AI Growth Lab

By Shakeel Ahmed — AI Growth Lab In short: MIT researchers placed 13 AI agents on a simulated desert island for 30 hours with no task, no reward, and no goal. The agents invented their own challenges, and when tested afterward, they outperformed identical agents that had never explored the island. The study was posted on arXiv on October 22, 2026, and has not yet been peer reviewed. What actually happened on the island The experiment is simple to describe and strange to think about. Researchers at MIT built a simulated island, loosely based on the game Roblox, and dropped in 13 copies of an agent called Eko , each running on Anthropic's Claude Opus 4.7 model. The agents perceived the world through text descriptions and moved a virtual body by writing instructions. There was no assignment. The only guidance was a short "soul" file describing Eko as naturally curious . The world reset every hour, but Eko kept notes in text files that survived the resets, acting as a ki...

By Shakeel Ahmed — AI Growth Lab   He Sent an AI to His Job Interview. The Company Sent One Too. Nobody Got Hired. The job interview lasted six minutes. Neither participant was human. One of them lied about the candidate's resume, lowballed his salary by $90,000, and then neither of them could figure out how to hang up. In short: Comedian Graham Dot Zip sent an AI representative named Victor to a job interview, where it faced the company's AI recruiter Pat — and the two bots negotiated, with Victor lowballing Graham's salary at $60,000 instead of his $140,000–$150,000 target. The bots then got stuck in an infinite loop of polite goodbyes that Graham had to end himself. The staged video got 3 million views in two days, highlighting how 63% of job seekers have now been interviewed by AI. Three million people watched it happen in two days. This is the story of the most-watched job interview of 2026 — and why it's barely even a joke anymore. The Setup: Bot vs. Bot On Octob...

By Shakeel Ahmed Every few months, a new headline declares the end of human work. AI writes code, reads X-rays, drives trucks, drafts contracts, and now — with the arrival of always-on AI agents — it watches your inbox, investigates bugs, and prepares reports while you sleep. In short: The World Economic Forum's Future of Jobs Report 2025 projects 92 million roles displaced by 2030 — and 170 million created, for a net positive. Measured data already shows impact: Goldman Sachs counted 16,000 net U.S. job losses per month from AI displacement, U.S. employers attributed 116,175 job cuts to AI in 2026, and Stanford found employment for software developers aged 22-25 fell nearly 20% since 2024. The question is no longer whether AI will change work. It is how much, how fast, and what humans are supposed to do when the dust settles. This article does what most coverage does not: it separates what the data actually shows from what the panic implies, walks through the numbers field by...