminating video but nothing was fake after all - The Guardian
TikTok’s AI watermarks could help curb deepfakes, but it’s no panacea – Semafor
OpenAI Releases ‘Deepfake’ Detector to Disinformation Researchers – New York Times
Microsoft and OpenAI launch $2M fund to counter election deepfakes – Tech Crunch
OpenAI Says It Can Now Detect Images Spawned by Its Software—Most of the Time – Wall Street Journal
How AI-generated disinformation might impact this year’s elections and how journalists should report on it – Reuters Institute
How Generative AI Is Helping Fact-Checkers Flag Election Disinformation, But Is Less Useful in the Global South – Global Investigative Journalism Network
In Arizona, election workers trained with deepfakes to prepare for 2024 – Washington Post
Excessive use of words like ‘commendable’ and ‘meticulous’ suggests ChatGPT has been used in thousands of scientific studies - EL PAÍS English
Fooled by AI? These firms sell deepfake detection - Washington Post
There are limited guardrails to deter politicians and their allies from using AI to dupe voters, and enforcers are rarely a match for fakes that can spread quickly across social media or in group chats. The democratization of AI means it’s up to individuals — not regulators — to make ethical choices to stave off AI-induced election chaos. – Washington Post
Adobe surveyed more than 2,000 people in the U.S. and 63% of said they would be less likely to vote for someone who uses GenAI in their promotional content during an election. – Fast Company
Even a false-positive rate in the single digits will, at the scale of a modern social network, make tens of thousands of false accusations each day, eroding faith in the detector itself. - IEEE Spectrum
It took me two days, $105 and no expertise whatsoever to launch a fully automated, AI-generated local news site capable of publishing thousands of articles a day—with the partisan news coverage framing of my choice, nearly all rewritten without credit from legitimate news sources. I created a website specifically designed to support one political candidate against another in a real race for the U.S. Senate. And I made it all happen in a matter of hours.- Wall Street Journal
"Tools to detect AI-written content are notoriously unreliable and have resulted in what students say are false accusations of cheating and failing grades. OpenAI unveiled an AI-detection tool in Jan, but quietly scrapped it due to its “low rate of accuracy.” One of the most prominent tools to detect AI-written text, created by plagiarism detection company Turnitin.com, frequently flagged human writing as AI-generated, according to a Washington Post examination." – Washington Post
It’s important to remember that generative models shouldn’t be treated as a source of truth or factual knowledge. They surely can answer some questions correctly, but this is not what they are designed and trained for. It would be like using a racehorse to haul cargo: it’s possible, but not its intended purpose … Generative AI models are designed and trained to hallucinate, so hallucinations are a common product of any generative model … The job of a generative model is to generate data that is realistic or distributionally equivalent to the training data, yet different from actual data used for training. - InsideBigData
“No single tool is considered fully reliable yet for the general public to detect deepfake audio. A combined approach using multiple detection methods is what I will advise at this stage." Politifact
Too many educators think AI detectors are ‘a silver bullet and can help them do the difficult work of identifying possible academic misconduct.’ My favorite example of just how imperfect they can be: A detector called GPTZero claimed the US Constitution was written by AI. – Washington Post
Most deepfake audio detection providers “claim their tools are over 90% accurate at differentiating between real audio and AI-generated audio.” An NPR test of 84 clips revealed that the detection software often failed to identify AI-generated clips, or misidentified real voices as AI-generated, or both.” - NPR
In a year when billions of people worldwide are set to vote in elections, AI researcher Oren Etzioni continues to paint a bleak picture of what lies ahead. “I’m terrified. There is a very good chance we are going to see a tsunami of misinformation.” – New York Times
Google appears to have quietly struck a deal with one of the most controversial companies using AI to produce content online: AdVon Commerce, the contractor linked to Sports Illustrated's explosive AI scandal. Google is trying to have it both ways: modifying its algorithms to suppress AI sludge while actively supporting attempts to create vastly more of it. – Futurism
Most online detection tools do not provide sufficient information about their development, making it difficult to evaluate and trust the detector results and their significance. - Global Investigative Journalism Network
Run some of your other writing dated before the arrival of ChatGPT in the fall of 2022 through an AI detector, to see whether any of it gets flagged. If it does, the problem is clearly the detector, not the writing. (It’s a little aggressive, but one student told me he did the same with his instructor’s own writing to make the point.) – Washington Post
Men are quite confident (72%) in their ability to tell real news from fake news than women (59%), according to new polling from the Ipsos Consumer Tracker. We see a similar gender gap when it comes to our perceived ability to tell content that was created by AI. - Ipsos
A former high school athletic director was arrested after allegedly using AI to impersonate the school principal in a recording that included racist and antisemitic comments. The principal was temporarily removed from the school, and waves of hate-filled messages circulated on social media, while the school received numerous phone calls. – CBS News
Dubbed “model disgorgement,” AWS researchers have been experimenting with different computational methods to try and remove data that might lead to bias, toxicity, data privacy, or copyright infringement. – Semafor
Henry Cavill James Bond Trailer Gets 2.3M Views Despite Being an AI Fake – Hollywood Reporter
23 of the best deepfake examples that terrified and amused the internet – CreativeBloq
How to spot AI-generated deepfake images – Associated Press
AI-generated audio deepfakes are increasing. We tested four tools designed to detect them. - PolitiFact
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text - arXiv
Wait, Can Turnitin Actually Detect If You Use ChatGPT For A Paper? – Her Campus
How to Spot AI-Generated Images – Every Pixel
A machine-learning tool can easily spot when chemistry papers are written using the chatbot ChatGPT – Nature
AI bots are everywhere now. These telltale words give them away. - Washington Post
Disinformation poses an unprecedented threat in 2024 — and the U.S. is less ready than ever – NBC News
AI washing explained: Everything you need to know – Tech Target
How to Spot AI Fakes (For Now) – McGill University
The telltale signs of AI-generated images, video and audio, according to experts – News Nation
Spot the deepfake: The AI tools undermining our own eyes and ears – Politico
Hijacked Facebook Pages are pushing fake AI services to steal your data – ZDNet
Teen Girls Confront an Epidemic of Deepfake Nudes in Schools – New York Times
Contest invites Penn Staters to write believable fake news with generative AI – Penn State
AI-fueled scams target tax refunds - Axios
AI Spam Threatens the Internet—AI Can Also Protect It – IEEE Spectrum
Fake news YouTube creators target Black celebrities with AI-generated misinformation – NBC
Finance worker pays out $25 million after video call with deepfake ‘chief financial officer’- CNN
Underage picture of Jenna Ortega used in ‘no clothes’ deepfake app ad on Instagram, Facebook – NBC
AI deepfakes of Taylor Swift spread on X. Here’s what to know. – Washington Post
A New Kind of AI Copy Can Fully Replicate Famous People. The Law Is Powerless. - Politico
Wait, Can Turnitin Actually Detect If You Use ChatGPT For A Paper? – Her Campus
How to Spot AI-Generated Images – Every Pixel
A machine-learning tool can easily spot when chemistry papers are written using the chatbot ChatGPT – Nature
Google, Bing put deepfake porn at the top of some search results – NBC News
AI bots are everywhere now. These telltale words give them away. - Washington Post
Disinformation poses an unprecedented threat in 2024 — and the U.S. is less ready than ever – NBC News
"Tools to detect AI-written content are notoriously unreliable and have resulted in what students say are false accusations of cheating and failing grades. OpenAI unveiled an AI-detection tool in Jan, but quietly scrapped it due to its “low rate of accuracy.” One of the most prominent tools to detect AI-written text, created by plagiarism detection company Turnitin.com, frequently flagged human writing as AI-generated, according to a Washington Post examination." – Washington Post
Too many educators think AI detectors are ‘a silver bullet and can help them do the difficult work of identifying possible academic misconduct.’ My favorite example of just how imperfect they can be: A detector called GPTZero claimed the US Constitution was written by AI. – Washington Post
Run some of your other writing dated before the arrival of ChatGPT in the fall of 2022 through an AI detector, to see whether any of it gets flagged. If it does, the problem is clearly the detector, not the writing. (It’s a little aggressive, but one student told me he did the same with his instructor’s own writing to make the point.) – Washington Post
It’s important to remember that generative models shouldn’t be treated as a source of truth or factual knowledge. They surely can answer some questions correctly, but this is not what they are designed and trained for. It would be like using a racehorse to haul cargo: it’s possible, but not its intended purpose … Generative AI models are designed and trained to hallucinate, so hallucinations are a common product of any generative model … The job of a generative model is to generate data that is realistic or distributionally equivalent to the training data, yet different from actual data used for training. - InsideBigData
How Easy Is It to Fool A.I.-Detection Tools? – New York Times
Can you tell which poem was written by ChatGPT? – Al Jazeera
20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 1 – KD Nuggets
ChatGPT sparks surge of AI detection tools - Axios
AI-Created Images Are So Good Even AI Has Trouble Spotting Some – Wall Street Journal
Can We No Longer Believe Anything We See? – New York Times
Did a Fourth Grader Write This? Or the New Chatbot? - New York Times
Only Half of Americans Can Differentiate Between AI and Human Writing – PC Mag
back to top
Robotics
Future of farming? Carbon Robotics raises $70M for AI robots that blast weeds with lasers – Geek Wire
The Battle Over Robots at U.S. Ports Is On – Wall Street Journal
Microsoft is using AI-powered robots to help dismantle and destroy hard drives used in its data centers – Tech Radar
This AI humanoid robot helped assemble BMWs at US factory – Ars Technica
A.I. Begins Ushering In an Age of Killer Robots – New York Times
We Need to Control AI Agents Now Automated bots are about to be everywhere, with potentially devastating consequences. – The Atlantic
Is robotics about to have its own ChatGPT moment? – MIT Tech Review
An open-source vision-language-action model for robotics called OpenVLA has been released. – Venture Beat
Ray Kurzweil is (still, somehow) excited about humans merging with machines – The Washington Post
One-third of U.S. military could be robotic says former chairman of the Joint Chiefs of Staff – Axios
Forget drones, this street-smart robot could be future of local deliveries – Fox News
Sotheby's to auction its first artwork made by a humanoid robot – CBS News
MIT engineers enabled robots to self-correct after missteps and carry on with their chores. – MIT Tech Review
In America’s Factories, Even the Robots Are Getting Less Work – Wall Street Journal
The US Army is testing killer robot dogs with AI-powered rifles in the Middle East – Futuris
AI and robots take center stage at ‘world’s largest tech event’ - CNN
Students Using AI
Meet Sassy, the AI Chatbot Helping Students Find Their Dream Jobs – Ed Week
How Students Can Use AI to Manage Their Time - CNET
Parents sue after student disciplined for using AI on school project in Massachusetts - CBS Boston
AI Detectors Falsely Accuse Students of Cheating—With Big Consequences – Bloomberg
I write about AI for a living — and NotebookLM is the most exciting tech to arrive since ChatGPT – Tom’s Guide
The Students Who Are Overlooked by Most AI Tools – Ed Week
Students with concentration issues turn to ChatGPT and similar AI tools, study finds -PsyPost
Black teenagers twice as likely to be falsely accused of using AI tools in homework – Semafor
A teacher caught students using ChatGPT on their first assignment to introduce themselves. Her post about it started a debate. – Business Insider
Kids who use ChatGPT as a study assistant do worse on tests - PopSci
AI Cheating Is Getting Worse – The Atlantic
I tested 7 AI content detectors - they're getting dramatically better at identifying plagiarism – ZDnet
Students and Professors Believe AI Will Aid Cheating – Inside Higher Ed
Study shows disengaged students more likely to use AI tools for assignments – Phys.org
Turkish student arrested for using AI to cheat in university exam – Reuters
AI can beat university students, study suggests - BBC
More than 400 Scottish students caught cheating using AI - AGCC
What motivates students to use Generative AI and what would motivate them not to? – Dynamics of Writing
Understanding what AI can and cannot do well within the context of your course will be key as you contemplate revising your assignments and teaching.” -Hechinger Report
The University of Southern California rolled out its AI for Business major last year, a joint degree between the business and engineering schools. In its first year, the major received 713 applications from incoming freshmen for fewer than 50 spots. This year, over 1,000 students applied. -Wall Street Journal
More than 1 in 6 bot conversations seemed to be students seeking help with their homework,” according to a review of nearly 200,000 English-language conversations by The Washington Post. “Some approached the bots like a tutor, hoping to get a better understanding of a subject area. Others just went all-in and copy-and-pasted multiple-choice questions from online courseware software and demanded the right answers. -Washington Post
Faculty will need to improve their own AI literacy. A good way to begin is to ask AI to perform assignments and projects that you typically ask your students to complete — and then try to improve the AI’s response. -Hechinger Report
Three in five college students say they are regular users of AI compared to 36 percent of instructors, according to research released in June by Tyton Partners -Inside Higher Ed
Magic School's Academic Content Generator: Enter your assignment description to receive suggestions on making it more challenging for AI chatbots, promoting higher-level thinking among students. -Magic School
Half of surveyed college students say they would be likely or extremely likely to use generative AI tools, even if they were banned by their instructor, according to research released in June by Tyton Partners. -Inside Higher Ed
What should a young person study in college? JP Morgan CEO Jamie Dimon recently said, “It almost doesn't matter because (we're) looking for smart, ethical, decent people. But I do think in business you should learn the language of business. So I think it would help to do accounting, finance, markets, something like that.” -Wall Street Journal
Nearly all college-bound high school seniors are familiar with generative artificial intelligence tools, and the vast majority of them have used those tools, according to a new survey. It found 19 out of 20 students are familiar with generative AI and 69% of college-bound students have used generative AI tools. -The National Desk
There are students who are leaning on AI too much. But it’s not pervasive. The number of students using AI to complete their schoolwork hasn’t skyrocketed in the past year. -Ed Week
If students don’t learn about how AI works, they won’t understand its limitations – and therefore how it is useful and appropriate to use and how it’s not. -The Conversation
The teachers will say, ‘Don’t use AI because it is very inaccurate and it will make up things. But then they use AI to detect AI.’ - a Houston high school senior quoted in EdWeek
A survey of students in grades 6-12, released by the nonpartisan think tank Center for Democracy & Technology, found that students with special needs are more likely than their peers to use generative AI and be disciplined for doing so. -Center for Democracy & Technology
How two professors harnessed generative AI to teach students to be better writers – Fast Company
AI isn't a daily habit yet for teens, young adults - Axios
University Suspends Students for AI Tool It Gave Them $10,000 Prize to Make – 404 Media
College-bound students concerned about AI skills – Inside Higher Ed
New report shows widespread usage of AI by high school seniors – The National Desk
AI Detection Is a Business. But Should It Be Faculty Business? – Chronicle of Higher Ed
New Data Reveal How Many Students Are Using AI to Cheat – Ed Week
The Risky Words That Might Make School Admissions Suspect AI Wrote Your Essay – Slash Gear
College student put on academic probation for using Grammarly: ‘AI violation’ – New York Post
Facial Recognition Heads to Class. Will Students Benefit? - Inside Higher Ed
66% of leaders wouldn't hire someone without AI skills, report finds – ZDnet
Humans plus AI detectors can catch AI-generated academic writing – University World News
Teen and Young Adult Perspectives on Generative AI: Patterns of Use, Excitements, and Concerns – Common Sense Media
AI and the Death of Student Writing – Chronicle of Higher Ed
How two professors harnessed generative AI to teach students to be better writers – Fast Company
A.I. Program Aims to Break Barriers for Female Students – New York Times
AI is getting very popular among students and teachers, very quickly – CNBC
Generation GPT: What Gen Z really thinks about ‘world-changing’ AI – Washington Post
9 AI Tools For College Students That’ll Make Your Life So Much Easier – Her Campus
My 5 favorite AI tools for school: Class is in session, and generative AI can help – ZDnet
Nearly half of college students are using AI tools this fall, but fewer than a quarter of faculty members use them – Inside Higher Ed
Artificial Intelligence: A Graduate-Student User’s Guide – Chronicle of Higher Ed
Applying to College? Here’s How A.I. Tools Might Hurt, or Help. – New York Times
Turns out that students, not teachers, are the bigger skeptics when it comes to using ChatGPT - Ed Week
Students can quote ChatGPT in essays as long as they do not pass the work off as their own, international qualification body says – Business Insider
AI bots can seem sentient. Students need guardrails - Inside Higher Ed
Cheating Fears Over Chatbots Were Overblown, New Research Suggests - New York Times
Can ChatGPT get into Harvard? We tested its admissions essay - Washington Post
Your classmate could be an AI student at this Michigan university – Futurism
Surprise! AI chatbots don't increase student cheating afterall, new research finds - ZDnet
Survey: College students' thoughts on AI and careers – Inside Higher Ed
What Students Are Saying About Learning to Write in the Age of A.I. - New York Times
For students who do not self-identify as writers, for those who struggle with writer’s block or for underrepresented students seeking to find their voices, it can provide a meaningful assist during initial stages of the writing process. Inside Higher Ed
Let’s be honest. Ideas are more important than how they are written. So, I use ChatGPT to help me organize my ideas better and make them sound more professional. The Tech Insider
Students could (use AI to) look for where the writing took a predictable turn or identify places where the prose is inconsistent. Students could then work to make the prose more intellectually stimulating for humans. Inside Higher Ed
If you’re a college student preparing for life in an A.I. world, you need to ask yourself: Which classes will give me the skills that machines will not replicate, making me more distinctly human? A.I. often churns out the kind of impersonal bureaucratic prose that is found in corporate communications or academic journals. You’ll want to develop a voice as distinct as those of George Orwell, Joan Didion, Tom Wolfe and James Baldwin, so take classes in which you are reading distinctive and flamboyant voices so you can craft your own. New York Times
Imagine if the platform extracted campus-specific information about gen ed and major requirements. It could then provide quality academic advice to students that current chat bots can’t. Inside Higher Ed
ChatGPT may be able to help with more basic functions, such as assisting with writing in English for those who do not speak it natively. Tech Radar
What if the platform had access to real-time local or regional job market data and trends and data about the efficacy of various skills certificates? It could then serve as initial-tier career counseling. Inside Higher Ed
On TikTok, the hashtag #chatgpt has more than 578 million views, with people sharing videos of the tool writing papers and solving coding problems. New York Times
The student who is using it because they lack the expertise is exactly the student who is not ready to assess what it’s doing critically. Some argue that it’s not worth the time spent ferreting out a few cheaters and would rather focus their energy on students who are there to learn. Others say they can’t afford to look the other way. Chronicle of Higher Ed
It used to be about mastery of content. Now, students need to understand content, but it’s much more about mastery of the interpretation and utilization of the content. Inside Higher Ed
Don’t fixate on how much evidence you have but on how much evidence will persuade your intended audience. ChatGPT distills everything on the internet through its filter and dumps it on the reader; your flawed and beautiful mind, by contrast, makes its mark on your subject by choosing the right evidence, not all the evidence. Find the six feet that your reader needs, and put the rest of your estate up for auction. Chronicle of Higher Ed
A.I. is good at predicting what word should come next, so you want to be really good at being unpredictable,departing from the conventional. New York Times
We surpass the AI by standing on its shoulders. Boris Steipe, associate professor of molecular genetics at the University of Toronto, for example, encourages students to engage in a Socratic debate with ChatGPT as a way of thinking through a question and articulating an argument. “You will get the plain vanilla answer—what everybody thinks—from ChatGPT,” Steipe said, “That’s where you need to start to think. That’s where you need to ask, ‘How is it possibly incomplete?’” Inside Higher Ed
Students can leverage ChatGPT as a tutor or homework supplement, especially if they need to catch up. ChatGPT’s ability to make curated responses is unparalleled, so if a student needs a scientific explanation for a sixth-grade reading level, ChatGPT can adapt. New York Magazine
The common fear among teachers is that AI is actually writing our essays for us, but that isn’t what happens. The more effective, and increasingly popular, strategy is to tell the algorithm what your topic is and ask for a central claim, then have it give you an outline to argue this claim. Depending on the topic, you might even be able to have it write each paragraph the outline calls for, one by one, then rewrite them yourself to make them flow better. Chronicle of Higher Ed
