Ideas that challenge / comfort / inspire
Stephen Goforth
"A new study published in Harvard Business Review found a striking paradox: AI can both reduce burnout and create it. When workers had to constantly supervise multiple AI systems or juggle several tools at once, mental strain increased sharply. By contrast, when workers used AI to actually offload repetitive tasks, their stress levels dropped." -CBS News
Anthropic is tracking which jobs are most exposed to AI. These 10 professions top the list. – CBS News
Is AI productivity prompting burnout? Study finds new pattern of "AI brain fry" – CBS News
Enhance or Eliminate? How AI Will Likely Change These Jobs – Harvard Business School
FAQs about how AI affects PR in 2026 - Muckrack
AI Isn’t Coming for Everyone’s Job – The Atlantic
Amazon Admits Extensive AI Use Is Wreaking Havoc on Its Core Business – Futurist
Generative AI changes how much time developers spend on coding and project management – MIT Management
Are AI productivity gains fueled by delivery pressure? - Ruslan Osipov
Tech Has Never Caused a Job Apocalypse. Don’t Bet on It Now. - Wall Street Journal
A.I. Isn’t Coming for Every White-Collar Job. At Least Not Yet. - New York Times
The hottest job in tech pays $775,000 and has nothing to do with coding – Business Insider
What AI Executives Tell Their Own Kids About the Jobs of the Future - Wall Street Journal
Why the AI jobs panic is misplaced - Washington Post
America isn’t ready for what AI will do to jobs – The Atlantic
How to Stay Sane in the AI Skills Race – Wall Street Journal
Building AI brains for blue-collar jobs – Axios
Job Applicants Sue to Open ‘Black Box’ of A.I. Hiring Decisions – New York Times
Trump team touts a coming economic revolution as voters fear job losses – Washington Post
How Americans are using AI at work, according to a new Gallup poll – Associated Press
Mass Hysteria. Thousands of Jobs Lost. Just How Bad Is It Going to Get? – New York Times
Arkansas attorney resigns after using AI to assist in case work – THV 11
I don't know if my job will still exist in ten years – Sean Geodecke
In a jobs apocalypse, look to ‘AI-proof’ skilled trades, career experts say – CNBC
AI isn't taking people's jobs. Here's what's really happening – Quartz
The economy is changing. Don’t forget who fears it most. – Washington Post
An AI Thought Experiment on Substack Is Sending the Stock Market Spiraling – Gizmodo
How Burger King's AI headsets are transforming employee interactions – Associated Press
Why Warren Buffett’s superpower is an Achilles heel for AI – Big Think
Here’s Where AI Is Tearing Through Corporate America - Wall Street Journal
How AI is shifting global supply chains from reactive to predictive – Supply Chain Management
JPMorgan eschews proxy advisers for internal AI tool – ESG Dive
Your AI strategy is your leadership philosophy – Fast Company
Instacart halts AI testing program that raised costs for some shoppers – Washington Post
‘Silent failure at scale’: The AI risk that can tip the business world into disorder – CNBC
A Billion-Dollar Question Hangs Over the New AI Search Marketing Industry – Wall Street Journal
New rule targets AI discrimination. Here’s what workers need to know. - Washington Post
AI Adoption Among Workers Is Slow and Uneven. Bosses Can Speed It Up.- Wall Street Journal
Are we in an AI bubble? Eight charts will help you decide. - Washington Post
Major music studios strike licensing deals with AI firms – Semafor
An MIT Student Awed Top Economists With His AI Study—Then It All Fell Apart. - Wall Street Journal
How to avoid becoming an 'AI-first' company with zero real AI usage – Venture Beat
Stop panicking about AI. Start preparing - The Economist
This economic idea transfixed Wall Street and Washington. It may be a mirage. - Washington Post
