Failure
/I have not failed. I've just found 10,000 ways that won't work. -Thomas Edison
ideas that challenge / comfort / inspire
23 Recent Articles about the Business of Running an AI Company
/ChatGPT users have generated over 700M images since last week, OpenAI says - TechCrunch
Are LLM firewalls the future of AI security? – Computer Weekly
Google Gemini is shaking up its AI leadership ranks – Semafor
More pre-training data may not always lead to better large language models - VentureBeat
A Big Coal Plant Was Just Imploded to Make Way for an AI Data Center – Wall Street Journal
Open source devs are fighting AI crawlers with cleverness and vengeance – TechCrunch
The AI Data-Center Boom Is Coming to America’s Heartland - Wall Street Journal
We were promised “Star Trek,” so why did we settle for these lousy chatbots? – BigThink
Nvidia CEO Says AI Computing Needs to Surge 100-Fold - Wall Street Journal
The Quest for A.I. ‘Scientific Superintelligence’ – New York Times
Elon Musk’s AI company, xAI, acquires a generative AI video startup – TechCrunch
OpenAI urges U.S. to allow AI models to train on copyrighted material – NBC
Delays cast a cloud over Apple Intelligence - Axios
The tiny chips behind Amazon’s big AI investment – Semafor
China tells its AI leaders to avoid US travel over security concerns, WSJ reports – Reuters
ChatGPT firm reveals AI model that is ‘good at creative writing’ – The Guardian
Google looks to give AI its arms and legs - Axios
New Chinese AI agent draws DeepSeek comparison - Axios
A.I. Is Changing How Silicon Valley Builds Start-Ups - New York Times
What the Dot-Com Bust Can Tell Us About Today’s AI Boom - Wall Street Journal
GenAI synthetic data create ethical challenges for scientists – PNAS
Turing Award Goes to 2 Pioneers of Artificial Intelligence – New York Times
Just how badly OpenAI and Perplexity are screwing over publishers - Forbes
The Designer as Conductor
/The emergence and impact of AI isn’t about replacing designers. It’s about repositioning them. The future designer won’t be the one who can code every micro-animation by hand. They’ll be the one who can see the big picture, communicate it crisply, and orchestrate a system toward that vision. They’ll be less like a craftsman and more like a director or editor. -Francesco Bertelli
18 Articles about How AI is Affecting Jobs
/5 tips for using AI at work – Axios
AI could affect 40% of jobs and widen inequality between nations, UN warns - CNBC
How to Tell If Your Job Candidate Is an AI Deepfake - INC
How the AI Talent Race Is Reshaping the Tech Job Market – Wall Street Journal
What Students Are Saying About A.I. and the Future of Work – New York Times
AI Job Hotspots - Axios
The New Leverage: AI and the Power of Small Teams – Jarango
How 7 ai-powered creative tools are democratizing the work of design and marketing – Ad Age
A Disney Worker Downloaded an AI Tool. It Led to a Hack That Ruined His Life - Wall Street Journal
American workers are skeptical AI will help them on the job – Washington Post
How many jobs will AI eliminate? Nobody really knows, and here’s why – Fortune
The AI Data-Center Boom Is a Job-Creation Bust - Wall Street Journal
11 Jobs AI Could Replace In 2025—And 15+ Jobs That Are Safe – Forbes
‘Gradually then suddenly’: Is AI job displacement following this pattern? – Venture Beat
Jobs you thought were AI-proof probably aren't – Business Insider
I’m starting to think AI can do my job after all – Boston Globe
AI agents are here. How afraid should workers be of losing their jobs? – Fortune
Job hunting and hiring in the age of AI: Where did all the humans go? - Washington Post
Hearing & Listening
/Hearing captures the words a person speaks; listening captures the meaning and the feeling beneath those words.
Is AI eroding our critical thinking?