Marc Watkins, lecturer in composition and rhetoric at the University of Mississippi: “Our students are not John Henry, and AI is not a steam-powered drilling machine that will replace them. We don’t need to exhaust ourselves trying to surpass technology.” Inside Higher Ed
These tools can function like personal assistants: Ask ChatGPT to create a study schedule, simplify a complex idea, or suggest topics for a research paper, and it can do that. That could be a boon for students who have trouble managing their time, processing information, or ordering their thoughts. Chronicle of Higher Ed
Students who lack confidence in their ability to learn might allow the products of these AI tools to replace their own voices or ideas. Chronicle of Higher Ed
Students describe using OpenAI’s tool as well as others for much more than generating essays. They are asking the bots to create workout plans, give relationship advice, suggest characters for a short story, make a joke and provide recipes for the random things left in their refrigerators. Washington Post
Bots like ChatGPT show great promise as a “writing consultant” for students. “It’s not often that students have a chance to sit down with a professor and have long discussions about how to go about this paper, that paper, how to approach research on this topic and that topic. But ChatGPT can do that for them, provided…they know how to use the right ethics, to use it as a tool and not a replacement for their work.” CalMatters
Don’t rely on AI to know things instead of knowing them yourself. AI can lend a helping hand, but it’s an artificial intelligence that isn’t the same as yours. One scientist described to me how younger colleagues often “cobble together a solution” to a problem by using AI. But if the solution doesn’t work, “they don’t have anywhere to turn because they don’t understand the crux of the problem” that they’re trying to solve. Chronicle of Higher Ed
Janine Holc thinks that students are much too reliant on generative AI, defaulting to it, she wrote, “for even the smallest writing, such as a one sentence response uploaded to a shared document.” As a result, wrote Holc, a professor of political science at Loyola University Maryland, “they have lost confidence in their own writing process. I think the issue of confidence in one’s own voice is something to be addressed as we grapple with this topic.” Chronicle of Higher Ed
It’s a conversation that can be evoked at will. But it’s not different in the content. You still have to evaluate what someone says and whether or not it’s sensible. CalMatters
Helena Kashleva, an adjunct instructor at Florida SouthWestern State College, spots a sea-change in STEM education, noting that many assignments in introductory courses serve mainly to check students’ understanding. “With the advent of AI, grading such assignments becomes pointless.” Chronicle of Higher Ed
Given how widely faculty members vary on what kinds of AI are OK for students to use, though, that may be an impossible goal. And of course, even if they find common ground, the technology is evolving so quickly that policies may soon become obsolete. Students are also getting more savvy in their use of these tools. It’s going to be hard for their instructors to keep up. Chronicle of Higher Ed
In situations when you or your group feel stuck, generative AI can definitely help. The trick is to learn how to prompt it in a way that can help you get unstuck. Sometimes you’ll need to try a few prompts up until you’ll get something you like. UXdesign.cc
Proponents contend that classroom chatbots could democratize the idea of tutoring by automatically customizing responses to students, allowing them to work on lessons at their own pace. Critics warn that the bots, which are trained on vast databases of texts, can fabricate plausible-sounding misinformation — making them a risky bet for schools. New York Times
Parents are eager to have their children use the generative AI technology in the classroom. Sixty-four percent said they think teachers and schools should allow students to use ChatGPT to do schoolwork, with 28 percent saying that schools should encourage the technology’s use. Ed Week
Student newspaper editors at Middlebury College have called for a reconsideration of the school’s honor code after a survey found two-thirds of students admitted to breaking it—nearly twice as many as before the pandemic. Wall Street Journal
If you are accused of cheating with AI Google Docs or Microsoft Word could help. Both offer a version history function that can keep track of changes to the file, so you can demonstrate how long you worked on it and that whole chunks didn’t magically appear. Some students simply screen record themselves writing. Washington Post
There is no bright line between “my intelligence” and “other intelligence,” artificial or otherwise. It’s an academic truism that no idea exists in an intellectual vacuum. We use other people’s ideas whenever we quote or paraphrase. The important thing is how. Chronicle of Higher Ed
Quizlet has announced four new AI features that will help with student learning and managing their classwork, including Magic Notes, Memory Score, Quick Summary, and AI-Enhanced Expert Solutions. ZDnet
James Neave, Adzuna’s head of data science, recommends interested job applicants build up their AI skills and stand out from the competition in three key ways: Stay on top of developments, use AI in your own work, and show how you’ve used AI successfully to achieve a specific goal. CNBC
Bots like ChatGPT show great promise as a “writing consultant” for students. “It’s not often that students have a chance to sit down with a professor and have long discussions about how to go about this paper, that paper, how to approach research on this topic and that topic. But ChatGPT can do that for them, provided…they know how to use the right ethics, to use it as a tool and not a replacement for their work.” CalMatters
Don’t rely on AI to know things instead of knowing them yourself. AI can lend a helping hand, but it’s an artificial intelligence that isn’t the same as yours. One scientist described to me how younger colleagues often “cobble together a solution” to a problem by using AI. But if the solution doesn’t work, “they don’t have anywhere to turn because they don’t understand the crux of the problem” that they’re trying to solve. Chronicle of Higher Ed
Janine Holc thinks that students are much too reliant on generative AI, defaulting to it, she wrote, “for even the smallest writing, such as a one sentence response uploaded to a shared document.” As a result, wrote Holc, a professor of political science at Loyola University Maryland, “they have lost confidence in their own writing process. I think the issue of confidence in one’s own voice is something to be addressed as we grapple with this topic.” Chronicle of Higher Ed
It’s a conversation that can be evoked at will. But it’s not different in the content. You still have to evaluate what someone says and whether or not it’s sensible. CalMatters
Helena Kashleva, an adjunct instructor at Florida SouthWestern State College, spots a sea-change in STEM education, noting that many assignments in introductory courses serve mainly to check students’ understanding. “With the advent of AI, grading such assignments becomes pointless.” Chronicle of Higher Ed
Given how widely faculty members vary on what kinds of AI are OK for students to use, though, that may be an impossible goal. And of course, even if they find common ground, the technology is evolving so quickly that policies may soon become obsolete. Students are also getting more savvy in their use of these tools. It’s going to be hard for their instructors to keep up. Chronicle of Higher Ed
In situations when you or your group feel stuck, generative AI can definitely help. The trick is to learn how to prompt it in a way that can help you get unstuck. Sometimes you’ll need to try a few prompts up until you’ll get something you like. UXdesign.cc
Proponents contend that classroom chatbots could democratize the idea of tutoring by automatically customizing responses to students, allowing them to work on lessons at their own pace. Critics warn that the bots, which are trained on vast databases of texts, can fabricate plausible-sounding misinformation — making them a risky bet for schools. New York Times
Parents are eager to have their children use the generative AI technology in the classroom. Sixty-four percent said they think teachers and schools should allow students to use ChatGPT to do schoolwork, with 28 percent saying that schools should encourage the technology’s use. Ed Week
Student newspaper editors at Middlebury College have called for a reconsideration of the school’s honor code after a survey found two-thirds of students admitted to breaking it—nearly twice as many as before the pandemic. Wall Street Journal
If you are accused of cheating with AI Google Docs or Microsoft Word could help. Both offer a version history function that can keep track of changes to the file, so you can demonstrate how long you worked on it and that whole chunks didn’t magically appear. Some students simply screen record themselves writing. Washington Post
There is no bright line between “my intelligence” and “other intelligence,” artificial or otherwise. It’s an academic truism that no idea exists in an intellectual vacuum. We use other people’s ideas whenever we quote or paraphrase. The important thing is how. Chronicle of Higher Ed
Quizlet has announced four new AI features that will help with student learning and managing their classwork, including Magic Notes, Memory Score, Quick Summary, and AI-Enhanced Expert Solutions. ZDnet
James Neave, Adzuna’s head of data science, recommends interested job applicants build up their AI skills and stand out from the competition in three key ways: Stay on top of developments, use AI in your own work, and show how you’ve used AI successfully to achieve a specific goal. CNBC
For students who do not self-identify as writers, for those who struggle with writer’s block or for underrepresented students seeking to find their voices, it can provide a meaningful assist during initial stages of the writing process. Inside Higher Ed
Let’s be honest. Ideas are more important than how they are written. So, I use ChatGPT to help me organize my ideas better and make them sound more professional. The Tech Insider
Students could (use AI to) look for where the writing took a predictable turn or identify places where the prose is inconsistent. Students could then work to make the prose more intellectually stimulating for humans. Inside Higher Ed
If you’re a college student preparing for life in an A.I. world, you need to ask yourself: Which classes will give me the skills that machines will not replicate, making me more distinctly human? A.I. often churns out the kind of impersonal bureaucratic prose that is found in corporate communications or academic journals. You’ll want to develop a voice as distinct as those of George Orwell, Joan Didion, Tom Wolfe and James Baldwin, so take classes in which you are reading distinctive and flamboyant voices so you can craft your own. New York Times
Imagine if the platform extracted campus-specific information about gen ed and major requirements. It could then provide quality academic advice to students that current chat bots can’t. Inside Higher Ed
ChatGPT may be able to help with more basic functions, such as assisting with writing in English for those who do not speak it natively. Tech Radar
What if the platform had access to real-time local or regional job market data and trends and data about the efficacy of various skills certificates? It could then serve as initial-tier career counseling. Inside Higher Ed
On TikTok, the hashtag #chatgpt has more than 578 million views, with people sharing videos of the tool writing papers and solving coding problems. New York Times
The student who is using it because they lack the expertise is exactly the student who is not ready to assess what it’s doing critically. Some argue that it’s not worth the time spent ferreting out a few cheaters and would rather focus their energy on students who are there to learn. Others say they can’t afford to look the other way. Chronicle of Higher Ed
It used to be about mastery of content. Now, students need to understand content, but it’s much more about mastery of the interpretation and utilization of the content. Inside Higher Ed
Don’t fixate on how much evidence you have but on how much evidence will persuade your intended audience. ChatGPT distills everything on the internet through its filter and dumps it on the reader; your flawed and beautiful mind, by contrast, makes its mark on your subject by choosing the right evidence, not all the evidence. Find the six feet that your reader needs, and put the rest of your estate up for auction. Chronicle of Higher Ed
A.I. is good at predicting what word should come next, so you want to be really good at being unpredictable,departing from the conventional. New York Times
We surpass the AI by standing on its shoulders. Boris Steipe, associate professor of molecular genetics at the University of Toronto, for example, encourages students to engage in a Socratic debate with ChatGPT as a way of thinking through a question and articulating an argument. “You will get the plain vanilla answer—what everybody thinks—from ChatGPT,” Steipe said, “That’s where you need to start to think. That’s where you need to ask, ‘How is it possibly incomplete?’” Inside Higher Ed
Students can leverage ChatGPT as a tutor or homework supplement, especially if they need to catch up. ChatGPT’s ability to make curated responses is unparalleled, so if a student needs a scientific explanation for a sixth-grade reading level, ChatGPT can adapt. New York Magazine
The common fear among teachers is that AI is actually writing our essays for us, but that isn’t what happens. The more effective, and increasingly popular, strategy is to tell the algorithm what your topic is and ask for a central claim, then have it give you an outline to argue this claim. Depending on the topic, you might even be able to have it write each paragraph the outline calls for, one by one, then rewrite them yourself to make them flow better. Chronicle of Higher Ed
Marc Watkins, lecturer in composition and rhetoric at the University of Mississippi: “Our students are not John Henry, and AI is not a steam-powered drilling machine that will replace them. We don’t need to exhaust ourselves trying to surpass technology.” Inside Higher Ed
These tools can function like personal assistants: Ask ChatGPT to create a study schedule, simplify a complex idea, or suggest topics for a research paper, and it can do that. That could be a boon for students who have trouble managing their time, processing information, or ordering their thoughts. Chronicle of Higher Ed
Students who lack confidence in their ability to learn might allow the products of these AI tools to replace their own voices or ideas. Chronicle of Higher Ed
Students describe using OpenAI’s tool as well as others for much more than generating essays. They are asking the bots to create workout plans, give relationship advice, suggest characters for a short story, make a joke and provide recipes for the random things left in their refrigerators. Washington Post
Basak-Odisio will use it only, he said, if he has procrastinated too much and is facing an impossible deadline. “If it is the day or night before, and I want to finish something as quickly as possible — ” he said, trailing off. “But,” he added, “I want to be better than that.” Washington Post
Teaching with AI
New AI Tools Are Promoted as Study Aids for Students. Are They Doing More Harm Than Good? - EdSurge
Cheating Has Become Normal - Chronicle of Higher Ed
Your AI Policy Is Already Obsolete - Inside Higher Ed
California Law Requires Schools to Teach Students About AI – Gov Tech
Is AI Really a Threat to Higher Education? – Psychology Today
Teaching Entrepreneurship Students to Self-Teach With AI - Inside Higher Ed
Parents Sue After School Disciplined Student for AI Use: Takeaways for Educators – Ed Week
Colleges begin to reimagine learning in an AI world - Chronicle of Higher Ed
The art of asking questions: Does AI in the classroom facilitate deep learning in students? – William & Mary
How universities spot AI cheats – and the one word that gives it away – Telegraph
Colleges Race to Ready Students for the AI Workplace – Wall Street Journal
Owning the Unknown: Teaching and Learning With AI – Inside Higher Ed
What Teachers Told Me About A.I. in School - New York Times
5 Small Steps for AI Skeptics: Getting academics to teach with AI is a tough nut to crack – Chronicle of Higher Ed
W&M professor publishes children’s book to teach AI fundamentals - William & Mary
I found myself spending more time giving feedback to AI than to my students. So I quit. - TIME
ChatGPT Can Make English Teachers Feel Doomed. Here’s How I’m Adapting – Ed Week
Some NYC teachers experiment with AI-powered tools, while Education Department develops guidelines – Chalkbeat
What Can AI Chatbots Teach Us About How Humans Learn? – EdSurge
Survey: How Are Profs, Staff Using AI? – Inside Higher Ed
What teachers call AI cheating, leaders in the workforce might call progress – Hechinger Report
Teachers Use AI to Grade Student Work. It’s Harsher Than They Are. Teachers Use AI to Grade Student Work. It’s Harsher Than They Are. – Wall Street Journal
AI can't replace teaching but it can make it better – Wired
What's next with AI in higher education? – Phys.org
AI Copilots Are Changing How Coding Is Taught – IEEE
Morehouse College is Using AI assistants – Chronicle of Higher Ed
Can I Use A.I. to Grade My Students’ Papers? – New York Times
Academic Success Tip: Infusing AI into Curricular Offerings – Inside Higher Ed
Google and MIT launch a free generative AI course for teachers – Zdnet
This AI Tool Cut One Teacher's Grading Time in Half. How It Works – Ed Week
California teachers are using AI to grade papers. Who’s grading the AI? – Cal Matters
Making Progress Against ChatGPT - Inside Higher Ed
A quarter of U.S. teachers say AI tools do more harm than good in K-12 education – Pew Research
How two professors harnessed generative AI to teach students to be better writers – Fast Company
AI, online courses divide students, faculty, administrators – Inside Higher Ed
Professors Ask: Are We Just Grading Robots? Some are riding the AI wave. Others feel like they’re drowning. –Chronicle of Higher Ed
How AI Is Changing The Teaching Profession Forever – Forbes
How a computer science professor is using AI in her classroom – UAB
Are You Ready To Use AI In Your Teaching? – Forbes
Survey: How Are Profs, Staff Using AI? – Inside Higher Ed
Why AI Won’t Replace Teachers As Motivators – Forbes
How to Teach Kids to Spot AI Manipulation – Ed Week
More Teachers Are Using AI-Detection Tools. Here’s Why That Might Be a Problem – EdWeek
Actionable strategies for integrating AI into the classroom – Higher Ed Dive
Teachers are embracing ChatGPT-powered grading – Axios
The Responsible Use of Generative AI in Education Technology – Epam
Ban or Embrace? Colleges Wrestle With A.I.-Generated Admissions Essays. - The New York Times
7 AI Tools That Help Teachers Work More Efficiently – Edutopia
Teachers and professors now using AI as a learning tool – Scripts
Claude AI – PDF Analysis for Teachers – The AI English Teacher
Will Chatbots Teach Your Children? - The New York Times
AI Will Shake Up Higher Ed. Are Colleges Ready? – Chronicle of Higher Ed
By infusing GPT with its own database of lesson plans, essays and sample problems, Khan Academy improved accuracy and reduced hallucinations. – Washington Post
How AI Should Change Math Education – Ed Week
How artificial intelligence can help build real intelligence in the classroom – Harvard
Teachers are using AI to grade essays. But some experts are raising ethical concerns – CNN
Teaching With AI — What You Need To Know – Forbes
UNC Journalism Professors Grapple With Teaching AI as it Upends the Media Landscape - Indy Week
Is early childhood education ready for AI? – Hechinger Reports
Business Schools Are Going All In on AI – Wall Street Journal
Using Generative AI to Teach Philosophy – Daily Nous
Microsoft unveils first professional certificate for generative AI skills – ZDnet
Confused About Which AI Tools to Use? These Teachers Have Advice – Education Week
The Sentient Syllabus Project – a collaborative effort launched by Professor Boris Steipe
4 Steps to Help You Plan for ChatGPT in Your Classroom -Chronicle of Higher Ed
Is ChatGPT being embraced in classrooms this semester? – Semafor
AI Guidance for Faculty from Harvard’s Office of Undergraduate Education – Harvard
Schools Need to Help Students Use AI Tools Effectively, Expert Says – EdWeek
What I Learned From an Experiment to Apply Generative AI to My Data Course - EdSurge News
Why You Should Rethink Your Resistance to ChatGPT – Chronicle of Higher Ed
1 in 10 teens already use ChatGPT for school. Here’s how to guide them. – Washington Post
Research shows that when students feel confident that they can successfully do the work assigned to them, they are less likely to cheat. And an important way to boost students’ confidence is to provide them with opportunities to experience success. ChatGPT can facilitate such experiences by offering students individualized support and breaking down complex problems into smaller challenges or tasks. The Conversation
Rather than trying to stop the tools and, for instance, telling students not to use them, in my class I’m telling students to embrace them – but I expect their quality of work to be that much better now they have the help of these tools. Ultimately, by the end of the semester, I'm expecting the students to turn in assignments that are substantially more creative and interesting than the ones last year’s students or previous generations of students could have created. We Forum
ChatGPT can be directed to deliver feedback using positive, empathetic and encouraging language. For example, if a student completes a math problem incorrectly, instead of merely telling the student “You are wrong and the correct answer is …,” ChatGPT may initiate a conversation with the student. The Conversation
“AI can help with lesson planning,” Kerry O’Grady, an associate professor of public relations at Columbia University wrote, “ including selecting examples, reviewing key concepts before class, and helping with teaching/activity ideas.” This, she says, can help professors save both time and energy. Chronicle of Higher Ed
I don’t think that AI is going to necessarily destroy education. I don’t think it’s going to revolutionize education, either. I think it’s just going to sort of expand the toolbox of what’s possible in our classrooms. CalMatters
AI could analyze an individual learner's strengths, weaknesses and learning styles during online training and then recommend the most effective teaching methods and most relevant resources. Eventually, AI-powered virtual assistants could become standard features in learning platforms by providing real-time support and feedback to learners as they progress through their courses. TechTarget
Use these tools to help you understand challenging passages in assigned readings, or to build preliminary foundational knowledge to help you understand more difficult concepts. Don’t use AI to cheat — use it as a tool to help you learn. Chronicle of Higher Ed
As AI-enabled cheating roils colleges, professors turn to an ancient testing method— oral examinations, which date at least to ancient Greece, are getting new attention. Wall Street Journal
Even as some educators raise concerns, others see potential for new AI technology to reduce teacher workloads or help bring teaching materials to life in new ways. EdSurge
Professors can use the new technology to encourage students to engage in a range of productive ChatGPT activities, including thinking, questioning, debating, identifying shortcomings and experimenting. Inside Higher Ed
Ethan Mollick, a professor at the University of Pennsylvania’s Wharton School of Business said ChatGPT has already changed his expectations of his students. “I expect them to write more and expect them to write better,” he said. “This is a force multiplier for writing. I expect them to use it.” Forbes
