







Notes on the recent trend of “Hire and License Out” deals in AI Over the last year, a new breed of deal structure has emerged in AI: an alternative to acquisitions and hiring that shares traits of both yet isn’t quite either. Companies like Inflection, Character AI, Adept, Covariant and most recently Windsurf have used … Continue reading The HALO Effect →
Companies rushed in on AI. Now some are pulling back
Rapid AI adoption left workers cleaning up a flood of errors and low-quality work

AI Gender Pay Gap - Emerging Tech - I by IMD
As AI investment grows, unequal access to emerging tech skills is widening the AI gender pay gap. New research shows how organisations can reverse it.

Labor market impacts of AI: A new measure
We introduce "observed exposure," combining LLM capability with real Claude usage data, and share early evidence on employment effects.

Nature is Laughing at the AI Build Out -
I was catching up on Acquired episodes this week and listened to the spectacular “Google: The AI Company” episode that Ben and David put together. What the two of them have created with their podcast fascinates me in the inevitability of its success. I think Acquired proves that if you are smart and work your […]
I Work in Hollywood. Everyone Who Used to Make TV Is Now Secretly Training AI
For screenwriters like me—and job seekers all over—AI gig work is the new waiting tables. In eight months, I’ve done 20 of these soul-crushing contracts for five different platforms. It’s bad.

Companies That Replaced Humans With AI Are Realizing Their Mistake
As AI agents have yet to pay for themselves, more and more executives are waking up to the sloppy reality of AI hype.

OpenAI targets workplace professionals as enterprise AI demand surges
‘These leaders recognize AI as the most consequential shift of their lifetime, and they’re asking us how to reinvent their companies around it’

AI layoffs are looking more and more like corporate fiction that's masking a darker reality, Oxford Economics suggests | Fortune
"Firms don't appear to be replacing workers with AI on a significant scale," the firm said. It suspects some are trying to "dress up layoffs" as good news.

"I was forced to use AI until the day I was laid off." Copywriters reveal how AI has decimated their industry
Copywriters were one of the first to have their jobs targeted by AI firms. These are their stories, three years into the AI era.

What we can’t measure about AI – yet | Aeon Essays
The costs of transformative innovations are immediately clear: it’s the longterm gains that are hardest to understand

nxthompson on Twitter / X
AI is mucking up the job market. Everyone uses AI to write similar cover letters; resumes are all perfect. People apply for zillions of jobs and cheat in Zoom calls. Hiring is now basically AI talking to AI while humans wait to hear nothing back. https://t.co/kyqOotxeAl— nxthompson (@nxthompson) June 2, 2026
The real AI economy is being built by ordinary people
Far from Silicon Valley pitch decks, workers across Asia and Africa are bypassing tech industry hype to quietly rewire their daily jobs — one prompt, workflow, and local problem at a time.

Companies Are Being Torn Apart by AI "Workslop," Stanford Research Finds
Not only is AI hampering productivity, but it's also blowing up collaboration and souring employee dynamics.

Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes
Companies that rushed to replace human labor with AI are now shelling out to have IRL workers to fix the technology's screwups.

Dark Cloud Gathers as Bill Comes Due for AI Industry
AI companies are finding they can no longer sustain footing the bill of their heavily vibe coding customers.

In a survey of 1,000 hiring managers, 59% say they emphasize AI’s role in layoffs because it “is viewed more favorably by stakeholders than saying layoffs or hiring freezes are driven by financial constraints.” Only 9% said AI had fully replaced any roles.
The ‘AI-Washing’ of Job Cuts Is Corrosive and Confusing
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