/As AI has grown more commonplace in everyday life, psychologists theorize that it reduces users’ engagement in deep, reflective thinking, causing their critical thinking skills to atrophy over time. If individuals use the cognitive resources freed up by AI for innovative tasks, the promise holds. However, studies suggest that many users channel these resources into passive consumption, driven by AI-enhanced content curation. This trend aligns with findings on digital dependence, where the convenience of AI fosters a feedback loop that prioritizes entertainment over critical engagement. While it enhances efficiency and convenience, it inadvertently fosters dependence, which can compromise critical thinking skills over time. -Ross Pomeroy writing in BigThink
Going in Circles
/When people get lost, they really do tend to walk in circles. German researchers discovered that volunteers who could not see the sun or moon often walked for hours in circles, sometimes in circles as small as 20 yards across. Some participants didn’t believe the researchers until they were shown proof.
What makes the difference are external signposts. Landmarks like the sun or moon completely changed the result.
One of the researchers offers this advice: “Don’t trust your senses. You might think you are walking in a straight line when you’re not.”
Isn’t that how life is? We know people who trust their senses and have no external guideposts to keep their lives on track. They believe they are marching forward, but all the while, they are going nowhere. They repeat the same mistakes. The people who get somewhere in life carefully choose their landmarks and trust these life-anchors.
Stephen Goforth
15 Articles about AI’s impact on College Faculty & Administrators
/Introducing Claude for Education - Anthropic
Netflix Co-Founder Donates $50M to Launch AI and Humany Initiative at Bowdoin College – Hollywood Reporter
Business schools ease their resistance to AI – Financial Times
Schools use AI to monitor kids, hoping to prevent violence. Our investigation found security risks – Orange County Register
AI Surveillance Is Being Installed In Schools To Keep Kids Safe. But That’s Not All It’s Doing - MIC
Yale Suspends Scholar After A.I.-Powered News Site Accuses Her of Terrorist Link – New York Times
OpenAI Announces 'NextGenAI' Higher-Ed Consortium - GovTech
AI is changing college for good. Higher ed leaders have these concerns, NC survey says – Charlotte Observer
Community Colleges Join Forces to Expand Access to AI Training – Inside Higher Ed
College Leaders Are Divided on the Risks and Benefits of Generative AI – Chronicle of Higher Ed
UNC uses AI in admissions review process, documents show how – Daily Tar Heel
6 Policy Recommendations for School Administrators – Campus Technology
Unpacking the Role of AI in Physical Security – EdTech Magazine
Trump Administration Wants ‘AI Dominance’ But Lays Siege to Key Grant Agency - Chronicle of Higher Ed
AI influence on higher ed is growing, new survey shows - EdScoop
AI & Academic Research
/Although today’s AI products are cast in the role of assistants, AI might eventually come to dominate the peer-review process, with the human reviewer’s role reduced or cut out altogether. Some enthusiasts see the automation of peer review as an inevitability — but many researchers, as well as journal publishers, view it as a disaster. -Nature
Nothing great
/Nothing great was ever achieved without enthusiasm. -Ralph Waldo Emerson
No one is completely immune
/Psychological research shows that misinformation is cleverly designed to bypass careful analytical reasoning, meaning that it can easily slip under the radar of even the most intelligent and educated people. No one is completely immune. Indeed, there is now evidence that smarter people may sometimes be even more vulnerable to certain ideas, since their greater brainpower simply allows them to rationalise their (incorrect) beliefs.
David Robson writing in The Guardian
13 Articles about AI & Data Science from March 2025
/Using LLMs to write code is difficult and unintuitive – Simon Willison
Tiny satellite sets new record for secure quantum communication – Nature
The Impact of GenAI and Its Implications for Data Scientists – Toward Data Science
This Space Spy Agency’s AI Shift May Hint at Your Company’s Future Facing - INC
The Geospatial Analytics Industry is expected to”grow significantly” - Global News Wire
Advancements in remote sensing & data analysis using AI have transformed archaeology, improving the efficiency and effectiveness of excavations. – Jerusalem Post
Getting Started with Kaggle Kernels for Machine Learning – MarkTechPost
AI Definitions: Synthetic Data
What Data Scientists Need to Know About AI Agents and Autonomous Systems – KD Nuggets
AI Definitions: Symbolic Artificial Intelligence
Scientists claim a major advance in geospatial modelling, which they say significantly reduces power demand while retaining accuracy - University of Glasgow
The next wave of geospatial innovation may not be about small, incremental changes, but about rethinking workflows entirely – GeoWeek News
6 Webinars this Week about AI, Journalism & Media
/Tue, April 1 - Website & Email Marketing
What: We guide you through the essentials of website and email marketing – the most direct online sales tools. Learn how to build an effective website that converts visitors into customers and create compelling email campaigns that drive engagement. Whether you’re just starting or looking to enhance your strategy, take your online presence to the next level.