ChatGPT can create David, said David Chrisinger, who directs the writing program at the Harris School of Public Policy at the University of Chicago, referring to the famous Michelangelo statue. “But his head is too big and his legs are too short. Now it’s our job to interrogate the evidence and improve on what it gives us,” he said. Wall Street Journal
For some educators, the chatbot helps to make their job easier by creating lesson plans and material for their students. Mashable
We can teach students that there is a time, place and a way to use GPT3 and other AI writing tools. It depends on the learning objectives. Inside Higher Ed
Judging from the reaction on TikTok, teachers on the app see ChatGPT as a tool to be treated the same way calculators and cell phones are used in class — as resources to help students succeed but not do the work for them. Mashable
Faculty members need time to play with new tools and explore their implications. Administrators can carve out time for faculty training support. How does bias play out in your area within the model? Inside Higher Ed
Here’s what I plan to do about chatbots in my classes: pretty much nothing. Washington Post
If a program can do a job as well as a person, then humans shouldn’t duplicate those abilities; they must surpass them. The next task for higher education, then, is to prepare graduates to make the most effective use of the new tools and to rise above and go beyond their limitations. That means pedagogies that emphasize active and experiential learning, that show students how to take advantage of these new technologies and that produce graduates who can do those things that the tools can’t. Inside Higher Ed
Are new rubrics and assignment descriptions needed? Will you add an AI writing code of conduct to your syllabus? Divisions or departments might agree on expectations across courses. That way, students need not scramble to interpret academic misconduct across multiple courses. Inside Higher Ed
We should be telling our undergraduates that good writing isn’t just about subject-verb agreement or avoiding grammatical errors—not even good academic writing. Good writing reminds us of our humanity, the humanity of others and all the ugly, beautiful ways in which we exist in the world. Inside Higher Ed
(Some) professors are enthusiastic, or at least intrigued, by the possibility of incorporating generative AI into academic life. Those same tools can help students — and professors — brainstorm, kick-start an essay, explain a confusing idea, and smooth out awkward first drafts. Equally important, these faculty members argue, is their responsibility to prepare students for a world in which these technologies will be incorporated into everyday life, helping to produce everything from a professional email to a legal contract. Chronicle of Higher Ed
After discovering my first ChatGPT essay, I decided that going forward, students can use generative A.I. on assignments, so long as they disclose how and why. I’m hoping this will lead to less banging my head against the kitchen table–and, at its best, be its own kind of lesson. Slate
There’s plenty to agree on, such as motivating students to do their own work, adapting teaching to this new reality, and fostering AI literacy. Chronicle of Higher Ed
As academe adjusts to a world with ChatGPT, faculty will need to find fresh ways to assess students’ writing.The same was true when calculators first began to appear in math classrooms, and professors adapted the exams. “Academic integrity is about being honest about the way you did your work.” Spell checkers, David Rettinger, president emeritus at the International Center for Academic Integrity, pointed out, are a prime example of artificial intelligence that may have been controversial at first, but are now used routinely without a second thought to produce papers. Chronicle of Higher Ed
For those tasked to perform tedious and formulaic writing, we don’t doubt that some version of this tool could be a boon. Perhaps ChatGPT’s most grateful academic users will not be students, but deans and department headsracking their brains for buzzwords on “excellence” while talking up the latest strategic plan. Public Books
These technologies introduce opportunities for educators to rethink assessment practices and engage students in deeper and more meaningful learning that can promote critical thinking skills. World Economic Forum
Khan Academy founder Sal Khan says the latest version of the generative AI engine makes a pretty good tutor.Axios
Information that was once dispensed in the classroom is now everywhere: first online, then in chatbots. What educators must now do is show students not only how to find it, but what information to trust and what not to, and how to tell the difference. MIT Tech Review
Don’t wait until you feel like an expert to discuss AI in your courses. Learn about it in class alongside your students. Chronicle of Higher Ed
The old education model in which teachers deliver information to later be condensed and repeated will not prepare our students for success in the classroom—or the jobs of tomorrow. Brookings
What if we could train it on our own rules and regulations, so if it hits an ethical issue or a problem, it could say to students: ‘you need to stop here and take that problem to the ethical lead.’ Columbia Journalism Review
I look at it as the future of: What if we could program it to be our substitute teacher at school? EdSurge
Once you start to think of a chatbot as a tool, rather than a replacement, its possibilities become very exciting. Vice
Training ourselves and our students to work with AI doesn’t require inviting AI to every conversation we have. In fact, I believe it’s essential that we don’t. Inside Higher Ed
A US survey of 1,002 K–12 teachers and 1,000 students between 12 and 17, commissioned by the Walton Family Foundation in February, found that more than half the teachers had used ChatGPT—10% of them reported using it every day—but only a third of the students. Nearly all those who had used it (88% of teachers and 79% of students) said it had a positive impact. MIT Tech Review
For my students and for the public, the quickest way to feel hopeless in the face of seemingly unstoppable technological change is to decide that it is all-powerful and too complicated for an ordinary person to understand. Slate
Consider the tools relative to your course. What are the cognitive tasks students need to perform without AI assistance? When should students rely on AI assistance? Where can an AI aid facilitate a better outcome? Are there efficiencies in grading that can be gained? Are new rubrics and assignment descriptions needed? Will you add an AI writing code of conduct to your syllabus? Do these changes require structural shifts in timetabling, class size or number of teaching assistants? Inside Higher Ed
Last night, I received an essay draft from a student. I passed it along to OpenAI’s bots. “Can you fix this essay up and make it better?” Turns out, it could. It kept the student’s words intact but employed them more gracefully; it removed the clutter so the ideas were able to shine through. It was like magic. The Atlantic
Its ability to do so well in that niche might be a reminder to us that we’ve allowed academic writing to become a little bit too tightly bound up in a predictable pattern. Maybe forcing us to stretch the kind of assignments we’re giving students is not a bad thing. Inside Higher Ed
The teaching of writing has too often involved teaching students to follow an algorithm. Your essay will have five paragraphs; start the first one in with a sentence about your main idea, then fill in three paragraphs with supporting ideas, then wrap it up with a conclusion. Call it a format or a template or an algorithm. Schools have taught students to assemble essays to satisfy algorithms for judging their writing—algorithms that may be used by either humans or software, with little real difference. If this kind of writing can be done by a machine that doesn’t have a single thought in its head, what does that tell us about what we’ve been asking of students. The unfortunate side effect is that teachers end up grading students not on the quality of their end product, but on how well they followed the teacher-required algorithm. Forbes
AI writing tools bring urgency to a pedagogical question: If a machine can produce prose that accomplishes the learning outcomes of a college writing assignment, what does that say about the assignment? Inside Higher Ed
ChatGPT is a dynamic demonstration that if you approach an essay by thinking “I’ll just write something about Huckelberry Finn,” you get mediocre junk. Better thinking about what you want the essay to be about, what you want it to say, and how you want to say it gets you a better result, even if you’re having an app do the grunt work of stringing words together. Forbes
AI is trained on large data sets; if the data set of writing on which the writing tool is trained reflects societal prejudices, then the essays it produces will likely reproduce those views. Similarly, if the training sets underrepresent the views of marginalized populations, then the essays they produce may omit those views as well. Inside Higher Ed
Artificial intelligence is likely to have some impact on how students write, according to John Gallagher, a professor in the English department at the University of Illinois. When word processors replaced typewriters, written sentences got longer and more complicated, he said. Wall Street Journal
In-class exams — the ChatGPT-induced alternative to writing assignments — are worthless when it comes to learning how to write, because no professor expects to see polished prose in such time-limited contexts. Washington Post
Students will only gravitate to chat bots if the message they are getting from their writing instructors is that the most important qualities of writing are technical proficiency and correctness. Inside Higher Ed
Hold individual conferences on student writing or ask students to submit audio/video reflections on their writing. As we talk with students about their writing, or listen to them talk about it, we get a better sense of their thinking. By encouraging student engagement and building relationships, these activities could discourage reliance on automated tools. Critical AI
It’s not easy to write like a human, especially now, when AI or the worn-in grooves of scholarly habits are right there at hand. Resist the temptation to produce robotic prose, though, and you’ll find that you’re reaching new human readers, in the way that only human writers can. Chronicle of Higher Ed
Here’s an idea for extracting something positive from the inevitable prominence that chatbots will achieve in coming years. My students and I can spend some class time critically appraising a chatbot-generated essay, revealing its shortcomings and deconstructing its strengths. Washington Post
David Chrisinger, who directs the writing program at the Harris School of Public Policy at the University of Chicago is asking his students to generate a 600-word essay using ChatGPT. Then their assignment is to think of more incisive questions to elicit a stronger response. Finally, they are required to edit the essay for tone and voice and to tailor it to the intended audience. Wall Street Journal
Instead of just presenting conclusions, give the reader a glimpse of your origin story as a researcher, a sense of the stumbling blocks you encountered along the way, and a description of the elation or illumination you felt when you experienced your eureka moment. If you tell stories, tell them well. Chronicle of Higher Ed
Students may be more likely to complete an assignment without automated assistance if they’ve gotten started through in-class writing. (Note: In-class writing, whether digital or handwritten, may have downsides for students with anxiety and disabilities). Critical AI
In a world where students are taught to write like robots, a robot can write for them. Students who care more about their GPA than muddling through ideas and learning how to think will run to The Bot to produce the cleanest written English. The goal is to work through thoughts and further research and revision to land on something potentially messy but deeply thought out. Inside Higher Ed
ChatGPT is good at grammar and syntax but suffers from formulaic, derivative, or inaccurate content. The tool seems more beneficial for those who already have a lot of experience writing–not those learning how to develop ideas, organize thinking, support propositions with evidence, conduct independent research, and so on. Critical AI
What many of us notice about art or prose generated by A.I. It’s often bland and vague. It’s missing a humanistic core. It’s missing an individual person’s passion, pain, longings and a life of deeply felt personal experiences. It does not spring from a person’s imagination, bursts of insight, anxiety and joy that underlie any profound work of human creativity. New York Times
The most obvious response, and one that I suspect many professors will pursue, involves replacing the standard five-page paper assignment with an in-class exam. Others expect to continue with the papers but have suggested that the assigned topics should be revised to focus on lesser-known works or ideas about which a chatbot might not “know” too much. Washington Post
Assigning personal writing may still help motivate students to write and, in that way, deter misuse of AI. Chronicle of Higher Ed
We’re expecting students to use ChatGPT to write a first draft of their paper but then not use it to revise the paper. I don’t consider myself a pessimist about human nature, but in what world do we humans take a perfectly good tool that helped us get from point A to point B and then decline its offer to take us from point B to point C? Inside Higher Ed
Writing teacher John Warner wrote, “If AI can replace what students do, why have students keep doing that?” He recommended changing “the way we grade so that the fluent but dull prose that ChatGPT can churn out does not actually pass muster.” Chronicle of Higher Ed
Assign writing that is as interesting and meaningful to students as possible. Connecting prompts to real-world situations and allowing for student choice and creativity within the bounds of the assignment can help. Chronicle of Higher Ed
No one creates writing assignments because the artifact of one more student essay will be useful in the world; we assign them because the process itself is valuable. Through writing, students can learn how to clarify their thoughts and find a voice. If they understand the benefits of struggling to put words together, they are more likely not to resort to a text generator. Chronicle of Higher Ed
Really soon, we’re not going to be able to tell where the human ends and where the robot begins, at least in terms of writing. Chronicle of Higher Ed
Many teachers have reacted to ChatGPT by imagining how to give writing assignments now—maybe they should be written out by hand, or given only in class—but that seems to me shortsighted. The question isn’t “How will we get around this?” but rather “Is this still worth doing?” The Atlantic
Rather than fully embracing AI as a writing assistant, the reasonable conclusion is that there needs to be a split between assignments on which using AI is encouraged and assignments on which using AI can’t possibly help. Chronicle of Higher Ed
As the co-editors of a book series on teaching in higher education, we receive many queries and proposals from academic writers. A significant percentage of those proposals — which often include sample chapters — are written in prose that reads like it was generated by ChatGPT. The author’s ideas are laid out like bullet points on a whiteboard, the citations are dense and numerous, and the examples and stories (if there are any) are pale and lifeless. The most successful books in our series are the ones that don’t read like that. Their authors have demolished — or at least weakened — the wall that separates their subject matter from their lives. Chronicle of Higher Ed
(A professor) plans to weave ChatGPT into lessons by asking students to evaluate the chatbot’s responses.“What’s happening in class is no longer going to be, ‘Here are some questions — let’s talk about it between us human beings,’” he said, but instead “it’s like, ‘What also does this alien robot think?’” New York Times
Prof Jim is a software company that can turn existing written materials—like textbooks, Wikipedia pages or a teacher’s notes—into these animated videos at the push of a button. A teacher could use the software to turn a Wikipedia page about, say, the Grand Canyon into a video. EdSurge
Some professors are redesigning their courses entirely, making changes that include more oral exams, group work and handwritten assessments in lieu of typed ones. New York Times
There is no understanding or intent behind AI outputs. But warning students about the mistakes that result from this lack of understanding is not enough. It’s easy to pay lip service to the notion that AI has limitations and still end up treating AI text as more reliable than it is. There’s a well-documented tendency to project onto AI; we need to work against that by helping students practice recognizing its failings. One way to do this is to model generating and critiquing outputs and then have students try on their own. Can they detect fabrications, misrepresentations, fallacies and perpetuation of harmful stereotypes? If students aren’t ready to critique ChatGPT’s output, then we shouldn’t choose it as a learning aid. Inside Higher Ed
ChatGPT could help teachers shift away from an excessive focus on final results. Getting a class to engage with AI and think critically about what it generates could make teaching feel more human “rather than asking students to write and perform like robots.” MIT Tech Review
Reverting to analog forms of assessment, like oral exams, can put students with disabilities at a disadvantage. And outright bans on AI tools could cement a culture of distrust. “It’s going to be harder for students to learn in an environment where a teacher is trying to catch them cheating,” says Trust. “It shifts the focus from learning to just trying to get a good grade.” Wired
I’ve given students assignments to “cheat” on their final papers with text-generating software. In doing so, most students learn—often to their surprise—as much about the limits of these technologies as their seemingly revolutionary potential. Some come away quite critical of AI, believing more firmly in their own voices. Others grow curious about how to adapt these tools for different goals or about professional or educational domains they could impact. Inside Higher Ed
ChatGPT can play the role of a debate opponent and generate counterarguments to a student’s positions. By exposing students to an endless supply of opposing viewpoints, chatbots could help them look for weak points in their own thinking. MIT Tech Review
Assign reflection to help students understand their own thought processes and motivations for using these tools, as well as the impact AI has on their learning and writing. Inside Higher Ed
In March, Quizlet updated its app with a feature called Q-Chat, built using ChatGPT, that tailors material to each user’s needs. The app adjusts the difficulty of the questions according to how well students know the material they’re studying and how they prefer to learn. Some educators think future textbooks could be bundled with chatbots trained on their contents. Students would have a conversation with the bot about the book’s contents as well as (or instead of) reading it. The chatbot could generate personalized quizzes to coach students on topics they understand less well. MIT Tech Review
Encourage students to use peer-reviewed journals as sources. These types of journals are not available to ChatGPT, so by teaching our students about them and requiring their use in essays, we can ensure that the content being presented is truly original. The Tech Insider
Students must then take apart and improve upon the ChatGPT-generated essay—an exercise designed to teach critical analysis, the craft of precise thesis statements, and a feel for what “good writing” looks like. Wired
Show students examples of inaccuracy, bias, logical, and stylistic problems in automated outputs. We can build students’ cognitive abilities by modeling and encouraging this kind of critique. Critical AI
Far from being just a dream machine for cheaters, many teachers now believe, ChatGPT could actually help make education better. Advanced chatbots could be used as powerful classroom aids that make lessons more interactive, teach students media literacy, generate personalized lesson plans, save teachers time on admin, and more. MIT Tech Review
When possible, scaffold your assignments to promote revision and growth over time, with opportunities for feedback from peers, TAs, and/or the instructor. Build assignment pre-writing or brainstorming into class time and invite students to share and discuss these ideas in small groups or with the class as a whole. Barnard College
Nontraditional learners could get more out of tools like ChatGPT than mainstream methods. It could be an audio-visual assistant where students can freely ask as many clarifying questions as necessary without judgment. Teachers juggling countless individualized education plans could also take advantage of ChatGPT by asking how to curate lesson plans for students with disabilities or other learning requirements. New York Magazine
Discuss students’ potentially diverse motivations for using ChatGPT or other generative AI software. Do they arise from stress about the writing and research process? Time management on big projects? Competition with other students? Experimentation and curiosity about using AI? Grade and/or other pressures and/or burnout? Invite your students to have an honest discussion about these and related questions. Cultivate an environment in your course in which students will feel comfortable approaching you if they need more direct support from you, their peers, or a campus resource to successfully complete an assignment. Barnard College
We will need to teach students to contest it. Students in every major will need to know how to challenge or defend the appropriateness of a given model for a given question. To teach them how to do that, we don’t need to hastily construct a new field called “critical AI studies.” The intellectual resources students need are already present in the history and philosophy of science courses, along with the disciplines of statistics and machine learning themselves, which are deeply self-conscious about their own epistemic procedures. Chronicle of Higher Ed
Spend some time discussing the definition (or definitions) of academic honesty and discuss your own expectations for academic honesty with your students. Be open, specific, and direct about what those expectations are. Barnard College
Experiential learning will become the norm. Everyone will need an internship. Employers will want assurances that a new graduate can follow directions, complete tasks, demonstrate judgment. Chronicle of Higher Ed
Khan Academy released the Khanmigo project which is able to help students as a virtual tutor or debating partner and helps teachers with administrative tasks such as generating lesson plans. Columbia Journalism Review
One situation in which I have found ChatGPT extremely useful is writing multiple-choice questions. It’s quite easy to write a question and the right answer, but coming up with three plausible wrong answers is tricky. I found that if I prompted ChatGPT with the following: “Write a multi-choice question about <topic of interest> with four answers, and not using ‘all of the above’ as an answer,” it came up with good wrong answers. This was incredibly helpful. Nature