I tell my kids, play around, try things out. People need to know how to use an AI model, but not necessarily build it. Metacognitive skills will be very important—flexibility, adaptability, experimentation, thinking critically, being able to challenge things. Developing critical-thinking skills requires friction, doing things that are hard, doing deep thinking. For that, a traditional liberal-arts education is really important. Passing judgment, being accountable and responsible for decisions that impact people and society, that’s foundationally important. -Daniela Amodei, President and co-founder, Anthropic quoted in the Wall Street Journal
What Is Gen Z Supposed to Do When AI Takes Entry-Level Jobs? - New York Magazine
AI Won’t Replace You — But Your Predictability Will. Here’s How to Stay Irreplaceable. - Entrepreneur
The Boss Has a Message: Use AI or You’re Fired – Wall Street Journal
AI Broke Interviews – Yusuf Aytas
OpenAI looks to replace the drudgery of junior bankers’ workload - Bloomberg
Miran says impact of AI on labor ‘very difficult’ to predict - Semafor
Here’s what will really affect jobs in the age of AI – Washington Post
Recruiters Use A.I. to Scan Résumés. Applicants Are Trying to Trick It. – New York Times
AI-Generated “Workslop” Is Destroying Productivity – Harvard Business Review
Big Tech Told Kids to Code. The Jobs Didn’t Follow. (podcast) – New York Times
AI is taking on live translations. But jobs and meaning are getting lost. - Washington Post
Artists are losing work, wages, and hope as bosses and clients embrace AI – Blood in the Machine
AI is causing anxiety about the future of the workforce. But are there AI-proof jobs? – NPR
AI is supercharging Gen Z workers — if they can land a job - Washington Post
AI job anxiety: It's real, and coming at the worst time – Axios
A new sign that AI is competing with college grads – The Atlantic
5 ways job seekers can improve their AI literacy - Washington Post
The Computer-Science Bubble Is Bursting – The Atlantic
Bosses are seeking ‘AI literate’ job candidates. What does that mean? - Washington Post
Automation comes for tech jobs in the world capital of AI - Washington Post
Laid Off to Launch: A Toolkit for Journalists - News Revenue Hub
The Boss Has a Message: Use AI or You’re Fired – Wall Street Journal
Agentic brains and ‘digital gardeners’: How one CEO runs his AI office – Semafor
AI Is Co-Writing Financial Reports. Here’s Why That Matters. – Wall Street Journal
AI Is Teaching the Next Generation of M.B.A.s the Classic Case Study – Wall Street Journal
By one estimate, 80 percent of U.S. stock gains this year came from A.I. companies. – Financial Times
How Can Leaders Adapt to AI? – Wharton
Visa preps for AI holiday shoppers, agentic commerce - Axios
Deloitte to refund government, admits using AI in $440k report – Financial Review
Morgan Stanley warns the AI boom may be running out of steam - Quartz
There Are Two Economies: A.I. and Everything Else - New York Times
Why executives can’t afford to ignore Generative Engine Optimization (GEO) - MuckRack
Designing for humans: Why most enterprise adoptions of AI fail – Mark Greville
Making cash off ‘AI slop’: The surreal business of AI video - The Washington Post
Companies Are Pouring Billions Into A.I. It Has Yet to Pay Off. - New York Times
GM Raided Silicon Valley to Build Its New AI Team. Here’s What It’s Doing. – Wall Street Journal
An entrepreneurial revolution is coming across America - The Washington Post
Taco Bell Rethinks Future of Voice AI at the Drive-Through – Wall Street Journal
What's on the horizon for AI and public libraries? – Web Junction
AI’s Power Rush Lifts Smaller, Pricier Equipment Makers – Wall Street Journal
AI assessors – Someone in this role will evaluate models, keeping track of how they’ve improved, what they are best at doing, and how much they are hallucinating.
AI auditors – Someone who dig down into the A.I. to understand what it is doing and why and can then document it for technical, explanatory or liability purposes.
AI consistency coordinator – This job is about ensuring digital replicas remains consistent as changes are made.