When: 12 pm, Eastern
Where: Zoom
Cost: Free
Sponsor: Small Business Development Center, Temple University
Tue, April 1 - Introduction to solutions journalism
What: This webinar will explore the basic principles and pillars of solutions journalism, talk about why it’s important, explain key steps in reporting a solutions story, and share tips and resources for journalists interested in investigating how people are responding to social problems.
Who: Michael Davis, SJN's training & curriculum manager.
When: 6 pm, Eastern
Where: Zoom
Cost: Free
Sponsor: Solutions Journalism
Wed, April 2 - Hitting the Mark
What: This webinar will help you target your message to distinct audiences, protect your brand’s reputation, maintain public trust and navigate challenges effectively.
When: 10 am, Eastern
Where: Zoom
Cost: Free
Sponsor: C2 Strategic and Indiana GAL CASA
Wed, April 2 - Beyond the Basics of Science Reporting
What: This webinar is designed for reporters covering science either occasionally or full-time. It teaches basic principles about recognizing science worth reporting on and doing it justice in your coverage.
Who: Freelance science reporter Elena Renken and Ph.D. neuroscientist Dr. Tori Espensen
When: 2 pm, Eastern
Where: Zoom
Cost: Free
Sponsor: Society of Environmental Journalists
Wed, April 2 - The Future Press: Testing AI in Journalism
What: This webinar will feature a presentation about an innovative project funded by the Dallas Morning News Innovation Endowment in which journalism students test the boundaries of AI in media production by utilizing tools such as ChatGPT, Bing AI, and Google Bard to generate content for a publication. The team maintains transparency throughout the process, openly discussing the use of AI and the editing required to refine AI-generated content for publication.
Who: Gracie Warhurst, UT alum and journalist Ryan Serpico; Hearst DevHub Angelica Ruzanova; UT student Jonathan Hopper; UT student Ashlyn Poole, UT student.
When: 4 pm, Eastern
Where: Zoom
Cost: Free
Sponsor: Online News Association
Wed, April 2 - “And Now, a Word From Our Sponsor”: The Early Days of TV Advertising
What: How advertising evolved during television’s first two decades and the important role it played in convincing viewers that the key to happiness was to buy their way into the American dream.
Who: Media historian Brian Rose
When: 6:30 pm
Where: Zoom
Cost: $25
Sponsor: The Smithsonian
Thu, April 3 - The Ethics of Nonprofit News: What Board Members and Donors Need to Know
What: Issues will include conflicts of interest and understanding the boundaries between the news and fundraising sides of a community journalism organization.
Who: Josh Stearns, managing director of programs at the Democracy Fund; Kara Meyberg Guzman, CEO and co-founder of Santa Clara Local, a nonprofit startup; Joe Kriesberg, publisher of CommonWealth Beacon.
When: 7 pm, Eastern
Where: Zoom
Cost: Free
Sponsor: The What Works project on the future of local news, part of Northeastern University’s School of Journalism
Why Humans are Better Storytellers Than AI
/Literary agent Jamie Carr of the Book Group describes great storytelling as something that makes “connections between things and ideas that are totally nonsensical — which is something only humans can do.” Can ChatGPT bring together disparate parts of your life and use a summer job to illuminate a fraught friendship? Can it link a favorite song to an identity crisis? So far, nope. Crucially, ChatGPT can’t do one major thing that all my clients can: have a random thought. “I’m not sure why I’m telling you this” is something I love to hear from students, because it means I’m about to go on a wild ride that only the teenage brain can offer. It’s frequently in these tangents about collecting cologne or not paying it forward at the Starbucks drive-thru that we discover the key to the essay. I often describe my main task as helping students turn over stones they didn’t know existed, or stones they assumed were off-limits. ChatGPT can’t tap into the unpredictable because it can only turn over the precise stones you tell it to — and if you’re issuing these orders, chances are you already know what’s under the stone.