ChatGPT outperformed most of his (journalism) students who were in the early part of the course. But students would have to seek out sources, do on-the-ground reporting, and find the important trends in the data. “And all of that, you’re not gonna get from ChatGPT.” Columbia Journalism Review
There is a reason why educational video games are not as engaging as regular video games. There is a reason why AI-generated educational videos will never be as engaging as regular videos. Brenda Laurel pointed to the ‘chocolate-covered broccoli’ problem over 20 years ago … her point still stands. EdSurge
While the tool may be able to provide quick and easy answers to questions, it does not build critical-thinking and problem-solving skills, which are essential for academic and lifelong success,” said Jenna Lyle, a spokesperson for the New York City Department of Education. Mashable
This tech is being primarily pitched as a money-saving device—so it will be taken up by school authorities that are looking to save money. As soon as a cash-strapped administrator has decided that they’re happy to let technology drive a whole lesson, then they no longer need a highly-paid professional teacher in the room—they just need someone to trouble-shoot any glitches and keep an eye on the students. EdSurge
Some commentators are urging teachers to introduce ChatGPT into the curriculum as early as possible (a valuable revenue stream and data source). Students, they argue, must begin to develop new skills such as prompt engineering. What these (often well-intentioned) techno-enthusiasts forget is that they have decades of writing solo under their belts. Just as drivers who turn the wheel over to flawed autopilot systems surrender their judgment to an over-hyped technology, so a future generation raised on language models could end up, in effect, never learning to drive. Public Books
Some professors have leapt out front, producing newsletters, creating explainer videos, and crowdsourcing resources and classroom policies. The one thing that academics can’t afford to do, teaching and tech experts say, is ignore what’s happening. Sooner or later, the technology will catch up with them, whether they encounter a student at the end of the semester who may have used it inappropriately, or realize that it’s shaping their discipline and their students’ futures in unstoppable ways. Chronicle of Higher Ed
(There is a) notion that college students (can) learn to write by using chatbots to generate a synthetic first draft, which they afterwards revise, overlooks the fundamentals of a complex process. Since text generators do a good job with syntax, but suffer from simplistic, derivative, or inaccurate content, requiring students to work from this shallow foundation is hardly the best way to empower their thinking, hone their technique, or even help them develop a solid grasp of an LLM’s limitations. The purpose of a college research essay is not to teach students how to fact-check and gussy up pre-digested pablum. It is to enable them to develop and substantiate their own robust propositions and truth claims. Public Books
If a professor runs students’ work through a detector without informing them in advance, that could be an academic-integrity violation in itself. The student could then appeal the decision on grounds of deceptive assessment, “and they would probably win.” Chronicle of Higher Ed
We are dangerously close to creating two strata of students: those whom we deem smart and insightful and deeply thoughtful, if sometimes guilty of a typo, and those who seem less engaged with the material, or less able to have serious thoughts about it. Inside Higher Ed
The challenge here is in communicating to students that AI isn’t a replacement for real thinking or critical analysis, and that heavy reliance on such platforms can lead away from genuine learning. Also, because AI platforms like ChatGPT retrieve information from multiple unknown sources, and the accuracy of the information cannot be guaranteed, students need to be wary about using the chatbot’s content. The Straits Times
It seems futile for faculty members to spend their energies figuring out what a current version can’t do. Chronicle of Higher Ed
It is important to be aware that ChatGPT’s potential sharing of personal information with third parties may raise serious privacy concerns for your students and perhaps in particular for students from marginalized backgrounds. Barnard College
How might chatting with AI systems affect vulnerable students, including those with depression, anxiety, and other mental-health challenges? Chronicle of Higher Ed
Students need considerable support to make sure ChatGPT promotes learning rather than getting in the way of it. Some students find it harder to move beyond the tool’s output and make it their own. “It needs to be a jumping-off point rather than a crutch.” MIT Tech Review
Using AI
How To Train ChatGPT To Write In Your Brand’s Tone of Voice [Infographic] – Social Media Today
You need to talk to your kid about AI. Here are 6 things you should say. – MIT Tech Review
How to use ChatGPT to build your resume - ZDnet
How to Create an AI Text-to-Video Clip in Seconds – Tom’s Hardware
5 AI-Tools To Convert Blog Articles To Videos In Just Minutes – Medium
How To Build Your Own Custom Chatbot Without Any Code Using ChatGPT Builder – Slashgear
How to Make a Logo Using Midjourney – Midjourney
4 actually helpful uses for an AI chatbot – Washington Post
How to Use AI Tools to Improve Quality of Internet Searches – Voice of America
How to use ChatGPT to digitize your handwritten notes for free – ZDnet
What do people really ask chatbots? It’s a lot of sex and homework – Washington Post
How to use the ChatGPT app on iPhone and Android – Tom’s Guide
OpenAI rolls out voice mode after delaying it for safety reasons – Washington Post
How to Write a Book with AI in 2024 - Geeky Gadgets
Actionable AI – Moz
Meet Stability AI's Stable Video 4D, a nuanced take on AI video generation – ZDnet
Can't Decide Which AI Chatbot Is Best? Poe Says Use Them All – Cnet
Anthropic’s Claude adds a prompt playground to quickly improve your AI apps – Tech Crunch
Helping nonexperts build advanced generative AI models – MIT
Anthropic’s AI now lets you create bots to work for you – The Verge
How my 4 favorite AI tools help me get more done at work - ZDnet
The Great AI Challenge: We Test Which Bot Is Best – Wall Street Journal
How to avoid AI in your Google searches - PopSci
LinkedIn Shares New insight into Professional Use of Generative AI – Social Media Today
Generative AI Defined: How it Works, Benefits and Dangers – Tech Republic
Meta’s A.I. Assistant Is Fun to Use, but It Can’t Be Trusted – New York Times
7 Everyday Work Problems AI Helps Me Solve - Wall Street Journal
ChatGPT no longer requires an account — but there’s a catch – Tech Crunch
A guide to applying AI to real-world problems - Semafor
How data scientists can leverage ChatGPT – Analytics Insight
How to use LinkedIn AI tools to find a job – Popular Science
How to use voice in Character.AI – Digital Trends
These Free LinkedIn Courses Will Teach You How to Use AI - Life Hacker
How to Use Microsoft's Copilot AI, and 10 Things to Try Right Away – PC Mag
OpenAI's GPT Store has millions of custom chatbots — here are 5 of the best so far – Tom’s Guide
What Salespeople Get Wrong About Using GenAI – Harvard Business Review
Google’s ChatGPT competitor Bard is nearly as good — just slower – The Verge
Microsoft's AI assistant comes to iPhone and iPad — it's powered by GPT-4 & DALL·E 3, and it's free – iMore
How to setup and use the new Microsoft AutoGen AI agent - Geeky Gadgets
Want Better AI? Get Input From a Real (Human) Expert - insideBIGDATA
4 new ways to use Bard AI – Wonder Tools
How to make the most of Claude – Wonder Tools
How to use Pi and other alternatives to ChatGPT - Wonder Tools
I'm an AI prompt engineer. Here are 3 rules to get the best results using ChatGPT – and what people get wrong. – Business Insider
How to use ChatGPT for data analysis and research - Beginners Guide - Geeky Gadgets
How To Use Artificial Intelligence Today: Text-To-Speech Technology – Forbes
How to add plugins to ChatGPT – XDA Developers
OpenAI Develops Tool to Create Realistic AI Videos - Wall Street Journal
Premier YouTube Channels Exploring Large Language Models – Analytics Insights
"AI native" Gen Zers are comfortable on the cutting edge - Axios
TikTok’s AI-powered Creative Assistant is now available directly in Adobe Express – Tech Crunch
How to use ChatGPT to brainstorm anything – Geeky-Gadgets
How to Use AI Tools to Easily Make Short-Form TikTok and Reels Videos – Tech.co
How to Use ChatGPT in Non-Evil Ways – Vice
Want More Clarity on Generative AI? Experiment Widely – MIT Tech Review
How to Use A.I. to Edit and Generate Stunning Photos – New York Times
Specific steps in how to use ChatGPT - Wharton School
ChatGPT Vision lets you submit images in your prompts: 7 wild ways people are using it -Mashable
Generative AI is now a part of everyday life, for good and bad. Here’s how to make the tech work for you – Technical.ly
The 4 Best AI Generator Tools For Writing Essays, Blogs & More – Hive.com
This is the best AI technology you’re probably not using – Washington Post
YouTube has AI creator tools, but creators are too busy battling AI to care - Polygon
New AI Dev Platform Allows You to Customize Open Source LLMs – The New Stack
How to write fiction and non-fiction books using ChatGPT – Geeky-Gadgets
Google's AI note-taking service 'NotebookLM' is now available – TechSpot
From bench to bot: How to use AI tools to convert notes into a draft – The Transmitter
Bard can now watch YouTube videos for you – The Verge
You can now create AI images right from Google Search — here’s how – Tom’s Guide
7 things I’ll tell my best friend, who is just getting started with Midjourney – Medium
How to Use AI Tools to Easily Make Short-Form TikTok and Reels Videos – Tech.co
Amazon Launches Free AI Classes in Bid to Win Talent Arms Race – Wall Street Journal
I tried Microsoft's AI-powered assistant, Copilot. The tool helpfully attends meetings and summarizes emails, but it's best to treat it as a rookie intern – Business Insiider
7 AI Tools That Help You Write Emails - MakeUseOf
Create Stunning Data Viz in Seconds with ChatGPT – KD Nuggets
How To Use Google's New AI Image Generator in Search – Tech.co
How to Use AI to Get Your Next Job, According to Career Experts – Reader’s Digest
Prompt Structure in Conversations with Generative AI – Nielsen Norman Group
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Health Care & AI
Zoom will now use an AI-powered medical notetaker for telehealth visits – Fast Company
New JAMA channel highlights AI’s role in medicine - Washington Post
How Generative AI Is Transforming Medical Education – Harvard Medicine
AI in Medicine: Are Large Language Models Ready for the Exam Room? – Medscape
New JAMA channel highlights AI’s role in medicine – Washington Post
Why Surgeons Are Wearing The Apple Vision Pro In Operating Rooms - TIME
Cancer diagnostics' rapid evolution thanks to AI – Axios
Microsoft announces new AI tools to help ease workload for doctors and nurses - CNBC
As AI-powered health care expands, experts warn of biases – Semafor
How AI could monitor brain health and find dementia sooner – Washington Post
10 Uses Cases of Predictive Analytics in Healthcare - Appinventiv
New AI Tool Rivals Human Experts In Cancer Diagnosis And Prognosis – Science Blog
The AI revolution in health care - Washington Post
Enhancing fairness in AI-enabled medical systems with the attribute neutral framework – Nature
Generative AI-assisted Peer Review in Medical Publications: Opportunities Or Trap - JMIR Publications
Would you trust AI to scan your genitals for STIs? – the 19th
That Message From Your Doctor? It May Have Been Drafted by A.I. – New York Times
When AI looked at biology, the result was astounding - Washington Post
How AI can help — and hurt — when people fundraise for urgent medical needs – Marquette
Google’s AI-backed healthcare search tool now available for general use – Health Care Dive
Scientists to use AI to analyse 1.6m brain scans to develop tool predicting dementia risk – The Guardian
How AI Could Help Reduce Inequities in Health Care – Harvard Business Review
5 Challenges of AI in Healthcare – Unite AI
California nurses protest ‘untested’ AI as it proliferates in health care – Health Care Journalism
What accelerates brain ageing? This AI ‘brain clock’ points to answers - Nature
How AI and accelerated computing are transforming drug discovery – Financial Times
How Often Do LLMs Hallucinate When Producing Medical Summaries? -Medcity News
The testing of AI in medicine is a mess. Here’s how it should be done - Nature
A.L.S. Stole His Voice. A.I. Retrieved It. – New York Times
AI tool outperforms existing x-ray structure methods - Chemistry World
A robot just performed fully autonomous surgery on a live patient for the first time – BRG
Artificial intelligence in scientific medical writing: Legitimate and deceptive uses and ethical concerns – Science Direct
In Constant Battle With Insurers, Doctors Reach for a Cudgel: A.I. - New York Times
First ‘bilingual’ brain-reading device decodes Spanish and English words -
Google Is Using A.I. to Answer Your Health Questions. Should You Trust It? - New York Times
Reconciling privacy and accuracy in AI for medical imaging – Nature
How A.I. Is Revolutionizing Drug Development - New York Times
OpenAI and Arianna Huffington are working together on an ‘AI health coach’ – The Verge
End-of-life decisions are difficult and distressing. Could AI help? – MIT Tech Review
States are writing their own rules for AI in health care - Axios
The testing of AI in medicine is a mess. Here’s how it should be done - Nature
DermaSensor: World's first AI-powered skin cancer detecting device – Interesting Engineering
How doctors are using AI to diagnose a hidden heart condition in kids – Washington Post
Google AI has better bedside manner than human doctors — and makes better diagnoses - Nature
The startup that wants to cure diseases and slow aging, with the help of AI - Semafor
Medical AI could be ‘dangerous’ for poorer nations, WHO warns – Nature
This AI was built to tell pastries apart. Now it's helping fight cancer - CNN
ML Model Predicts Complications Following Cardiovascular Interventions – Heath IT analytics
US FDA approves world's first AI-powered skin cancer detecting device - Interesting Engineering
AI helps predict antidepressant response in a week – Medical.net
Health-care AI: The potential and pitfalls of diagnosis by app – The Conversation
AI Predicts Alzheimer’s 7 Years Early – Neuroscience News
Could AI Predict Psychosis Before it Happens? – Psychology Today
AI Chatbots Are Promising but Limited in Promoting Healthy Behavior Change – UniteAI
Can Mental-Health Chatbots Help With Anxiety and Depression? – Wall Street Journal
Machine learning enables cheaper and safer low-power MRI - News-Medical.Net
Tetris-inspired radiation detector uses machine learning – Physics World
Doctors are using AI to talk to patients and record appointments. Don’t worry, your data is allegedly safe – Fast Company
Speaking without vocal cords, thanks to a new AI-assisted wearable device – UCLA
A.I. Could Spot Breast Cancer Earlier. Should You Pay for It? – New York Times
AI-enhanced integration of genetic and medical imaging data for risk assessment of Type 2 diabetes – Nature
How Does AI Fit Into Clinical Practice? – MedScape
Using AI for public impact of healthcare – Fast Company
Less burnout for doctors, better clinical trials, among the benefits of AI in health care – CNBC
Growing Evidence Shows Importance of AI for Healthcare – Center For Data Innovation
Nurses gather at Kaiser SF to protest AI in health care – NBC Bay Area
A health tech leader’s plea: Regulate AI – Politico
Protecting scientific integrity in an age of generative AI - PNAS
Generative A.I. Arrives in the Gene Editing World of CRISPR – New York Times
Researcher will use AI to test new materials so engineers don’t have to – Arizona State University
Democratizing the future of AI R&D: NSF to launch National AI Research Resource pilot - National Science Foundation
NASA accelerates science with gen AI-powered search - CIO
A physicists’ guide to the ethics of artificial intelligence – Symmetry Magazine
Interdisciplinary group suggests guidelines for the use of AI in science - TechExplore
Scientists use generative AI to answer complex questions in physics – MIT
AI Is Moving Biology From Science To Engineering, Advancing Medicine - Forbes
AI gets scientists one step closer to mapping the organized chaos in our cells – NPR
AI’s big test: Making sense of $4 trillion in medical expenses - Politico
How to Use ChatGPT for Health: Doctors, Professionals Give Tips - Bloomberg
Medical AI Tools Can Make Dangerous Mistakes. Can the Government Help Prevent Them? - WSJ
UnitedHealth uses AI model with 90% error rate to deny care, lawsuit alleges – Ars Technica
AI that reads brain scans shows promise for finding Alzheimer’s genes – Nature
New A.I. Tool Diagnoses Brain Tumors on the Operating Table – New York Times
Health data in the UK is about to flow more freely, like it or not (podcast) – The Guardian
Doctors Wrestle With A.I. in Patient Care, Citing Lax Oversight – New York Times
Researchers at Northwestern Medicine have created a generative AI system that can create text reports interpreting chest radiographs as accurately as radiologists. – Health IT Analytics
Where healthcare needs to focus for AI – Fast Company
How to Use ChatGPT for Cognitive Behavioral Therapy - MakeUseOf
Balancing The Pros And Cons Of AI In Healthcare – Forbes
Google reveals new generative AI models for healthcare – Health Care Dive
Eliminating Racial Bias in Health Care AI – Yale School of Medicine
Why AI Is Medicine’s Biggest Moment Since Antibiotics - Wall Street Journal
I’m an ER doctor: Here’s what AI startups get wrong about “ChatGPT for telehealth” – Fast Company
Hospital bosses love AI. Doctors and nurses are worried. – Washington Post
Deep Learning Model Detects Diabetes Using Routine Chest Radiographs – Health IT Analytics
AI Helps a Stroke Patient Speak Again, a Milestone for Tech and Neuroscience - New York Times
Google DeepMind’s AI Model Scours Our Genes to Guess Who Might Get Sick - Wall Street Journal
A boy saw 17 doctors over 3 years for chronic pain. ChatGPT found the right diagnosis - NBC Today Show
AI might be listening during your next health appointment - Axios
A step towards AI-based precision medicine - Science Daily
Is the Eye the Window to Alzheimer’s? New AI tools could diagnose the disease with visual scans - Wall Street Journal
Predicting epileptic seizures with AI - RIU Research
AI’s potential to accelerate drug discovery needs a reality check - Nature
An AI Tool That Can Help Forecast Viral Outbreaks – Harvard Medical School
Microsoft announces new AI tools to help doctors deliver better care – CNBC
Cigna Accused of Using AI, Not Doctors, to Deny Claims: Lawsuit – Medscape
Here's what AI-powered doctor's visits are like – CNBC
AI-supported mammogram screening increases breast cancer detection by 20%, study finds – CNN
New AI tool can help treat brain tumors more quickly and accurately, study finds – The Guardian
Google’s medical AI chatbot is already being tested in hospitals – The Verge
The AI Opportunity for Life Sciences and Pharma in the Age of ChatGPT – Expert.ai
AI-Generated Data Could Be a Boon for Healthcare—If Only It Seemed More Real – Wall Street Journal
AI-brain implant helped patient gain feeling in his hand again – Mobile Syrup
The AI Will See You Now - Wall Street Journal
AI tool could help spot lung cancer years in advance – Washington Post
ChatGPT Will See You Now: Doctors Using AI to Answer Patient Questions - Wall Street Journal
ChatGPT improves their ability to communicate empathetically with patients – New York Times
A Doctor Published Several Research Papers With Breakneck Speed. ChatGPT Wrote Them All - Digg
Patients were told their voices could disappear. They turned to AI to save them - Washington Post
The algorithm has been trained to make medical predictions based on reading genomes - Washington Post
Scientists have used AI to discover a new antibiotic that can kill a deadly species of superbug - BBC
AI Tool Assists in Predicting the Likelihood of Pancreatic Cancer - Healthy Analytics
For now, the new AI in health care is going to be less a genius partner than a tireless scribe - New York Times
History of AI
A brief history of AI: how we got here and where we are going – The Conversation
History of AI (video) – Voice of America
What is the history of artificial intelligence? – Tableau
The History of Artificial Intelligence – Harvard
A Short History of Artificial Intelligence – Every
History of Generative Artificial Intelligence projects and services – GitHub
A Brief History of Large Language Models – DataVersity
8 Key Moments in the Development of A.I. – New York Times
The Secret History of AI, and a Hint at What’s Next – Wall Street Journal
History and evolution of machine learning: A timeline – TechTarget
A Brief History of AI – Life Hacker
How to Use AI
Surprising ways to prompt AI – Wonder Tools
5 prompts to have a fun AI chatbot conversation - Mashable
I write about AI for a living — here's how to become a true power user – Tom’s Guide
Google unveils invisible ‘watermark’ for AI-generated text – Nature
Adobe promises AI tools that build 3D scenes, animate text, and make distractions disappear. – The Verge
Should You Be Nice to Your Chatbot? – Wall Street Journal
Adobe’s AI video model is here, and it’s already inside Premiere Pro - The Verge
I write about AI for a living — and NotebookLM is the most exciting tech to arrive since ChatGPT – Tom’s Guide
Perplexity AI : How to Use It for Fast, Accurate Results – Geeky-Gadgets
Meta Unveils Instant A.I. Video Generator That Adds Sounds – New York Times
I Built a Chatbot to Replace Me. It Went a Little Wild. - Wall Street Journal
Learn From My Worst AI Images and Fix These Biggest AI Fails – CNET
AI's parent-teen knowledge gap – Axios
Create Better AI Images With These Expert Prompt Writing Tips - CNET
How to use Midjourney's new AI image editor - Tom’s Guide
How to cite ChatGPT in APA Style – American Psychological Association
How do I cite generative AI in MLA style? - Modern Language Association
What Is AI Best at Now? Improving Products You Already Own - Wall Street Journal
Can Security Experts Leverage Generative AI Without Prompt Engineering Skills? – Tech Republic
Using AI to buy your home? These companies think it's time you should
How Generative AI Works – Financial Times (scroll storytelling)
Demystifying AI – Axios
5 questions about artificial intelligence, answered – Washington Post
W&M professor publishes children’s book to teach AI fundamentals – William & Mary
Shedding light on AI's black box – Axios
What exactly is an AI agent? – Tech Crunch
‘Visual’ AI models might not see anything at all - Tech Crunch
Is this AI? See if you can spot the technology in your everyday life. – Washington Post
ChatGPT and other language AIs are nothing without humans – a sociologist explains how countless hidden people make the magic – The Conversation
What Are Large Language Models (LLMs) and How Do They Work? – MakeUseOf
What Is Deep Learning? - MathWorks
Readers Have a Lot of Questions About AI. We Answer Them. – Wall Street Journal
What is AI? Everything to know about artificial intelligence – Zdnet
How AI models are getting smarter Deep neural networks are learning diffusion and other tricks – The Economist
Prompts for AI
Generative AI will redefine what we mean by expertise. The skills that will be most in demand will be the ability to: Know what questions to ask. - Inside Higher Ed
Chat GPT prompt tip - Rachel Woods on TikTok
Mom, Dad, I Want To Be A Prompt Engineer - Forbes
What does an AI prompt engineer actually do? - Semafor
Tech’s hottest new job: AI whisperer. No coding required. – Washington Post
4 prompts to get your chatbot to fact-check itself and not make things up – Business Insider
4 Tips For Lawyers To Master The Art Of Productive AI Conversations – Above the Law
How to write effective AI art prompts – Zapier
Awesome ChatGPT Prompts - GitHub