AI consultants – This job involves helping businesses adopt and implement AI by offering a strategic roadmap, technical expertise, and project leadership. The AI consultant must facilitate communication between a company’s departments to marry technical knowledge with business needs. After deployment of AI, it is their job to help set up ways to monitor the outcomes. Besides possessing a robust AI education, the AI consultant will have to stay on top of trends and changes in the industry.
AI engineers – Unlike traditional IT roles, people in this position will fix the AI when it breaks, digging through the layers to determine what went awry, why it went wrong and how to repair it. Like a plumber, they’ll snake the pipes to clear out the system and figure out how to avoid the problem next time. This will be particularly important when it comes to models that have been highly customized to the organization.
AI ethicist – This role will involve building chains of defensible logic that can be used to support decisions made by AI (or by hybrid A.I.-and-human teams) to address both ethical and legal concerns.
AI integrators – These are experts who figure out how to best use AI in a company, then implement it. These jobs will be technical in nature, requiring a deep understanding AI while possession a knowledge of the company so that that AI can meet real business needs.
AI personality director – This person fine-tune the “personality” of the AI so that its style of interacting with employees and customers fits with the organization’s ethos. This can become an integral part of a company’s branding.
AI trainer – This is the job of helping the AI find and digest the best, most useful data and then teach the AI to respond in accurate and helpful ways.
AI translator (trust director) – People who understand AI well enough to explain its mechanics to others in the business, particularly to leaders and managers, so that they can make effective decisions. These workers will not only explain what the AI output means (especially when it is technical) but how trustworthy the information and conclusions are. This role may fall under that of compliance officer, helping organizations understand contracts and report written by AI.
Read more at The New York Times
Rather than have rookie employees compile reports or write memos — things the A.I. is good at — you might have them start, say, creating new ideas for products right away. Traditionally, this kind of work would be reserved for deeply experienced workers, but it won’t need to stay that way. By empowering young, inexperienced workers, A.I. can enable them to be more entrepreneurial, faster. And this means that a greater range of the organization — with a wider range of perspectives — can be hunting for new great ideas or new areas for growth rather than busying themselves with repetitive office tasks. -New York Times
If you can say you worked a job where you had to show resiliency and adaptability, those are things that employers are looking for. We are individuals with unique experiences, unique energy and unique resilience. That's what we're going to get hired for. – Aneesh Raman, chief economic opportunity officer at LinkedIn https://www.bbc.com/worklife/article/20250825-aneesh-raman-young-people-employment-opportunities-katty-kay-interview
"Using AI well will require knowing when to automate versus when to collaborate. This is not necessarily a binary choice, and the boundaries between human expertise and AI’s capabilities for expert judgment will continually evolve as AI’s capabilities advance. Although collaboration is not intrinsically better than automation, premature or excess automation—that is, automation that takes on entire jobs when it’s ready for only a subset of job tasks—is generally worse than collaboration." -David Autor and James Manyika writing in The Atlantic
A recent graduate triple-majored in computer science, math, and computational science and has completed the coursework for a computer-science Ph.D. He would prefer to work instead of finishing his degree, but he has found it almost impossible to secure a job. “We’re in an AI revolution, and I am a specialist in the kind of AI that we’re doing the revolution with, and I can’t find anything.” -The Atlantic
“We have started seeing employers saying things like, 'If you have that computer science degree, do you have a philosophy minor so you can help me think about the ethical implications of what I'm building?'” – Aneesh Raman, chief economic opportunity officer at LinkedIn
