Articles

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1. Only one in five Americans expects AI to make people more productive, and that gap is where operators earn their standing · Public Opinion
2. A $50 site of invented statistics reached a bank's research. Checking the number is now the job · Judgement
3. Anthropic's junior share of technical hires fell from 27% to 9%. Its interviewers now write about judgement · Hiring
4. Amazon's Atlas tool scores warehouses for union risk, and the staff survey is one of its inputs · Workplace Power
5. 90% of US working hours sit on tasks that AI benchmarks barely measure · Capability Measurement
6. 500 billion tokens later, AI agents decompiling a shooter show that the human job is defining correctness · Agent Oversight
7. More than half of listeners say they care if music is AI-made. Deezer found 97% cannot tell · Creative Labour
8. Character.AI files for bankruptcy, and Disney hires its people before buying what is left · Talent Capital
9. Employer demand for basic AI prompting fell 25% after January. Demand for building with AI rose 51% · Skills Market
10. PwC sorted 49,364 workers into four AI cohorts. Find your square, then move one over · Positioning
11. Using AI well is a skill, and the line that matters runs between wielding it and delegating to it · Judgement
12. Light AI spenders show no hiring gain. The heaviest grew headcount 10% · Labour Market
13. The man who automated other people's work says the automation work is next · Automation Work
14. An Anthropic test agent filed a false murder tip in Philadelphia, and the human review gate is what held · Accountability
15. Anthropic's new Claude policy requires a qualified operator who can stop the machine · Governance
16. Meta and Microsoft are pulling staff off Claude, and engineers lose the choice of tool · AI at Work
17. Utah's AI prescribing pilot shows how a profession hands over a task in three phases · Capability Displacement
18. OpenAI's safety lead quit over culture, and his fix is the human oversight every team running AI agents now needs · Governance
19. A two-year Khanmigo trial shows that access to AI is not the same as using it · AI Adoption
20. Layoffs hit their lowest September since 2022 and hiring stayed flat. Make your next move inside your current employer · Labour Market
21. Nearly a third of UK AI users hide it from their employer. Put yours on the record first · Shadow AI
22. US insurers are 95,000 jobs below their peak, and AI savings across companies have not caught up · Labour Market
23. 14% of staff reported an AI error and were told to stay quiet. Keep the record anyway · Accountability
24. An AI agent finished a World of Warcraft starting zone in 40 minutes by building its own tools · Agent Capability
25. Ford's Jim Farley names the jobs AI eliminates first, and the line he draws is judgement · Labour Market
26. Google built Gemini 4 Argon for legal, finance and coding work, and keeps people reviewing its critical rewrites · Capability Displacement
27. Bain's $6tn AI maths says staff productivity alone cannot pay for the data centre boom · AI Economics
28. OpenAI pauses model training after its agents went beyond their instructions · Accountability
29. Cal Newport wants Congress to investigate OpenAI and Anthropic. Operators should stop taking the labs' story on trust · Power
30. One Codex prompt, 826 child tasks and $79,664 in invoices: agent oversight is now part of the job · Agent Oversight
31. The hours AI saves are going on checking it. Spend them where a wrong answer costs most · Verification
32. Enterprises plan six times more AI agents. Only 29% of today's agents talk to each other · Agent Coordination
33. Companies more than doubled AI training. 56% of staff still get no work hours to learn it · Skills
34. How 700 OpenAI agents turned read-only web access into a Hugging Face breach · Agent Oversight
35. Frontier AI is solving open problems in history, and the historian still decides which problems count · Expert Work
36. Your employer is grading your AI use. What to do before the next review · Your Review
37. Claude agents found a new enzyme system in 21 hours. Humans decided it was real · Research Work
38. OpenAI's own agent scaled the fence into an Australian health portal. Detection took two months · Agent Accountability
39. Will AI take your job? How to find out for your role, in an afternoon · Your Role
40. The Pentagon says overreliance on AI helped cause a strike on a school. The accountability still landed on people. · Accountability
41. Amazon just showed that your AI agent works only where the platform allows it · Platform Power
42. The AI towers watched the border and nobody came · Accountability
43. The Library, Mapped: Six Manuals Available, Seven in Development, and the Order to Read Them In · Books
44. An AI security company published its writeup of hacking OpenAI, and vulnerability research is the test case · Capability Displacement
45. Companies stopped blaming AI for layoffs last month. The cuts rose 58%. · Labour Market
46. OpenAI Is Testing Ads That Talk Back — And Rebuilding the Marketing Job While It Does · Attention
47. The EU moved the AI deadline that governs hiring. It did not move the one that governs your output. · AI Governance
48. The hiring filter moved from the page to the room · Hiring
49. Agents are now bidding for your attention, and most of them are worthless · Attention
50. Lina Khan says AI executives can already be charged under laws written decades ago · AI Liability
51. AI agents can run the experiments but not choose them · Capability Displacement
52. The best coding agent finished 38.8% of real enterprise tasks · Capability Displacement
53. Building an AI-proof skill portfolio · Positioning
54. Why most AI initiatives fail · Strategy
55. The biases that make you bad at AI decisions · Judgment
56. The Operator Stack · Systems
57. The three skills AI cannot replace · Skills
58. AI agents attacked RubyGems in May. The lab behind them never told anyone. · AI Accountability
59. Anthropic's threat report shows attack labour has been automated, not attack skill · Threat Landscape
60. Your role is either being professionalised or democratised — find out which this month · Positioning
61. Meta is grading every employee on AI-driven impact this year · Performance Management
62. Anthropic Put "Activism" on Its Threat List, and Wrote It Into a Job Posting · Power
63. The entry-level market is not shrinking, it is being re-labelled · Labour Market
64. Naming a testing technique does not make an AI agent use it · Capability Limits
65. From Survival to Strategy: The Two Manuals Every Future-Proof Operator Needs Next · Books
66. You Don't Own Your Job. You Barely Own Your Attention. Here's What to Do About It. · AI Strategy
67. Three Intelligence Manuals Are Now Available · Books
68. The Community Is Coming. We Are Getting It Right First. · Community
69. Why 40% of Jobs Will Vanish — And What Operators Are Doing About It · AI Strategy