PromptHero - tools for helping coax just the right output from AI image generators
Beginner’s prompt handbook: ChatGPT for local news publishers - Joe Amditis
Predictions about AI
How Experts in China and the United Kingdom View AI Risks and Collaboration – Data Innovation
The AI bubble has burst. Here's how we know. – Mashable
Paris gives first glimpse at AI's Olympic future – Axios
How Long Will A.I.’s ‘Slop’ Era Last? – New York Times
Who will control the future of AI? – Washington Post
The first wave of AI innovation is over. Here’s what comes next – Fast Company
Generative AI Hype Cycle Is Hitting ‘Trough of Disillusionment’ – 404 Media
What Messing With Chatbots Tells Us About the Future of AI – New York Magazine
AI Finds That AI Is Great In New Garbage Research From Tony Blair Institute - 404 Media
The future is all bot vs. bot – Axios
The AI hype bubble is deflating. Now comes the hard part. - Washington Post
Tech Exec Predicts Billion-dollar AI Girlfriend Industry - Futurism
China tops the U.S. on AI research in over half of the hottest fields: report – Axios
The Decade Ahead in AI – Situational Awareness
AI optimists crowd out doubters at TED conference – Axios
Eric Schmidt’s AI prophecy: The next two years will shock you – Exponential View
Why small language models are the next big thing in AI – Venture Beat
What’s next for generative video – MIT Tech Review
Thanks to AI, people may no longer feel the need to learn a second language – The Atlantic
Natural language instructions induce compositional generalization in networks of neurons – The Journal Nature
AI Will Mean Cheaper Food – Wall Street Journal
The Year Ahead in AI: AI Predictions for 2024 – Expert AI
What an AI-powered future of data science looks like – Fast Company
A.I. Is Learning What It Means to Be Alive - New York Times
What’s next for generative AI: Household chores and more – MIT Management
Experts Concerned by Signs of AI Bubble - Futurism
AI Has Lost Its Magic That’s how you know it’s taking over - The Atlantic
How the A.I. That Drives ChatGPT Will Move Into the Physical World – New York Times
How the A.I. That Drives ChatGPT Will Move Into the Physical World – New York Times
How AI will influence creative tools – Figma
Western countries are more pessimistic about AI – Axios
Generative AI Landscape: Trends of 2024 and Beyond - eWeek
AI is Coming! Tips for Staying Calm and Carrying On – Wall Street Journal
AI Is Trying to Predict Your Death. It's Not as Scary as It Sounds. - Bloomberg
Generative A.I.’s Biggest Impact Will Be in Banking and Tech, Report Says - New York Times
How Generative AI Will Change All Of Our Jobs In 2024 - Forbes
AI is here – and everywhere: 3 AI researchers look to the challenges ahead in 2024 – The Conversation
The Year Ahead in AI: AI Predictions for 2024 – Expert AI
What an AI-powered future of data science looks like – Fast Company
A.I. Is Learning What It Means to Be Alive - New York Times
The Future Of Generative AI: 6 Predictions Everyone Should Know About – Forbes
The Future of Censorship Is AI-Generated – TIME
Why small language models are the next big thing in AI – Venture Beat
What’s next for generative video – MIT Tech Review
Thanks to AI, people may no longer feel the need to learn a second language – The Atlantic
Natural language instructions induce compositional generalization in networks of neurons – The Journal Nature
AI Will Mean Cheaper Food – Wall Street Journal
The Year Ahead in AI: AI Predictions for 2024 – Expert AI
What an AI-powered future of data science looks like – Fast Company
A.I. Is Learning What It Means to Be Alive - New York Times
What’s next for generative AI: Household chores and more – MIT Management
Experts Concerned by Signs of AI Bubble - Futurism
AI Has Lost Its Magic That’s how you know it’s taking over - The Atlantic
How the A.I. That Drives ChatGPT Will Move Into the Physical World – New York Times
An OpenAI employee says prompt engineering is not the skill of the future — but knowing how to talk to humans will be – Business Insider
Generative AI will move from hype to actually being helpful – Semafor
How ‘A.I. Agents’ That Roam the Internet Could One Day Replace Workers – New York Times
Why AI struggles to predict the future – NPR
How AI will upend the customer service industry - Semafor
OpenAI’s chief scientist, on his hopes and fears for the future of AI - MIT Technology Review
Forrester’s 2024 Predictions Report warns of AI ‘shadow pandemic’ as employees adopt unauthorized tools – VentureBeat
2024: The year AI gets real - Axios
The biggest winners — and losers — in the coming AI job apocalypse – Business Insider
Now That Generative AI Is Here, Where Will All The Data Come From? – Forbes
Researchers think there’s a 5% chance AI could wipe out humanity – Semafor
Generative AI a la ChatGPT is pushing investors to new extremes of hype – Axios
The Generative AI Bubble Will Burst Soon – KD Nuggets
Wall Street Watchdog Says AI Will Cause 'Unavoidable' Economic Collapse – Gizmodo
Experts Predict the Future of Technology, AI & Humanity – Wired
An English professor long interested in the statistical analysis of literature & he thinks AI is a game-changer in our understanding of texts – Business Insider
How AI Is Impacting Society And Shaping The Future – Forbes
In its own words: The future of AI in sports – Sports Business Journal
iPhone 16 is poised to be an AI superphone — 5 rumors you need to know – Tom’s Guide
Everyone gets an AI agent – The Nieman Lab
Klarna CEO on how AI will make online shopping more 'emotional' – Semafor
Where is AI Heading in 2024? Looking Ahead To AI In 2024 – Forbes
Why AI struggles to predict the future – NPR
How AI will upend the customer service industry - Semafor
OpenAI’s chief scientist, on his hopes and fears for the future of AI - MIT Technology Review
Forrester’s 2024 Predictions Report warns of AI ‘shadow pandemic’ as employees adopt unauthorized tools – VentureBeat
The biggest winners — and losers — in the coming AI job apocalypse – Business Insider
Now That Generative AI Is Here, Where Will All The Data Come From? – Forbes
Generative AI a la ChatGPT is pushing investors to new extremes of hype – Axios
The Generative AI Bubble Will Burst Soon – KD Nuggets
Wall Street Watchdog Says AI Will Cause 'Unavoidable' Economic Collapse – Gizmodo
Experts Predict the Future of Technology, AI & Humanity – Wired
An English professor long interested in the statistical analysis of literature & he thinks AI is a game-changer in our understanding of texts – Business Insider
How AI Is Impacting Society And Shaping The Future – Forbes
In its own words: The future of AI in sports – Sports Business Journal
Within five years everyone would have access to an AI personal assistant. He referred to this function as a personal chief-of-staff. In this vision, everybody will have access to an AI that knows you, is super smart, and understands your personal history. -Venture Beat
Some experts in generative AI predict that as much as 90% of content on the internet could be artificially generated within a few years. -Bloomberg
Currently, most AI falls under narrow or specialized intelligence — good at one thing but pretty useless otherwise. However, we’re inching closer to Artificial General Intelligence (AGI), where machines can understand, learn, and apply knowledge across different domains. -Christophe Atten writing in Medium
It is certainly the case that many new technologies have led to bad outcomes – often the same technologies that have been otherwise enormously beneficial to our welfare. So it’s not that the mere existence of a moral panic means there is nothing to be concerned about. But a moral panic is by its very nature irrational – it takes what may be a legitimate concern and inflates it into a level of hysteria that ironically makes it harder to confront actually serious concerns. And wow do we have a full-blown moral panic about AI right now. -Marc Andreesen writing in a16z
All of the software we’ve ever used was engineered to work backward from an outcome. Its creators wanted to help you find a webpage or play a game or operate a laptop. Perhaps you’ve noticed that the major AI chatbots arrived with almost no user documentation or instructions. A lump of clay doesn’t come with instructions either. That’s what makes this moment unique — and so worthy of species-level #1 foam-finger pride. We humans have created a tool for potentially infinite tasks. Its imperfections are ours to solve — and its powers still ours to shape. – Washington Post
“AI may cause a new Renaissance, perhaps a new phase of the Enlightenment,” Yann LeCun, one of the godfathers of modern artificial intelligence, suggested earlier this year. AI can already make some existing scientific processes faster and more efficient, but can it do more, by transforming the way science itself is done? Such transformations have happened before. – The Economist
DeepMind’s cofounder says generative AI is just a phase. What’s next is interactive AI: bots that can carry out tasks you set for them by calling on other software and other people to get stuff done. “Technology is going to be animated. It’s going to have the potential freedom, if you give it, to take actions. It’s truly a step change in the history of our species that we’re creating tools that have this kind of, you know, agency.” -MIT Tech Review
What If the Robots Were Very Nice While They Took Over the World? First it was chess and Go. Now AI can beat us at Diplomacy, the most human of board games. The way it wins offers hope that maybe AI will be a delight. -Wired
People need to develop “rugged flexibility,” to manage change most effectively. In other words, people need to learn how to be strong and hold on to what is most useful but also to bend and adapt to change by embracing what is new. -Venture Beat
Imagine if your brain got 10 times smarter every year over the past decade, and you were on pace for more 10x compounding increases in intelligence over at least the next five. Throw in precise recall of everything you’ve ever learned and the ability to synthesize all those materials instantly in any language. You wouldn’t be just the smartest person to have ever lived — you’d be all the smartest people to have ever lived. (Though not the wisest.) That’s a plausible trajectory of the largest AI models. -Washington Post
We seem to be in what I can only call an “AI lull.” The initial excitement about ChatGPT, which started in January, has receded. Do not be deceived. While the hype and marketing may have died down, at least on the retail side, the AI revolution will continue. -Bloomberg
What Happens When AI Has Read Everything? – The Atlantic
AI Is About to Make Social Media Much More Toxic - The Atlantic
Hallucinations Could Blunt ChatGPT’s Success - Spectrum
The AI-powered, totally autonomous future of war Is here – Wired
The AI emotions dreamed up by ChatGPT – BBC
When the Movies Pictured A.I., They Imagined the Wrong Disaster – New York Times
The ChatGPT buzz and why it will be over sooner than you think – Venture Beat
What happens when we can no longer differentiate a human from a machine? – The Hill
The Hype Cycle of AI – Expert.ai
Attackers (will) use artificial intelligence to write software that can break into corporate networks in novel ways, change appearance and functionality to beat detection, and smuggle data back out through processes that appear normal. Washington Post
Actor Tom Hanks believes he will be starring in new film roles long after his death, as he speculated on the possibility that his likeness could be captured by AI. Forbes
Any site that depends on contributions from the public — text messages, product reviews, photo or video uploads — is preparing to be swamped with AI-generated input that will make finding signal in the noise even harder for human users. Axios
Robots presented at an AI forum said they expected to increase in number and help solve global problems, and would not steal humans' jobs or rebel against us. Reuters
While much of the media attention has been on large language models, the field of causal AI has gotten comparatively little. If causal reasoning is combined with large language models, it could have a major impact on humanity. Semafor
In a way, I’m agnostic to that question of “do we need more breakthroughs or will existing systems just scale all the way?” My view is it’s an empirical question, and one should push both as hard as possible. And then the results will speak for themselves.(DeepMind CEO Demis Hassabis) The Verge
Artificial intelligences that are trained using text and images from other AIs, which have themselves been trained on AI outputs, could eventually become functionally useless. New Scientist
One need not even know how to program to construct attack software. “You will be able to say, ‘just tell me how to break into a system,’ and it will say, ‘here’s 10 paths in’,” said Robert Hansen, who has explored AI as deputy chief technology officer at security firm Tenable. “They are just going to get in. It’ll be a very different world.” Washington Post
Fifty-six percent of respondents (in a recent survey) think ‘people will develop emotional relationships with AI’ and 35 percent of people said they’d be open to doing so if they were lonely. The Verge
In 2019, Christian Szegedy, a computer scientist formerly at Google and now at a start-up in the Bay Area, predicted that a computer system would match or exceed the problem-solving ability of the best human mathematicians within a decade. Last year he revised the target date to 2026. New York Times
What to Expect from AI in 2023 – Towards AI
The Prospect of an AI Winter – Erich Grunewald Blog
A.I. May Change Everything, but Probably Not Too Quickly - New York Times
ChatGPT could make life easier — here’s when it’s worth it – Washington Post
A.I. Technology: 8 Questions About the Future - New York Times
As AI Spreads, Experts Predict the Best and Worst Changes in Digital Life by 2035 – Pew Research
Think AI was impressive last year? Wait until you see what’s coming - Vox
The 2024 election cycle 'is poised to be the first election where A.I.-generated content is prevalent - New York Times
Humans will specialize in whatever AI does worst. - Chronicle of Higher Ed
AI will certainly force us to concentrate on those talents and skills that will remain uniquely human. - Chronicle of Higher Ed
Will writers start proclaiming they are “natural” writers, with no AI use in their work, akin to bodybuilders who choose not to use performance-enhancing drugs? - Washington Post
It’s going to creep into our lives in ways we least expect it - Wall Street Journal
While I think that A.I. tools help express our creativity, creativity will still be the driving force behind the future of art. - New York Magazine
The new web is struggling to be born, and the decisions we make now will shape how it grows - The Verge
The role of software engineers will evolve into one of guiding and overseeing the AI's work, providing input and feedback, and ensuring that the generated code meets the project's requirements. Prompt engineering will be critical in using automated code generators as prompts must be carefully crafted to accurately capture the intent of the desired code. Forbes
Many types of work will be taken over by machines, and jobs will vanish. This change is typically seen as a cause for gloom. I suggest we see it as an opportunity to revitalize education by replacing unsatisfying work with meaningful labor. Chronicle of Higher Ed
Possibilities: Things People are Trying to Get AI To Do
The brain-computer interface race is on, with AI speeding up developments – Semafor
What’s next for generative AI: Household chores and more – MIT Management
Police Departments Are Turning to AI to Sift Through Millions of Hours of Unreviewed Body-Cam Footage - ProPublica
Deal Dive: Can AI fix lost and found? – Tech Crunch
1 in 3 people are lonely. Will AI help, or make things worse? – The Conversation
Samsung to release Ballie, an AI home robot with a projector, in 2024 – Washington Post
Will Chatbots Teach Your Children? – New York Times
AI Is Helping Pick What You’ll Wear in Two Years – Bloomberg
Can AI count hate crimes? – Semafor
TurboTax and H&R Block’s AI chatbots are giving bad tax advice – Washington Post
What happens when ChatGPT tries to solve 50,000 trolley problems? – Ars Technica
Can AI Unlock the Secrets of the Ancient World? – Bloomberg
How One Tech Skeptic Decided A.I. Might Benefit the Middle Class – New York Times
A new tool to counter California’s housing crisis: AI - Semafor
Can AI Replace Your Financial Adviser? Not Yet. But Wait. - Wall Street Journal
AI models can analyze thousands of words at a time. A Google researcher has found a way to increase that by millions.– Business Insider
New deep learning AI tool helps ecologists monitor rare birds through their songs – Phys.org
When AI Denies Your Loan Application, Should You Be Able to Appeal to a Human? – Wall Street Journal
Edith Piaf AI-Generated Biopic in the Works at Warner Music – Variety
ChatGPT and Midjourney bring back the dead with generative AI – Axios
How advances in AI can make content moderation harder — and easier - Semafor
Can AI Rescue Recycling? - Wall Street Journal
The US has a new plan for wielding AI to fight climate change - Semafor
AI Doom Calculator is predicting people's death – USA Today
Jeff Bezos Bets on a Google Challenger Using AI to Try to Upend Internet Search - Wall Street Journal
Can A.I. solve rape cases? To find out, a Cleveland professor programmed a computer to analyze thousands of police reports -Cleveland.com
Some in the (book) publishing world are already experimenting with AI programs in areas such as marketing, advertising, audiobook production and even writing, weighing their promise of supporting work done by humans against the threat that the machines ma. -NY Times
AI-powered technology may also help revitalize endangered languages, including by processing and storing languages and identifying language patterns. Additionally, AI may help accomplish these tasks at unprecedented speeds or just in time, before an endangered language goes extinct. -Inside Higher Ed
Many in publishing are taking action to protect their work. The Authors Guild recently organized a petition signed by thousands of writers demanding that companies seek their approval before using their work to train A.I. programs. Agencies representing illustrators have also revised their contracts to keep their work from being used to feed A.I. programs. Penguin Random House, the country’s largest book publisher, said it considers the “unauthorized ingestion” of content to train A.I. models to be a copyright infringement. New York Times
Text With Jesus replicates an instant messaging platform, with biblical figures impersonated by the artificial intelligence program ChatGPT. The launching of the app stirred reactions ranging from amusement to accusations of blasphemy and heresy. -Religious News Service
Can ChatGPT become a content moderator? The technique is still not as effective as experienced human moderators, OpenAI found. But it outperforms moderators that have had light training.-Semafor
Can A.I. Detect Wildfires Faster Than Humans? California Is Trying to Find Out. -New York Times
AI providers begin to explore new terrain: chatbots in salary negotiations – Axios
Coca-Cola launches beverage created with the help of artificial intelligence -Food Dive
Get Ready for AI Chatbots That Do Your Boring Chores - Wired
Alexa, will generative AI make you more useful? -Semafor
Can AI predict, and try to prevent, homelessness? -NPR
Can AI Flirt?
Can You Flirt Better Than Artificial Intelligence? – Wall Street Journal
Could AI read my thoughts?
A Brain Scanner Combined with an AI Language Model Can Provide a Glimpse into Your Thoughts – Scientific American
A.I. Is Getting Better at Mind-Reading In a recent experiment, researchers used large language models to translate brain activity into words. – New York Times
Can AI help me find a date?
AI apps are being used to help people connect on dating apps – NPR
Will AI change the self-help industry?
The Goopification of AI A new generation of chatbots is poised to become the next frontier of self-help – The Atlantic
Can AI be a therapist?
Virtual therapists can help veterans reluctant to open up to a person – Wired
Startups are using ChatGPT to meet soaring demand for chatbot therapy - Semafor
Can AI provide therapy in someone’s native language?
Virtual therapists can help people struggling to access in-person therapy in their native languages. – Wiley
Can AI help with text & Tinder?
How to use ChatGPT for texting and Tinder without being a jerk - The Washington Post
Can AI read my mind?
New AI system could help people who lost their ability to speak - CBS News
Can AI rap?
A Swedish newspaper is having AI rap its articles in an attempt to get young people interested in the news - Business Insider
Are AI pets available?
AI pets are booming: They can include realistic programmed personalities — plus tails that wag - AI Time Journal
Can AI past an MBA test?
ChatGPT passes Wharton Business School's MBA exam, gets a B - Interesting Engineering
Can AI simulate large-scale economic or political events?
Generative AI landscape: Potential future trends - Tech Target
Can AI contest parking tickets?
I asked ChatGPT to contest my parking ticket - Fast Company
Can AI set insurance rates?
Generative AI is helping figure out who is riskier for insurers – Semafor
Can AI create fashion?
Generative AI: Unlocking the future of fashion - McKinsey
Can AI explain history?
How AI is helping historians better understand our past - MIT Tech Review
Can an AI be my lawyer’s assistant?
Why it’s imperative lawyers adopt a ‘legal copilot’ model with AI – Legal Dive
Can AI make decent movies?
Another Reason Hollywood Will Love AI - Wall Street Journal
Welcome to the new surreal. How AI-generated video is changing film - MIT Tech Review
Can AI spot materials inside of images?
Researchers use AI to identify similar materials in images - MIT Tech Review
Can AI pick hit songs?
Accurately predicting hit songs using neurophysiology and machine learning - Frontiers
Neuro-forecasting the next No. 1 song - Axios
Can AI replace data scientists?
Are data scientists still needed in the age of generative AI? - KD Nuggets
Can AI plan your trip better than you can?
In Milan, Putting an A.I. Travel Adviser to the Test - New York Times
Can AI build a website?
How to use AI Art and ChatGPT to Create Insane Web Designs - Codex Community (video)
Can AI play Minecraft?
They Plugged GPT-4 Into Minecraft—and Unearthed New Potential for AI - Wired
Can AI provide commentary at tennis matches?
Wimbledon to introduce AI-powered commentary to coverage this year – The Guardian
Can AI Read my mind?
A.I. Is Getting Better at Mind-Reading In a recent experiment, researchers used large language models to translate brain activity into words. – New York Times
Can AI translate the Bible?
USC researchers use AI to help translate Bible into very rare languages – Religious News Service
Can AI make Astrological Readings?
Is A.I. the Future of Astrology? – New York Times
Can AI Do your Taxes?
Ready for AI to help you do your taxes? Taxfyle’s got you covered – Refresh Miami
How about answering questions from a ‘biblical’ perspective?
Christian creators build chatbots with ‘biblical’ worldview – Religious News Service
Can AI change the way wars are fought?
Our Oppenheimer Moment: The Creation of AI Weapons – New York Times
Can AI Replace Humans?
We Went to the Fast-Food Drive-Through to Find Out – Wall Street Journal
Can AI Build Websites?
Mobile website builder Universe launches AI-powered designer – Tech Crunch
Can AI write sermons?
Start-up AI Platform Aims to Help Pastors Make the Most of Their Sunday Sermons – Christian Standard
Can AI write a song?
We asked Google’s new AI music bot to write us a song. We instantly regretted it – Science Focus
Can AI pilot airplanes & drones?
AI pilots, the future of aerial warfare – Air Force Tech
Can AI bring historical figures to life?
AI Chatbots Now Let You Talk to Historical Figures Like Shakespeare and Andy Warhol – My Modern Met
Can AI create decent headshots?