"Recent history grads have a lower unemployment rate (4.6 percent) than recent computer science grads (6.1 percent), according to the New York Federal Reserve Bank. History is one of the most popular college majors among congressional staff members, and historians find work in some surprising places, such as the National Security Agency and the American Girl doll company." -Washington Post
If you don’t take steps now to centralize AI strategy, you’ll be left with a patchwork of disconnected tools, uncontrolled costs, and compliance nightmares. The winners in this era won’t be the ones who adopt AI fast, they’ll be the ones who adopt it wisely. Shadow AI isn’t going away; it’s going to accelerate as AI becomes embedded. -Unite AI
AI is already taking jobs away from entry-level workers - Axios
Will historians really be replaced by AI? They remain skeptical. – Washington Post
21 Ways People Are Using A.I. at Work – New York Times
If You’re Trying to Get Into AI, This Is What You Need to Do – KD Nuggets
AI is already displacing these jobs - Axios
Meet your new office bestie: ChatGPT – Business Insider
Labor unions mobilize to challenge advance of algorithms in workplaces - Washington Post
AI Is Forcing the Return of the In-Person Job Interview - Wall Street Journal
These workers don’t fear artificial intelligence. They’re getting degrees in it. - Washington Post
The Bull Market for Economists Is Over. It’s an Ominous Sign for the Economy. - New York Times
AI Is Here, and a Quiet Havoc Has Begun – Wall Street Journal
The next jobs downturn could mean an AI-induced purge of millions of workers - Axios
Whose job is safe from AI? -Tim Harford
SEO Is Dead. Say Hello to GEO – New York Mag
Data Scientists on AI’s chopping block? Microsoft Research sounds a career alarm – Times of India
AI Skills Needed in Many Postgrad Careers—Not Just Tech – Inside Higher Ed
Painters, nursing assistants, and more: Microsoft’s top 10 most AI-safe careers – CNBC
AI is helping students be more independent, but the isolation could be career poison – The Markup
Before implementing AI solutions, define success upfront: “I insist on quantifiable metrics like time savings, quality improvements, or revenue increases. If we can’t measure it, we can’t prove it worked. This prevents scope creep and ensures we’re solving real problems, not just building cool technology. AI isn’t always the answer, but when it is, we know exactly why we’re using it and what success looks like.” -Claudia Ng in Toward Data Science
I take a problem-first approach rather than lead with AI solutions. Too many companies want to “do something with AI” without identifying what specific business problem they’re trying to solve, which usually leads to impressive demos that don’t move the needle. -Claudia Ng in Toward Data Science
“I just graduated with a computer science degree from Purdue, and the only company that has called me for an interview is Chipotle.” Since graduating in 2023, a CS major from Oregon State says he has applied for 5,762 tech jobs. His diligence has resulted in 13 job interviews but no full-time job offers.” -New York Times
The answer to the question, “How will AI affect my job?” might be better stated: “Does AI look like it is going to do the most highly skilled parts of my job or the low-skill parts?” If it’s the former, your pay and business value will fall. If it’s the latter where AI can do the mundane parts of your job for you, then you might get paid more (and it might get more fun).
Who gets cheap flights and hotel upgrades? AI will decide. - Washington Post
Is It Still Disney Magic if It’s AI? – Wall Street Journal
Anthropic’s Claude AI became a terrible business owner in experiment that got 'weird' - TechCrunch
AI Is Coming for the Consultants. Inside McKinsey, ‘This Is Existential.’ – Wall Street Journal
Managers let AI assess raises, promotions, even layoffs, survey finds - Axios
Call Center Workers Are Tired of Being Mistaken for AI - Bloomberg
Small businesses are using AI, but not spending much - Axios
‘It destroys the purpose of humanity’: Customers are saying no to AI - Washington Post
Consumers have less trust in offerings labeled as being powered by artificial intelligence – Wall Street Journal
Anthropic launches its first big disruption to the finance industry - Axios
How to Navigate an AI Bull Market – Wall Street Journal
The Three Layers of ROI for AI Agents – Henry Pray
How AI could create the first one-person unicorn – Economist
Ad Agencies’ Low Growth Will Drag On as They Adjust to Era of AI, Barclays Says – Wall Street Journal
Small business AI adoption jumps to 68% as owners plan significant workforce growth in 2025 – Fox Business
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