Sanibel Chai writing in New York Magazine
Do I have Value?
/To say a person has worth or value formulates only half a sentence. It begs two questions and raises a third: Worth what? To whom? Who says? These questions reveal a search for a source, a valuer, an authority behind the action of attaching worth. This quest implies our awareness of a person larger than us, who initiates relationships with us. Our parents stood as the original superhumans in whose eyes we wanted much worth. Now as adults, when we feel worthless, we ache with the dangling half-question. Do I have any value? We used to seek evidence from Mom and Dad of our importance to them. Though we no longer look to them as our source, we have not yet identified a new one. We spin our wheels with the unanswered questions of our half-sentences. We wistfully yearn for some authority to come along and fill those gaps that our parents left.
Dennis Gibson, The Strong-Willed Adult
20 Articles about the Limitations of AI
/"Humans in the loop" make AI work, for now - Axios
We were promised “Star Trek,” so why did we settle for these lousy chatbots? – Big Think
Having AI Mock Up An Old Game Is Not The Same As Preserving It – Tech Dirt
"Humans in the loop" make AI work, for now - Axios
AI is ‘beating’ humans at empathy and creativity. But these games are rigged – The Guardian
The truth about DOGE’s AI plans: The tech can’t do that – Washington Post
The Cultural Backlash Against Generative AI – Toward Data Science
Why Do AI Chatbots Have Such a Hard Time Admitting ‘I Don’t Know’? – Wall Street Journal
China has more trust in AI than the United States – Axios
AI can solve math olympiad problems but flunks tic-tac-toe – Stat Modeling
The Words That Stop ChatGPT in Its Tracks Why won’t the bot say my name? – The Atlantic
7 ways gen AI can create more work than it saves – CIO
AI’s Trust Problem – MIT Tech Review
I'm the CEO of an AI company, and this is the BS behind AI – Fast Company
Despite its impressive output, generative AI doesn’t have a coherent understanding of the world – MIT
The Death of Search AI is transforming how billions navigate the web. A lot will be lost in the process. – The Atlantic
ChatGPT outperforms undergrads in intro-level courses, falls short later – ArsTechnica
AI polling company defends wrong predictions on the US election – Semafor
Detroit police falsely arrested woman after faulty facial recognition hit: lawsuit - Detroit News
AI Definitions: The Turing test
/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.
More AI definitions here.
Doing Nothing
/I strongly suspect that doing nothing, if we can do it well, makes us happier too. -Arthur C. Brooks writing in The Atlantic
15 Articles about AI & the Bigger Questions
/Is AI eroding our critical thinking? – Big Think
A neuroscientist makes the case that AI can think – Washington Post
AI Military AI is here. Some experts are worried – Fast Company
Your A.I. Lover Will Change You - The New Yorker
We’re Already at Risk of Ceding Our Humanity to AI - LitHub
The Cultural Backlash Against Generative AI – Toward Data Science
When A.I. Passes This Test, Look Out – New York Times
What Would a Stoic Do? An AI-Based Decision-Making Model - Toward Data Science
Logging off life but living on: How AI is redefining death, memory and immortality – The Conversation
Nvidia unveils $3,000 desktop AI computer for home researchers – Arstechnica
This AI Pioneer Thinks AI Is Dumber Than a Cat – Wall Street Journal
The AI Boom Has an Expiration Date – The Atlantic
Does Your Teen Recognize A.I.? Do You? - New York Times
Will ChatGPT Get Tenure? - Leiden Madtrics
The AI Stigma
/“Some researchers have performed deception studies where the participants were falsely informed that something came from AI (when it was in fact human-made) or that something came from a human (when it was in fact AI-made). Flipping the claimed source from human to AI often caused study participants to give worse ratings to the deliverable.” -Jakob Nielsen