I Used AI To Create My Professional Headshots And The Results Were Either Great Or Hilarious – Digg
Possibilities: Things AI Can Do Now
New Score Uses AI to Rate Brands’ Inclusivity in Advertising - Wall Street Journal
Google Lens now lets you search with video – The Verge
This Google AI Tool Can Turn Your Research Into a 'Podcast' – Life Hacker
Warner Bros. Discovery to Use Google AI Tech for Captions Programming – Hollywood Reporter
How Perplexity AI is Transforming Data Science and Analytics https://tinyurl.com/4sez9uxj - Analytics Insight
Google Funds New AI-Assisted Satellites to Detect Wildfires Faster – AI Business
Podcast: AI and Voice Replication – Illusion of More
Amazon is allowing Audible narrators to clone themselves with AI - The Verge
No laughing matter - how AI is helping comedians write jokes – BBC
What can we learn from millions of high school yearbook photos? – NPR
Google Meet’s automatic AI note-taking is here - The Verge
What accelerates brain ageing? This AI ‘brain clock’ points to answers – Nature
These New AI Bots Will Do Just About Anything for You - Wall Street Journal
Google’s new Pixel 9 can search your screenshots with AI – Washington Post
An Anthropic scientist broke his hand on a bike and it forced him to write all his code with AI for two months. He is never going back. - Erik Schluntz
AI is surprisingly good at predicting narcissism based on LinkedIn profiles – PsyPost
A.L.S. Stole His Voice. A.I. Retrieved It. – New York Times
Drones could soon be working together in swarms to put out flames before they become wildfires – BBC
Salesforce unveils autonomous agents for sales teams - CIO
Is AI the end of search? One CDO says no but look for search to be decentralized. “If I want to know the closest pizza shop, that’s what Google is for, but if I want to understand allergen info for the shop, I need to ask the shop itself” using the shop’s AI. - VentureBeat
Toys “R” Us has released a video ad, one of the first from a major brand that was created almost entirely by generative artificial intelligence. Sora completed 80% to 85% of the work before the agency went in to make slight corrections to the imagery. - Wall Street Journal
A Japanese mega-conglomerate says it's using AI to build what one of its designers called a "mental shield" that manipulates angry customers' voices so that call center employees don't have to deal with drama. Softbank insists it won't change customers' words, but instead will do things like make a shrill, angry voice lower, to become less grating, or else, raise the pitch. - ArsTechnica
We put five of the leading bots through a series of blind tests to determine their usefulness. ChatGPT, didn’t lead the pack. Instead, lesser-known Perplexity was our champ. - Wall Street Journal
There were more images created through AI last year than there were created through lens-based technologies. - Hollywood Reporter
Humane releases widely anticipated Ai Pin—a wearable badge that doubles as an AI-powered smart device. The voice-based, always-connected Ai Pin is the first of what will almost certainly be a long line of products riding the generative AI boon. - Tech Crunch
An innovative voice-cloning technology is making it possible to hear Chief Justice Earl Warren “read” the historic Brown v. Board of Education decision on school desegregation as he did on May 17, 1954, along with oral arguments by lawyers including a future Supreme Court justice, Thurgood Marshall. - Associated Press
A new study “recruited management consultants from Boston Consulting Group.” One of the tasks was to brainstorm about a new type of shoe, sketch a persuasive business plan for making it and write about it persuasively. Some researchers had believed only humans could perform such creative tasks. They were wrong. The consultants who used ChatGPT produced work that independent evaluators rated about 40 percent better on average. In fact, people who simply cut and pasted ChatGPT’s output were rated more highly than colleagues who blended its work with their own thoughts. And the A.I.-assisted consultants were more than 20 percent faster. - The New York Times
AI headphones let wearer listen to a single person in a crowd, by looking at them just once. - Eureka Alert
A pair of studies looked at how much a person's expectations about AI impacted their likelihood to trust it and take its advice. A strong placebo effect works to shape what people think of a particular AI tool. - Axios
AI can figure out where a photo was taken. This "may help people ID the locations of old snapshots or allow biologists to conduct rapid surveys for invasive plant species—but similar tech could be used for gov. surveillance, corp. tracking or even stalking.” - NPR
A start-up called Perplexity shows what’s possible for a search engine built from scratch with artificial intelligence. Perplexity doesn’t give you back a list of links. Instead, it scours the web for you and uses AI to write a summary of what it finds. One impressive Perplexity feature is ‘Copilot,’ which helps a user narrow down a query by asking clarifying questions. Perplexity also allows users to search within a specific set of sources, such as academic papers, YouTube videos or Reddit posts. - New York Times
This AI humanoid robot helped assemble BMWs at US factory - Arstechnica
AI tool outperforms existing x-ray structure methods - Chemistry World
Getty Images Updated Generative AI Pushes Boundaries Of What’s Possible – Search Engine Journal
What It's Like Using a Brain Implant With ChatGPT (Video) - Cnet
Google DeepMind AI system reaches milestone in global math contest – Semafor
How AI Brought 11,000 College Football Players to Digital Life in Three Months – Wall Street Journal
Is AI funnier than humans? This study says so but you be the judge – New York Post
AI model harnesses physics to autocorrect remote sensing data - Phys Org
Meet Kenza Layli from Morocco - the winner of the world's first Miss AI beauty pageant – Euronews
‘We don’t want to leave people behind’: AI is helping disabled people in surprising new ways - CNN
NBC will use AI version of Al Michaels’s voice for Olympics coverage – The Hill
Smashing, from Goodreads’ co-founder, curates the best of the web using AI and human recommendations – TechCrunch
AI is upending search as we know it – Venture Beat
Generative AI Speech-to-Speech Systems and Their Applications – Datanami
How AI is helping judge Olympic gymnastics – The Verge
Using AI to decode dog vocalizations – University of Michigan
An app that uses generative AI that writes biographies for users – Tech Crunch
'AI is redefining the insurance industry' – FT Advisor
AI Is Coming to a Restaurant Near You, Says OpenTable CEO Debby Soo – Barrons
Internet Horrified at AI App for Cloning Dead Family Members - Futurism
Spotify launches personalized AI playlists that you can build using prompts – Tech Crunch
The AI art generator Midjourney is the favored tool in architecture – Bloomberg
Anthropic claims its AI models are as persuasive as humans - Axios
Ready for a Chatbot Version of Your Favorite Instagram Influencers? – New York Times
AI “deathbots” are helping people in China grieve – Rest of World
I Used ChatGPT to Build My Best Wardrobe Ever, and It Worked – Cnet
No physics? No problem. AI weather forecasting is already making huge strides. – Ars Technica
Tom Brady says he's 'using AI' to prepare for broadcasting career – Awful Announcing
Artificial intelligence might revolutionise coaching based on football research – Cosmos
OpenAI reveals artificial intelligence tool to re-create human voices - Axios
AI Is Telling Bedtime Stories to Your Kids Now - Wired
Why AI will help IT workers get more sleep - Semafor
New study finds ChatGPT gives better advice than professional columnists – PsyPost
LinkedIn Tests New AI-Based Learning Elements In-Stream – Social Media Today
Can AI Predict What Shoppers Will Buy? – Business of Fashion
AI is speeding up scientific discoveries and helping to spot new ideas - Axios
Google Chrome will summarize entire articles for you with built-in generative AI - The Verge
AI is helping cut the carbon footprint of online shopping returns - Semafor
Elvis Evolution: Presley to be brought to life using AI for new immersive show - BBC
How an AI robot smashed human world record in Labyrinth, a classic marble maze game – Fox News
George Carlin has a new AI-generated comedy special – USA Today
This AI game controller can predict which button you'll press next - BGR
This AI learnt language by seeing the world through a baby’s eyes – Nature
AI program “can train neural networks using just a handful of satellite and drone images - Phys.org
How AI Can Find the Perfect Movies, TV Shows and Books for You – Wall Street Journal
Ex Zillow exec launches AI-powered home search platform - Axios
A Celebrity Dies, and New Biographies Pop Up Overnight. The Author? A.I. – New York Times
Build Walls
Predict Weather
NASA and IBM are building an AI for weather and climate applications – Engadget
Map Icebergs
Mute Chip Crunching
Frito-Lay has created an AI-powered mic filter that can remove the crunching sound created by eating chips during online gaming sessions – Marketing Drive
Predict New Stable Compounds
Google DeepMind has created an AI system that can predict the structure of crystalline materials much faster than humans – The Next Web
Track Tomatoes
A data visualization tracking tomato production in Europe – Data Innovation
Make a Movie
Make I asked ChatGPT to create a Hallmark Christmas movie — and it went better than expected – Tom’s Guide
Be a Personal Assistant
Personalized A.I. Agents Are Here. Is the World Ready for Them? – New York Times
Win Awards
The Grammys will consider that viral song with Drake and The Weeknd AI vocals for awards after all – Engadet
Let you Speak in Other Languages
This new AI video tool clones your voice in 7 languages — and it's blowing up – Tom’s Guide
Edit Major Movies
How Will Editors Use AI? The Tech’s Role in Production and Post Scrutinized at IBC – Hollywood Reporter
Translate Podcasts
Spotify develops ai-powered voice cloning tool that can translate podcasts into multiple languages – Music Business Worldwide
Fashion Modeling
Spanish influencer agency designed this AI model after deciding real-life influencers are a pain – BGR
Create Anime
Tezuka Fans Unimpressed by Black Jack's First Official AI-Generated Manga – CBR
Read Books for you
Why Read Books When You Can Use Chatbots to Talk to Them Instead? - WIRED
Haggle with Sellers
See how well you can haggle with AI to purchase real products – AI Garage Sale
Create a Dead Actors Voice
AI-Generated Jimmy Stewart Narrates Bedtime Story for Calm App – Variety
And do other chores
6 ChatGPT mind-blowing extensions to use it anywhere – Medium
AI chatbots were tasked to run a tech company. They built software in under seven minutes — for less than $1. – Business Insider
AI Has Already Created As Many Images As Photographers Have Taken in 150 Years. Statistics for 2023 – Every Pixel
A.I. Can’t Build a High-Rise, but It Can Speed Up the Job – New York Times
AI-generated books are infiltrating online bookstores - Axios
GenAI Is Making Data Science More Accessible - Datanami
Can AI summaries save you from endless virtual meetings? – Washington Post
Amazon is bringing a whole lot of AI to Thursday Night Football this season – The Verge
7 Projects Built with Generative AI by Data Scientists – KD Nuggets
The Novel Written about—and with—Artificial Intelligence – The Walrus
The IRS will use AI to crack down on wealthy potential tax violators - Axios
Stability AI has now released a code generator called StableCode – VentureBeat
AI is already helping 911 operators. Here’s what the future of emergencies looks like – Fast Company
Generative AI: Here are the use cases across industries – Economic Times
How AI is bringing film stars back from the dead – BBC
How AI is Revolutionizing the Insurance Industry - Stack Diary
How to Create QR Code Art using Stable Diffusion – Urvashi on Medium
8 questions CISOs should be asking about AI – CSO
How to Use A.I. for Family Time – New York Times
Sweetspot is an AI search engine for the U.S. government contract maze - Semafor
ChatGPT Code Interpreter: What is It and What Can You Do With It – Stack Diary
AI can write code
Making basic coding obsolete - Semafor
AI changes the software-making game - Axios
Now, folks who don’t know how to code can easily write automation scripts to run in browsers - KHOI
It is becoming more feasible for AI systems to take over the role of coding – Forbes
AI can write email
Microsoft Will Use OpenAI Tech to Write Emails for Busy Salespeople – Bloomberg
AI write SEO
24 Experts share how they are using ChatGPT to help with SEO efforts - Matt Tutt
AI can spot phishing sites
ChatGPT shows promise in detecting phishing sites – Help Net Security
AI can fight El Niño
AI is helping scientists and startups fight El Niño - Semafor
AI can help build video games
Game makers put generative AI to imaginative work - Axios
AI can write political speeches
ChatGPT writes lawmakers speech – Boston Globe
Government & AI
Top AI Companies Join Government Effort to Set Safety Standards - TIME
Medical AI Tools Can Make Dangerous Mistakes. Can the Government Help Prevent Them? – Wall Street Journal
Regulate AI? Here’s What That Might Mean in the US – Washington Post
How AI is quietly changing everyday life And what Washington is doing about it behind the scenes. - Politico
As gen AI advances, regulators—and risk functions—rush to keep pace – McKinsey
AI lobbying spikes 185% as calls for regulation surge – CNBC
It’s Time for the Government to Regulate AI. Here’s How. - Politico
White House vies for global leadership on AI governance - Washington Post
AI Voice Robocalls Banned by Federal Communications Enforcer – Bloomberg
Biden’s Elusive AI Whisperer Finally Goes On the Record. Here’s His Warning. - Politico
Biden signs AI executive order, the most expansive regulatory attempt yet – Washington Post
AI can stop government from growing, and that’s a good thing – The Hill
U.S. Government Uses for Artificial Intelligence – Investopedia
New Laws to Regulate AI Would Be Premature - Washington Post
Journalism & AI
Here are the AI essentials that our experts are using, promoting and nervous about – Poynter
Historic Newspaper Uses Janky AI Newscasters Instead of Human Journalists - 404 Media
How I’m Trying to Use Generative AI as a Journalism Engineer — Ethically – The Markup
David Caswell: “All journalists should be trained to use generative AI” – Hello Future
AI companies have a news problem. Journalists have the skills they need to fix it. – Columbia Journalism Review
‘Being on camera is no longer sensible’: persecuted Venezuelan journalists turn to AI – The Guardian
How The New York Times' Granular Gen AI Tool Drives Campaign Performance – Ad Week
Meet NAT, the AI-generated presenter offering soft news to Mexican audiences – Reuters
After getting caught fabricating quotes using AI, Cody reporter resigns – Wyoming News
India’s star audio content company is going all in on AI. Will listeners tune in? – Rest of World
Two 80-something journalists tried ChatGPT. Then, they sued to protect the ‘written word’ – Associated Press
Reality Check Commentary: No News Is Bad News: Some AI Models Are Trained to Avoid News – New Guardian
CNN slashes 100 jobs as it announces major AI-focused overhaul – Raw Story
The Washington Post debuts AI chatbot – Axios
The assignment: Build AI tools for journalists – and make ethics job one – Poynter
Why video journalism is not ready to ditch its editors because of AI – Journalism.co
Google Search Ranks AI Spam Above Original Reporting in News Results – Wired
Global audiences suspicious of AI-powered newsrooms, report finds - Reuters
How AI helped a local newsroom in Argentina boost its reach, innovation and sustainability - International Journalist's Network
Fact-checkers urge collaboration, caution in using artificial intelligence tools – Poynter
How Donors Can Support Responsible AI Use in Journalism – Journalism Funders Forum
OK computer? Understanding public attitudes towards the uses of generative AI in news - Reuters
Breaking down ESPN’s decision to use AI to write some game stories – Poynter
Our standards for using AI at The Dallas Morning News – Dallas News
California announces new deal with tech to fund journalism, AI research – Associated Press
New Washington Post AI tool sifts massive data sets - Axios
Yahoo News debuted a fresh A.I.-powered news app – Wired
Ten big questions on AI and the news – Columbia Journalism Review
It Looked Like a Reliable News Site. It Was an A.I. Chop Shop. – New York Times
NYT issues guidance on its A.I. principles – InPublishing
AI companies freeze out partisan media – Semafor
AI newsroom guidelines look very similar, says a researcher who studied them. He thinks this is bad news - Reuters Institute
WSJ editor Emma Tucker on how publishers can protect themselves from AI challenge – Press Gazettte
For the first time, two Pulitzer winners disclosed using AI in their reporting – Harvard’s Nieman Lab
AI for Data Journalism: demonstrating what we can do with this stuff right now – Simon Willison
The media bosses fighting back against AI — and the ones cutting deals – Washington Post
What does the public in six countries think of generative AI in news? | Reuters Institute for the Study of Journalism - Reuters Institute
USA Today is adding AI-generated summaries to the top of its articles - The Verge
Google’s and Microsoft’s AI Chatbots Refuse to Say Who Won the 2020 US Election – Wired
Julia Angwin on trust in journalism and the future of AI and the news – Journalist’s Resources
AI’s coming inverted pyramid moment for journalism – Poynter
Does AI Have a Place in Journalism? 6 Ways It Helps Us Craft Our Original Work – PC Magazine
Why TikTok star Sophia Smith Galer created an AI tool to help journalists make viral videos – Journalism.co
Newsrooms are experimenting with generative AI, warts and all – The Conversation
Media Companies Are Making a Huge Mistake With AI – The Atlantic
‘Devastating’ potential impact of Google AI Overviews on publisher visibility revealed - Press Gazette
Impact of AI on Local News Models – Local News Initiative
Meet AdVon, the AI-Powered Content Monster Infecting the Media Industry – Futurism
New AI and Large Language Model Tools for Journalists: What to Know - Global Investigative Journalism Network
AI is disrupting the local news industry. Will it unlock growth or be an existential threat? – Poynter
How Generative AI Is Helping Fact-Checkers Flag Election Disinformation, But Is Less Useful in the Global South – Global Investigative Journalism Network
News industry divides over AI content rights - Axios
8 major newspapers join legal backlash against OpenAI, Microsoft – Washington Post
The business of news in the AI economy – Wiley Online Journal
How AI-generated disinformation might impact this year’s elections and how journalists should report on it – Reuters Institute
AI is already reshaping newsrooms, AP study finds - Poynter
AI news that’s fit to print: The New York Times’ editorial AI director on the current state of AI-powered journalism – Harvard’s Nieman Lab
Watermarks are Just One of Many Tools Needed for Effective Use of AI in News – Innovating
We’re not ready for a major shift in visual journalism - Poynter
Axios Sees A.I. Coming, and Shifts Its Strategy – New York Times
Newsweek is making generative AI a fixture in its newsroom - Harvard’s Nieman Lab
Your newsroom needs an AI ethics policy. Start here. – Poynter
Is AI about to kill what’s left of journalism? – Financial Times
Pulitzer’s AI Spotlight Series will train 1,000 journalists on AI accountability reporting – Harvard’s Nieman Lab
AI newsroom guidelines look very similar, says a researcher who studied them. He thinks this is bad news – Reuter’s Institute
AI’s Most Pressing Ethics Problem – Columbia Journalism Institute
AI-generated news is here from SF-based Hoodline. What will that mean? -San Francisco Chronicle
Two journalists talk to the bots — who talk back — about the pros and pitfalls of AI - Nieman Labs
What will be the impact of generative AI on journalism? – Reuters
TikTok dominates media outlets as news source for Gen Z - Axios
Vice Media to Stop Publishing on Vice.com, Plans to Cut Hundreds of Jobs – Wall Street Journal
How OpenAI’s new text-to-video tool, Sora, could harm journalism and society - Poynter
Semafor reporters are going to curate the news with AI – The Verge
AI and Journalism Need Each Other – WSJ
How less, not more, data, could help journalism – Semafor
News Publishers See Google’s AI Search Tool as a Traffic-Destroying Nightmare – WSJ READ
AI may be news reporting’s future. So far, it’s been an embarrassment. - Washington Post
Can news outlets build a ‘trustworthy’ AI chatbot? - The Verge
How to report on AI in elections - International Journalists' Network - International Center For Journalists
How Reuters, Newsquest and BBC experiment with generative AI – Journalism.co
Google News Is Boosting Garbage AI-Generated Articles – 404 Media
Experts Warn Congress of Dangers AI Poses to Journalism - TIME
The New York Times is building a team to explore AI in the newsroom - The Verge
New York Times Sues Microsoft and OpenAI, Alleging Copyright Infringement – WSJ
I created an AI tool to help investigative journalists find stories in audit reports - Reuters
The AI Revolution in Journalism: A New Era of Enhanced Reporting - Hackernoon
How The Generative AI Boom Proves We Need Journalism - AdExchanger
AI is a big opportunity for the news media. Let’s not blow it. - Columbia Journalism Review
Legal Issues & AI
5 Critical AI Legal Issues Every Business Must Navigate – Forbes
Artist appeals copyright denial for prize-winning AI-generated work - ArsTechnica
Podcast: AI and Voice Replication - Illusion of More
YouTube Develops Tool to Allow Creators to Detect AI-Generated Content Using Their Likeness – Hollywood Reporter
FBI busts musician’s elaborate AI-powered $10M streaming-royalty heist – ArsTechnica
Supio brings generative AI to personal injury cases – Tech Crunch
Mickey Mouse Smoking: How AI Image Tools Are Generating New Content-Moderation Problems – Wall Street Journal
Police officers are starting to use AI chatbots to write crime reports. Will they hold up in court? – Associated Press
Watermarking in Images Will Not Solve AI-Generated Content Abuse – Data Innovation
Bill to Outlaw AI Deepfakes Backed by SAG-AFTRA – Variety
The European Union’s world-first artificial intelligence rules are officially taking effect - Associated Press
Buzzfeed sends ‘cease and desist’ letter over AI aggregator’s logo – Press Gazette
The Push to Develop Generative A.I. Without All the Lawsuits – New York Times
AI can’t make music — but that doesn’t mean it poses an empty threat to musicians – The Atlantic
The music industry is coming for AI – NPR
Judge sharply criticizes lawyers for authors in AI suit against Meta – Politico
YouTube will use AI to snip copyrighted music and not silence your whole video – Tech Radar
Three senators introduce bill to protect artists and journalists from unauthorized AI use – Engadget
Chevron’s downfall highlights need for clear artificial intelligence laws - FedScoop
The AI Shakeup: New Tech Innovations and the Future of Corporate Law – JD Supra
Decoding US Copyright Law and Fair Use for Generative AI Legal Cases – Medium
Two 80-something journalists tried ChatGPT. Then, they sued to protect the ‘written word’ – Associated Press
Colorado’s Landmark AI Act: What Companies Need To Know – Skadden
Record labels sue two AI startups for copyright infringement – Axios
Deepfakes and the First Amendment: Are Deepfakes Illegal? – Freedom Forum
What Do You Do When A.I. Takes Your Voice? – New York Times
AI Legal Tools Could Be Too Pricey For Those Most In Need – Law360
Drake threatened with lawsuit over diss track featuring AI Tupac – The Verge
AI is creating fake legal cases and making its way into real courtrooms, with disastrous results – The Conversation
Generative AI For Legal Professionals: What To Know And What To Do Right Now – Above the Law
Gen AI Shows Promise — And Peril — For Pro Se Litigants - Law360
AI hustlers stole women’s faces to put in ads. The law can’t help them. – The Washington Post
Generative AI Is Challenging a 234-Year-Old Law – The Atlantic
George Carlin’s estate settles lawsuit over AI comedy special – Washington Post
How GenAI can enhance your legal work without compromising ethics – Reuters Legal
Calif.'s Top Judge Launches Task Force To Probe AI Uses - Law360
How Dow Jones is building a framework to tackle AI copyright challenges – Journalism.co
China court says AI broke copyright law in apparent world first – Semafor
Judge Blasts Law Firm for using ChatGPT to Estimate Legal Costs – Futurism
AI Use in Law Practice Needs Common Sense, Not More Court Rules – Bloomberg
How Generative AI's Growing Memory Affects Lawyers – Law 360
Generative AI in the legal industry: The 3 waves set to change how the business works – Reuters
Harvard Law Expert Explains How AI my Transform the Legal Profession in 2042 – Harvard Law School
How Artificial Intelligence is making its way into the legal system – The Marshall Project
AI Will Soon Streamline Litigation Practice for Patent Attorneys – Bloomberg
Chief Justice Roberts casts a wary eye on artificial intelligence in the courts - NPR
AI’s Billion-Dollar Copyright Battle Starts With a Font Designer – Bloomberg
Boom in A.I. Prompts a Test of Copyright Law – New York Times
The New York Times’s OpenAI lawsuit could put a damper on AI’s 2024 ambitions – Fast Company
OpenAI Pleads That It Can’t Make Money Without Using Copyrighted Materials for Free – Futurism
What If We Held ChatGPT to the Same Standard as Claudine Gay? The problem with generative AI is plagiarism, not copyright – The Atlantic
The New York Times’ Copyright Lawsuit Against OpenAI Threatens the Future of AI and Fair Use – Data Innovation
We Asked A.I. to Create the Joker. It Generated a Copyrighted Image. – New York Times
How lawyers used ChatGPT and got in trouble – Washington Post
Artificial Intelligence Will Transform Legal Profession – NYSBA
How is AI Used in Legal Technology? – National Law Review
Here’s What Happens When Your Lawyer Uses ChatGPT – New York Times
End of the Billable Hour? Law Firms Get On Board With Artificial Intelligence – Wall Street Journal
How I help clients navigate the world of AI – Legal Check
Harvard Law School Professor Finds ChatGPT Invents Fake Law Less Than The Supreme Court – Above the Law
Law Firms Wrestle With How Much to Tell Clients About AI Use - Bloomberg Law
Law students will gain access to LexisNexis' generative artificial intelligence platform - ABA Journal
Michael Cohen says he unwittingly sent AI-generated fake legal cases to his attorney – NPR
Experts say the courts will feel even greater impacts from generative AI in 2024 - Reuters
Generating a Body of Generative AI Case Law - Holland & Knight Law
Recent cases raise questions about the ethics of using AI in the legal system - NPR
Sarah Silverman Hits Stumbling Block in AI Lawsuit Against Meta - The Hollywood Reporter
How China’s $70 AI copyright ruling impacts the world - Semafor
Legal experts step up to defend wave of AI lawsuits - Financial Times
Exploring Copyright Boundaries: The Impact of Van Gogh-Inspired AI Art - JD Supra
AI cannot be patent 'inventor', UK Supreme Court rules in landmark case - Reuters
Face search company Clearview AI overturns UK privacy fine - BBC
Vanderbilt Law School introduces new AI Legal Lab - National Jurist
AI-generated content can now be copyrighted...sometimes - Mashable
Two Supreme Court Cases Could Shape the Future of AI and Content Moderation - Just Security
OpenAI, Microsoft hit with new author copyright lawsuit over AI training - Reuters
Google promises to take the legal heat in users’ AI copyright lawsuits – The Verge
A.I. May Not Get a Chance to Kill Us if This Kills It First – Slate
Getty Images CEO Craig Peters has a plan to defend photography from AI – The Verge
Artists Are Losing the War Against AI – The Atlantic
Some of the resistance among publishers to works generated by A.I. comes from its legal standing: Machine-written text can’t be copyrighted – New York Times
Some argue that authors whose copyrighted works are used to train AI systems have an ownership claim while others say those who use AI as a tool are the legal authors – Inside Higher Ed
Microsoft Says It Will Protect Customers from AI Copyright Lawsuits - Bloomberg
Thomson Reuters AI copyright dispute must go to trial, judge says -Reuters
Getty made an AI generator that only trained on its licensed images – The Verge
The Authors whose Pirated books are Powering Generative AI – The Atlantic
Inside the Legal Tussle Between Authors and AI: “We’ve Got to Attack This From All Directions” – Vanity Fair
Can My AI Program Sue? Supreme Court’s ADA Decision May Have the Answer – Security Boulevard
Philosophical Theory May Help Solve AI Inventorship Question – Law 360
2 Creative IP Attorneys On The Complications Of AI-Generated Art – Above the Law
The copyright battles against OpenAI have begun - Quartz
AI learned from their work. Now they want compensation – Washington Post
How ChatGPT Could Embed a ‘Watermark’ in the Text It Generates - The New York Times
UChicago scientists develop new tool to protect artists from AI mimicry – Univ. Chicago
Can an AI Own a Copyright? – Illusion of More
Can A.I. Invent? – New York Times
Thousands of authors sign letter urging AI makers to stop stealing books - TechCrunch
Stop Rushing To Copyright As A Tool To ‘Solve’ The Problems Of AI – Above the Law
OpenAI is facing lawsuits over copyrighted materials it uses to train ChatGPT – NPR
Generative AI is a legal minefield – Axios
ChatGPT and the First Amendment: Whose Rights Are We Talking About? – LawFare Blog
Generative AI Brings A New Generation Of Legal Issues – Law360
No, Ruth Bader Ginsburg did not dissent in Obergefell — and other things ChatGPT gets wrong about the Supreme Court – Scotus Blog
Biden Administration Weighs Possible Rules for AI Tools Like ChatGPT – Wall Street Journal
Some law professors fear ChatGPT's rise as others see opportunity – Reuters
A Machine With First Amendment Rights – LawFare Blog
A terrible decision on AI-made images hurts creators – Washington Post
The AI boom is here, and so are the lawsuits - Vox
Publishers’ group warns that generative AI content could violate copyright law – Marketing Brew
Copyright won't solve creators' Generative AI problem - Pluralistic
Who Is Liable for A.I. Creations? – New York Times
AI is already writing books, websites and online recipes - The Washington Post
ChatGPT maker OpenAI faces a lawsuit over how it used people’s data - The Washington Post
AI-created images lose U.S. copyrights in test for new technology - Reuters
Do AI images violate copyright? A lawyer explains the Stable Diffusion lawsuit - BoingBoing
AI-generated comic artwork loses US Copyright protection - ArsTechnica
Does Generative AI Need to Infringe Copyright to Create? – Lexology
Who Owns SpongeBob? AI Shakes Hollywood’s Creative Foundation - Wall Street Journal
Critics of Generative AI Are Worrying About the Wrong IP Issues – Data Innovation
AI-Generated Works Should Not Have Copyright Protection - Law360
Limitations of AI
While AI can enhance individual creativity, it might do so at the expense of collective diversity and novelty in creative works. PsyPost
The AI programs aren’t necessarily doing something no human can; they’re doing something no human can in such a short period of time. Sometimes that’s great, as when an AI model quickly solves a scientific challenge that would have taken a researcher years. Sometimes that’s terrifying, as when (they appear) capable of replacing entire production studios. -The Atlantic
“On average 30% of the time the AI models spread misinformation when asked about claims in the news. On average 29% of the time, the AI models simply refused to respond to prompts about false claims in the news over the past month. Instead, the models delivered only non-responsive responses.” -News Guard
While AI models are starting to replicate musical patterns, it is the breaking of rules that tends to produce era-defining songs. Algorithms ‘are great at fulfilling expectations but not good at subverting them, but that’s what often makes the best music,’ Eric Drott, a music-theory professor at the University of Texas at Austin.” How can we be more human than an AI? Produce creative work that goes beyond the expected, the predictable, the established and popular. -The Atlantic
Recent brain scans suggest we don’t need language to think. A group of neuroscientists now argue that our words are primarily for communicating, not for reasoning. "Separating thought and language could help explain why AI systems like ChatGPT are so good at some tasks and so bad at others. These programs mimic the language network in the human brain — but fall short on reasoning." - New York Times
If an LLM can be trained on 17th-century texts, it can just as easily be trained on QAnon forums, or a dataset that presupposes the superiority of one religion or political system. Use a deeply skewed bubble machine like that to try to understand a book, a movie, or someone's medical records and the results will be inherently biased against whatever — or whoever — got left out of the training material. -Business Insider
At times, A.I. chatbots have stumbled with simple arithmetic and math word problems that require multiple steps to reach a solution, something recently documented by some technology reviewers. The A.I.’s proficiency is getting better, but it remains a shortcoming. -New York Times
Can machine-learning algorithms distinguish truth from falsehood? – The Atlantic
AI models could collapse if trained on their own materials, study shows – Semafor
A.I. Can Write Poetry, but It Struggles With Math – New York Times
OopsGPT OpenAI just announced a new search tool. Its demo already got something wrong. – The Atlantic
A week of nonstop breaking political news stumps AI chatbots – Washington Post
Hundreds of millions of people have tried ChatGPT, but most of them haven’t been back. LLMs might be a trap – Ben Evans Blog
What if the A.I. Boosters Are Wrong? – New York Times
AI Has Become a Technology of Faith - The Atlantic
Why AI can’t replace science – Fast Company
AI Investors Are Starting to Wonder: Is This Just a Bubble? - New York Magazine
It’s time to get real about what AI can and can’t do – Washington Post
Generative AI Can’t Cite Its Sources - The Atlantic
Think AI Can Perceive Emotion? Think Again. – Wall Street Journal
Press Pause on the Silicon Valley Hype Machine – New York Times
In the shadow of generative AI, what remains uniquely human? - VentureBeat
Teenager stuns China after beating AI in math contest – NBC News
The Mystery of AI Gunshot-Detection Accuracy Is Finally Unraveling – Wired
New study on AI-assisted creativity reveals an interesting social dilemma – Psypost
The AI that de-ages Eminem into Slim Shady is astonishingly bad – Futurism
Using synthetic data to train foundational LLMs – Enterprise AI
Over half of all tech industry workers view AI as overrated – TechSpot
AI May ‘Hallucinate’ More Often Than Many Realize - The New York Times
Why ChatGPT Is Getting Dumber at Basic Math – Wall Street Journal
What are LLMs bad at? Reference lists - Edifix
M.B.A. Students vs. ChatGPT: Who Comes Up With More Innovative Ideas? - Wall Street Journal
Why AI Isn’t Funny – The Messenger
AI Is a Waste of Time – The Atlantic
ChatGPT AI makes mistakes and stifles diversity of thought, according to workplace study – Axios
How Smart is ChatGPT? – Visual Capitalist
Has ChatGPT really gotten ‘lazy’? – Semafor
Honestly, I love when AI hallucinates – Washington Post
In Leaked Audio, Microsoft Cherry-Picked Examples to Make Its AI Seem Functional - Futurism
Generative AI Models Are Built to Hallucinate: The Question is How to Control Them - insideBIGDATA
No ChatGPT didn’t ace MIT classes — it cheated - Chronicle of Higher Ed
You'd likely be disappointed if you asked ChatGPT for internet links to research sources - MakeUseOf
ChatGPT is no CPA: The Popular chatbot can’t pass accounting test - Study Finds
We’re Using A.I. Chatbots Wrong. Here’s How to Direct Them - New York Times
If ChatGPT doesn’t get a better grasp of facts, nothing else matters - Fast Company
AI chatbots are having their "tulip mania" moment - Salon
Why data contamination is a big issue for LLMs - BDtechtalks
Are you better than an AI? - Bandt
AI needs better metaphors - Dylan Collins blog
Be an AI realist - Axios
Machine thinking is great for understanding the behavioral patterns across populations. It is not great for understanding the unique individual right in front of you. If you can understand another person’s perspective, you have a more valuable skill than the skill possessed by some machine vacuuming up vast masses of data about no one in particular. New York Times
Ian Bogost suggests that ChatGPT produces “an icon of the answer … rather than the answer itself.” The Atlantic
A large language model is not capable of conducting independent research or gathering new information. It is only capable of generating text based on the input it is given, so it would not be able to provide original insights or perspectives on the topic at hand. Inside Higher Ed
The ability to create and give a good speech, connect with an audience, and organize fun and productive gatherings seem like a suite of skills that A.I. will not replicate. New York Times
The idea that “AI” can navigate contested terrain by flagging “disagreement” and synthesizing links to “both sides” is hardly sufficient. Such illusions of balance obscure the need to situate information and differentiate among sources: precisely the critical skills that college writing was designed to cultivate and empower. Public Books
Something I noticed when I asked ChatGPT to write a short story: It makes everything sound like an unfunny parody. New York Magazine
I’ve learned that it is being used for such daily tasks as: translating code from one programming language to another, potentially saving hours spent searching web forums for a solution; generating plain-language summaries of published research, or identifying key arguments on a particular topic; and creating bullet points to pull into a presentation or lecture. Chronicle of Higher Ed
If AI-generated forensic sketches are ever released to the public, they can reinforce stereotypes and racial biases and can hamper an investigation by directing attention to people who look like the sketch instead of the actual perpetrator Vice
AI feels mundane. It just feels like using any other technology. So we really need to reckon with our own expectations, turn down the hype, and close the gap between what we imagine and what the reality is. The Markup
The information produced by AI language models and chatbots is often incorrect. The tricky thing is that when it’s wrong, it’s wrong in ways that are difficult to spot. The Verge
Our tests found that it sometimes offers responses that potentially include plagiarism, contradict itself, are factually incorrect or have grammatical errors, to name a few — all of which could be problematic at work. Washington Post
When we discuss hallucinations and out-of-date databases, we should be careful about reaching summative judgments. These products are still very much in development; there will be new innovations, and there will be bigger and better pools of data that will stir the pot among ranking brands and products. Inside Higher Ed
CNET started quietly publishing articles explaining financial topics using “‘automated technology’ – a stylistic euphemism for AI,” CNET had to issue corrections on 41 of the 77 stories after uncovering errors despite the articles being reviewed by humans prior to publication. Some of the errors came down to basic math. Columbia Journalism Review
I think the questionable accuracy of responses provided by ChatGPT is its biggest downside. It means the user is responsible for verifying the information, which takes away the ease people are attributing to ChatGPT. Demand Sage
ChatGPT has proven inept at reproducing even the simplest ideas in rocketry. In addition to messing up the rocket equation, it bungled concepts such as the thrust-to-weight ratio, a basic measure of the rocket's ability to fly. NPR
ChatGPT can write poemlike streams of regurgitated text, but . . . they don’t satisfy the minimal criterion of a poem, which is a pattern of language that compresses the messy data of experience, emotion, truth, or knowledge and turns those, as W. H. Auden wrote in 1935, into “memorable speech.” The Atlantic
Even if researchers trained these systems solely on peer-reviewed scientific literature, they might still produce statements that were scientifically ridiculous. Even if they learned solely from text that was true, they might still produce untruths. Even if they learned only from text that was wholesome, they might still generate something creepy. New York Times
Politics & AI
Half of U.S. states seek to crack down on AI in elections – Axios
No people, no problem: AI chatbots predict elections better than humans – Semafor
Sophistication of AI-backed operation targeting senator points to future of deepfake schemes – Associated Press
Half of U.S. states seek to crack down on AI in elections – Axios
Rethinking ‘Checks and Balances’ for the A.I. Age – New York Times
AI Could Still Wreck the Presidential Election – The Atlantic
How A.I., QAnon and Falsehoods Are Reshaping the Presidential Race - New York Times
Uncle Sam wants to know: What can your country do for AI? – Semafor
California lawmakers approve legislation to ban deepfakes, protect workers and regulate AI – ABC News
AI Regulation Is Coming. Fortune 500 Companies Are Bracing for Impact. – Wall Street Journal
Harris will use human Donald Trump stand-ins, not AI, for debate prep – Semafor
Police officers are starting to use AI chatbots to write crime reports. Will they hold up in court? – Associated Press
Breaking Down Global Government Spending on AI – Enterprise AI
How Innovative Is China in AI? – Information Technology & Innovation Foundation
AI researchers call for ‘personhood credentials’ as bots get smarter – Washington Post
How AI-generated memes are changing the 2024 election – NPR
States are writing their own rules for AI in health care - Axios
Political consultant fined $6M for using AI to fake Biden’s voice in robocalls to voters – New York Post
AI enters politics: 3 Pa. House candidates used ChatGPT to shape voters guide responses – Lancaster Online
Israel establishes national expert forum to guide AI policy and regulation – Jerusalem Post
France appoints first AI minister amid political unrest as it aims to become global AI leader – Euro News
Can politicians benefit from claiming real scandals are deep fakes? (video) – CNN
FCC pursues new rules for AI in political ads, but changes may not take effect before the election - Associated Press
As AI entrenches itself in the political world, discerning real from fake is critical – NBC Boston
Mayoral candidate vows to let VIC, an AI bot, run Wyoming’s capital city – Washington Post
Brands Love Influencers (Until Politics Get Involved) – New York Times
What AI is doing to campaigns - Politico
See why AI detection tools can fail to catch election deepfakes – Washington Post
Saudi Arabia Spends Big to Become an A.I. Superpower – New York Times
Trump's crowd-photo claims speed AI-driven truth decay – Axios
The brewing storm over California’s AI bill – Semafor
Secretaries of state urge Musk to fix AI chatbot spreading false election info - Washington Post
With Smugglers and Front Companies, China Is Skirting American A.I. Bans - New York Times
A neurological disorder stole her voice. Jennifer Wexton takes it back on the House floor – Associated Press
A Kamala Harris Presidency Could Mean More of the Same on A.I. Regulation - New York Times
California is a battleground for AI bills, as Trump plans to curb regulation - Washington Post
Censorship slows China's AI advances – Axios
US agents shut down huge Russian AI bot farm as fears over misinformation grow – Semafor
A Hacker Stole OpenAI Secrets, Raising Fears That China Could, Too - New York Times
The AI Industry starts to focus on a potential Trump presidency – Semafor
Forget deepfake videos. Text and voice are this election’s true AI threat. – The Hill
The AI election is here. Regulators can’t decide whose problem it is. - Washington Post
Generative AI poses Threat to election security, intelligence agencies warn – CBS News
The Low-Paid Humans Behind AI’s Smarts Ask Biden to Free Them From ‘Modern Day Slavery’ – Wired
UN adopts first resolution on artificial intelligence – Associated Press
Few AI deepfakes identified in EU elections, Microsoft president says – Reuters
The danger of deepfakes is not what you think – Financial Times
J.D. Vance’s A.I. Agenda: Reduce Regulation – New York Times
Over 80% of China’s businesses already use generative AI - Fortune
Trump Promotes A.I. Images to Falsely Suggest Taylor Swift Endorsed Him - New York Times
The dos and don’ts of campaigning with AI – Washington Post
Nervous about falling behind the GOP, Democrats are wrestling with how to use AI — Associated Press
Deepfakes of Bollywood stars spark worries of AI meddling in India election – Reuters
AI sharpens political targeting in US presidential race – Voice of America
An A.I. Researcher Takes On Election Deepfakes – New York Times
What is propaganda? What's a deep fake? And can they influence elections? – Tennessean
In Arizona, election workers trained with deepfakes to prepare for 2024 - Washington Post
Political operative and firms behind Biden AI robocall sued for thousands - The Guardian
‘Inflection point’: AI meme wars hit India election, test social platforms – Al Jazeera
Election disinformation takes a big leap with AI being used to deceive worldwide – Associated Press
With elections looming worldwide, here’s how to identify and investigate AI audio deepfakes – Harvard’s Nieman Lab
Underdog Who Beat Biden in American Samoa Used AI in Election Campaign – Wall Street Journal
AI call quiz: see if you can spot the sham audio of Trump and Biden – The Guardian
Fake images made to show Trump with Black supporters highlight concerns around AI and elections – Associated Press
How AI-generated disinformation might impact this year’s elections and how journalists should report on it – Reuters Institute
San Francisco Chronicle AI will shake up democracy — for better or worse – SF Chronicle
FBI warns that foreign adversaries could use AI to spread disinformation about US elections - Washington Post
AI Threatens Elections by Capitalizing on Human Foibles, Officials Warn – Wall Street Journal
Demand for computer chips fuelled by AI could reshape global politics and security – The Conversation
Trump supporters target black voters with faked AI images – BBC
Belarusian opposition endorses AI candidate in parliamentary elections - Semafor
Tech firms sign ‘reasonable precautions’ to stop AI-generated election chaos – The Guardians
OpenAI suspends maker of a ChatGPT-based bot mimicking Democratic presidential nominee Dean Phillips – Axios
Imran Khan’s ‘Victory Speech’ From Jail Shows A.I.’s Peril and Promise – New York Times
Parents of gun violence victims use AI to bring kids’ voices to Capitol Hill - Washington Post
New Era of AI Deepfakes Complicates 2024 Elections – Wall Street Journal
Tech companies sign accord to combat AI-generated election trickery – Courthouse News
AI concerns grow as billions of people worldwide prepare to vote this year – NPR
Technology group hopes to help Democrats win with AI-generated ads and emails – NBC News
Chatbots are generating false and misleading information about U.S. elections – Fast Company
The AI Culture Wars Are Just Getting Started – Wired
Politicians, lobbyists are banned from using ChatGPT for official campaign business - NPR
FEC to weigh AI limits for political ads by ‘early summer,’ chair says - The Washington Post
AI-powered disinformation is spreading — is Canada ready for the political impact? - CBC
China Is Stealing AI Secrets to Turbocharge Spying, U.S. Says – Wall Street Journal
Google’s plan to quash AI-generated election misinformation – Semafor
Europe reaches a deal on the world's first comprehensive AI rules – Associated Press
Brazilian city enacts an ordinance that was secretly written by ChatGPT – Associated Press
An Iowa school district is using ChatGPT to decide which books to ban – The Verge
AI pioneer Yoshua Bengio tells Congress global AI rules are needed - The Washington Post
European Central Bank Is Experimenting With a New Tool: A.I. – New York Times
How generative AI will impact elections around the world - Axios
Microsoft Debates What to Do With A.I. Lab in China – New York Times
The Davos elite embraced AI in 2023. Now they fear it. - The Washington Post
Four things to know about China’s new AI rules in 2024 – MIT Tech Review
The AI Factor In Political Campaigns: Revolutionizing Modern Politics - Forbes
Silicon Valley insiders are trying to unseat Biden with help from AI - The Washington Post
Inside U.S. Efforts to Untangle an A.I. Giant’s Ties to China – New York Times
The who's who of the tech world will gather on Capitol Hill to focus on AI – NPR
ChatGPT leans liberal, research shows – Washington Post
Will the federal government regulate A.I.? History suggests it could take a while. – New York Times
Who Is Going to Regulate AI? – Harvard Business Review
Google to require disclosure for AI in election ads - Axios
AI Chatbots Are Invading Your Local Government—and Making Everyone Nervous – Wired
On AI: What Should We Regulate? – Battlelle Media
Argentina’s AI election heralds a new future for politics – Semafor
Here’s what it might look like if A.I. is deployed to sway elections—And what we can do to stop it - Fortune
A tsunami of AI misinformation will shape next year’s knife-edge elections – The Guardian
The AI rules that US policymakers are considering, explained – Vox
A Campaign Aide Didn’t Write That Email. A.I. Did. – New York Time
D.C. aides learn about AI at Stanford boot camp - Washington Post
AI’s Rapid Growth Threatens to Flood 2024 Campaigns With Fake Videos – Wall Street Journal
New Zealand’s National party admits using AI-generated people in attack ads – The Guardian
3 Guidelines for Crafting a Strong Federal AI Policy – FedTech
How AI is already changing the 2024 election - Axios
ChatGPT’s creators can’t figure out why it won’t talk about Trump – Semafor
The right’s new culture-war target: ‘Woke AI’ – Washington Post
Military & AI
Why the Pentagon wants to build thousands of easily replaceable, AI-enabled drones – Vox
The U.S. Military’s Investments Into Artificial Intelligence Are Skyrocketing - TIME
U.S. military pits AI against human pilots in first ever dogfight test – Semafor
What War by A.I. Actually Looks Like – New York Times
Google will provide AI to the military for disaster response – Washington Post
How Ukraine is using AI to fight Russia – Economist
Artificial Intelligence Changing Way Military Health System Delivers Health Care – Dvidshub
Israel offers a glimpse into the terrifying world of military AI - Washington Post
OpenAI drops ban on military tools to partner with the Pentagon – Semafor
Tech Companies Turned Ukraine Into an AI War Lab - TIME
AI models consistently favor using nuclear weapons in war games – Wired
Pentagon explores military uses of large language models - Washington Post
Scale AI to set the Pentagon’s path for testing and evaluating large language models - Defense Scoop
Ukraine's attacks on Russian oil refineries shows the growing threat AI drones pose to energy markets – NBC Connecticut
Some tech leaders fear AI. ScaleAI is selling it to the military. - Washington Post
Israel is using an AI system to find targets in Gaza. Experts say it's just the start - NPR
Pentagon's AI initiatives accelerate hard decisions on lethal autonomous weapons – Niagara Gazette
A.I. Killer Drones Are Becoming Reality. Nations Disagree on Limits - New York Times
Scale AI wants to be America’s AI arms dealer to compete with China - Washington Post
NGA is looking closer at how large language models and data labeling can further the progress of artificial intelligence across the military – Breaking Defense
Military AI’s Next Frontier: Your Work Computer - Wired
A.I. Brings the Robot Wingman to Aerial Combat - New York Times
CIA Builds Its Own Artificial Intelligence Tool in Rivalry With China - Bloomberg
Let’s Talk About AI on the Battlefield - Washington Post
Air Force Secretary: Military needs AI to augment human capabilities - Space News
U.S. not ready for era of robotic, AI world wars - Axios
The militarized AI risk that’s bigger than “killer robots” - Vox
Autonomous drones are rapidly changing combat—a new one aims to gain an edge with jet power and AI - Wired
Photography & AI
AI image generators need just 200 sample images to perfectly recreate an artist style — here's how - Inkl
Learn From My Worst AI Images and Fix These Biggest AI Fails - CNET
Is that AI? Or Does it Just Suck? – NY Mag
Best AI Image Generators of 2024 - CNET
The best AI image generators to try right now - ZDnet
Rice research could make weird AI images a thing of the past - Rice
This system can sort real pictures from AI fakes — why aren’t platforms using it? – The Verge
Getty Images Updated Generative AI Pushes Boundaries Of What’s Possible – Search Engine Journal
The deluge of bonkers AI art is literally surreal – Washington Post
Watermarking in Images Will Not Solve AI-Generated Content Abuse – Data Innovation
Create Better AI Images With These Expert Prompt Writing Tips - CNET
AI-generated images threaten science — here’s how researchers hope to spot them – Nature
AI nude photo investigation uncovers twice as many likely victims at Lancaster Country Day – WGAL
Homer students used AI to make fake nude photos of classmates, police say – Alaska Public
The incredible blandness of AI photography – The Verge
As A.I. Becomes Harder to Detect, Photography Is Having a Renaissance – New York Times
Google's AI-powered search feature for Photos now rolling out to more users - ZDnet
Photographer Disqualified From AI Image Contest After Winning With Real Photo - PetaPixel
ChatGPT Vision lets you submit images in your prompts: 7 wild ways people are using it - Mashable
AI comes for YouTube’s thumbnail industry -Rest of World
The best AI image generators to create AI art – Fast Company
‘Art’ificial Intelligence: AI Can Create Religious Images in Seconds. But Is It Really Sacred Art? – Denver Catholic
We tried AI headshot generators to see if you should use them – Washington Post
No, the Jesus ‘washed feet’ Super Bowl ad photos weren’t AI – Poynter
How journals are fighting back against a wave of questionable images – Nature
I tried Microsoft Copilot's new AI image-generating feature, and it solves a real problem – Zdnet
I Used AI Photos on My Dating Profile and...No One Even Noticed?? – Cosmo
No Photoshop skills? No prob. Use AI to edit your photos – Komando
Meta will start labeling AI-generated images on Instagram and Facebook – NPR
In novel case, U.S. charges man with making child sex abuse images with AI - – Washington Post
Google's AI Watermarks Will Identify Deepfakes – Dark Reading
Is It Real or Is It AI? For Photographers, It’s Nebulous - Bloomberg
The best AI photo editing software – Creative Bloq
Instagram is now labeling real photos as “made with AI” – DIY Photography
AI image generators tend to exaggerate stereotypes – Science News Explores
AI Tools Are Secretly Training on Real Images of Children – Wired
Google Can’t Catch All the AI Images. Can You? - Bloomberg
Artificial intelligence can find your location in photos, worrying privacy experts – NPR
Over 100 Photographers Unite Against AI at World Press Photo – Blind Magazine
Are AI faces ‘more human’ than real ones? See if you can tell the difference – New York Post
A New Way to Tell Deepfakes From Real Photos: Can It Work? – WSJ
Adobe Caught Selling AI-Generated Images of Israel-Palestine Violence – Futurism
Fake Nudes of Real Students Cause an Uproar at a New Jersey High School - WSJ
Shutterstock, Adobe Stock are mixing AI-created images with real ones - Washington Post
OpenAI debates when to release its AI-generated image detector – Tech Crunch
A surge in fake AI-generated photos is eroding public trust in information online, charity warns - Daily Mail
Meta Is Scraping Photos From Facebook And Instagram To Create AI Images - Forbes
AI fake nudes are booming. It’s ruining real teens’ lives. – Washington Post
More online sellers are using AI-generated images, so what you buy may look different – NPR
Higher Ed: The Impact of AI on Admin & Faculty
College Writing Centers Worry AI Could Replace Them - EdSurge
Publication Ethics in the Era of Artificial Intelligence – Journal of Korean Medical Science
The AI Hiring Spree Colleges face stiff competition as they race to build faculties with expertise. – Chronicle of Higher Ed
Los Angeles Unified launches Ed, the nation’s first AI ‘personal assistant’ for students – Ed Source
Why We Should Normalize Open Disclosure of AI Use - Chronicle of Higher Ed
Abstracts Written by Medical Researchers vs Generated by Large Language Models – JAMA Network
AI Will Shake Up Higher Ed. Are Colleges Ready? - Chronicle of Higher Ed
Mary Meeker wants AI and higher education to be partners – Axios
MIT Guide to Responsible use of AI in Higher Education – MIT Sloan Management Review
This University Had an AI Robot as Commencement Speaker. Yes, It Was Weird. - Chronicle of Higher Ed
Thanks to AI, people may no longer feel the need to learn a second language. – The Atlantic
OpenAI announces first partnership with a university – CNBC
How AI Has Begun Changing University Roles, Responsibilities – Inside Higher Ed
Drexel University AI policies – Drexel
A.I. Program Aims to Break Barriers for Female Students – New York Times
How Higher Ed Can Adapt to the Challenges of AI - Chronicle of Higher Ed
Attainment with AI: A Compendium of Practical Applications for Generative AI in Higher Ed – Complete College America
Why Educators Should Lean in to AI to Better Support Students - EdSurge News
The sheer growth in computing power behind generative AI raises the question of whether this technology could be the turning point – Chronicle of Higher Ed
Why I chose OpenAI over academia: reflections on the CS academic and industry job markets – Rown Zellers
Teaching Philosophy in a World with ChatGPT – Daily Nous
ChatGPT could eventually cause powers-that-be to think that writing is less of a university-wide essential skill down the road - Chronicle of Higher Ed
Top Law School Welcomes The Use Of ChatGPT In Its Admissions Process – Above the Law
Ban or Embrace? Colleges Wrestle With A.I.-Generated Admissions Essays – New York Times
AI writing tools will not fix HE's language discrimination – Times Higher Education
Using artificial intelligence to assess personal qualities in college admissions – Science
What about us humble professors? Those of us with tenure have nothing to worry about. Taxpayers and donors will keep funding us no matter how useless we become. If you don’t have tenure, students will keep coming and your job will go on — unless you’re at a mediocre private college with a small endowment. Chronicle of Higher Ed
Colleges need to learn how to rely on technology. While much of the discussion has focused on what generative AI means for teaching, learning, and research, its immediate impact will likely be felt on functions outside of the academic core. Chronicle of Higher Ed
Most colleges accept most students who apply using a selection process that is routine and predictable. AI could be trained to make decisions about who gets accepted — or at least make the first cut of applicants. Yes, colleges will still need humans for recruiting, but even there, AI is increasingly capable of finding and marketing to prospective students. Chronicle of Higher Ed
Colleges have already started to deploy AI-powered chatbots to answer students’ everyday questions and help them show up for classes. Saint Louis University, for instance, added smart devices to dorm rooms that have been programmed to answer more than 600 questions from “What time does the library close tonight?” to “Where is the registrar’s office?” The next iteration of these chatbots is to personalize them to answer questions that are specific to a student (“When is my history exam?”) and bring them into the classroom. Chronicle of Higher Ed
AI can be used to tackle administrative functions from financial aid to the registrar’s office. At Arizona State University, AI is rewriting course descriptions to make them more informative for prospective students and improve search performance on the web. Chronicle of Higher Ed
Officials at companies that provide AI services to higher education tell me that colleges are sometimes reluctant to buy the products because they don’t want them to be seen as replacing people. But until campuses use AI in that way — to take over for people in jobs that involve processing information or doing repeatable tasks — then we won’t reverse or slow down the upward-cost trajectory of higher education, where most tuition dollars are now spent on functions outside of the classroom. Chronicle of Higher Ed
Rolling out AI software that can map prior admissions decisions, assess the performance of current students with similar profiles, and make preliminary recommendations will allow admissions officers to spend far less time reading essays and combing through student activities. Chronicle of Higher Ed
Vanderbilt University's Peabody School has apologized to students for using artificial intelligence to write an email about a mass shooting at another university, saying the distribution of the note did not follow the school's usual processes. CNN
That the same entrepreneurs marketing text generators for writing papers market the same systems for grading papers suggests a bizarre software-to-software relay, with hardly a human in the loop. Who would benefit from such “education”? Public Books
The AI-in-education market is expected to grow from approximately $2 billion in 2022 to more than $25 billion in 2030, with North America accounting for the largest share. Inside Higher Ed
What if we rearranged our universities around departments of critical thinking rather than departments of chemistry? Create a school of applied ethics rather than a school of business? We can create certificates for innovation and creative thinking that challenge our students to think like humans, not computers. We also need to ensure part of higher education is the development of human relationships. Businesses have been clamoring for this for years, but higher education still treats soft skills as a condiment, not the main course. Inside Higher Ed
If those in charge of the institutions of learning — the ones who are supposed to set an example and lay out the rules — can’t bring themselves to even talk about a major issue, let alone establish clear and reasonable guidelines for those facing it, how can students be expected to know what to do? Chronicle of Higher Ed
Institutions will need to have their needs and priorities clear … before buying marking machines or teaching robots or any other such thing. EdSurge
For science and the process of grant writing to be improved, two things have to happen: first, the pointless sections (those that might as well have been written by a computer, and could just as easily be answered by one) need to be removed; and second, the sections that remain need to be changed in scope, to be shorter and action-centred. Nature
Are we going to fill the time saved by AI with other low-value tasks, or will it free us to be more disruptive in our thinking and doing? I have some unrealistically high hopes of what AI can deliver. I want low-engagement tasks to take up less of my working day, allowing me to do more of what I need to do to thrive (thinking, writing, discussing science with colleagues). And then, because I won’t have a Sisyphean to-do list, I’ll be able to go home earlier — because I’ll have got more of the thinking, writing and discussing done during working hours, rather than having to fit them around the edges. Nature
Writing & AI
From bench to bot: Does AI really make you a more efficient writer? - The Transmitter: Neuroscience News and Perspectives
Did an AI write up your arrest? Hard to know – Politico
AI Editing: Are We There Yet? - Science Editor
How do I cite generative AI in MLA style? - Modern Language Association
I tested 7 AI content detectors - they're getting dramatically better at identifying plagiarism – Zdnet
OpenAI says it’s taking a ‘deliberate approach’ to releasing tools that can detect writing from ChatGPT - Tech Crunch
AI is complicating plagiarism. How should scientists respond? – Nature
The telltale words that could identify generative AI text - Arstechnica
Research shows that AI-generated slop overuses specific words – Futurism
AI took their jobs. Now they get paid to make it sound human – BBC
AI and the Death of Student Writing – Chronicle of Higher Ed
How AI Reshapes Vocabulary: Unveiling the Most Used Terms Related to the Technology – Every Pixel
How to tell if something is written by ChatGPT – Read Write
Coursera Launches AI Plagiarism Detector – Inside Higher Ed
I Tested Three AI Essay-writing Tools, and Here’s What I Found – Life Hacker
New study on AI-assisted creativity reveals an interesting social dilemma – Psypost
How to cite ChatGPT in APA Style – American Psychological Association
Is ChatGPT a Reliable Ghostwriter? - The Journal of Nuclear Medicine
AI Is Coming for Amateur Novelists. That’s Fine. - The Atlantic
National Novel Writing Month faces backlash over allowing AI: What to know – Washington Post
How Do You Change a Chatbot’s Mind?, I discovered a new world of A.I. manipulation. – New York Times
If journalism is going up in smoke, I might as well get high off the fumes: confessions of a chatbot helper – The Guardian
College Writing Centers Worry AI Could Replace Them – EdSurge
No laughing matter - how AI is helping comedians write jokes – BBC
What Teachers Told Me About A.I. in School - New York Times
How to Train ChatGPT to Write Like You - MakeUseOf
Can AI Really Improve Your Writing? - Medium
My A.I. Writing Robot – The New Yorker
Google Adds New Generative AI Elements to Chrome, Including Writing Assistant - Social Media Today
The best AI copywriting tools currently available – Android Authority
How to Use ChatGPT to Write Better Social Media Posts - MakeUseOf
Some authors are using A.I. as a writing and editing assistant that can help them brainstorm, organize material, develop characters or create an outline - New York Times
Why Novelists Should Embrace Artificial Intelligence - 3 Quarks Daily
7 AI Tools That Help You Write Emails - MakeUseOf
How To Train ChatGPT To Write In Your Brand’s Tone of Voice [Infographic] – Social Media Today
Google’s Arts & Culture app lets you generate a poem based on a piece of artwork – The Verge
Google Search now has an AI-powered grammar checker – Engaget
What Students Are Saying About Learning to Write in the Age of A.I. – New York Times
13 Ways Writers Should Embrace Generative AI – Forbes
How Does AI Writing Impact Your SEO? Here's What You Need to Know. - Entrepreneur.
Google Debuting Chrome Feature Where AI Writes Your Posts for You – Futurism
Even with so many AI programs present, being a good writer still matters – Inklings News
AI Writing is Not the Answer – Pitt News
What Humans Lose When AI Writes for Us – Scientific American
Students’ Right to Write – Inside Higher Ed