A Meta chatbot changed the email on any account for whoever asked
Authorization was absent rather than broken, which is the defect class a reviewer catches and a test suite signs off on. The newsletter reporting it also finds individual output up and team output flat.
Reality
- Evidence34
- Adoption41
- Hype gap+22
- Incentives63
- Confidence45
Meta sized a 60% team cut on an assumption it had not yet measured
Reuters reporting on Project OT, relayed by the Pragmatic Engineer, shows Meta's reduction target was fixed in January while the productivity claim underneath it was still untested in May, and half the plan ran anyway.
Reality
- Evidence52
- Adoption45
- Hype gap+30
- Incentives58
- Confidence50
buildOne report1 publisher Meta's Project OT budgeted for 60% smaller teams against AI capacity it had not measured
The plan assumed smaller teams would work as well as before, which is a bet on 2.5 times the output per head. The version that actually shipped, a 10% layoff plus infra engineers seconded to labeling, left outages behind.
Reality
- Evidence55
- Adoption35
- Hype gap+15
- Incentives60
- Confidence52
buildOne report1 publisher OpenAI's Asana case study prices 1.5 weeks of engineer time against a five-year staffing plan
The two-week Enzyme removal is credible enough, but it is priced against a five-year staffing plan written by people who did not want the project, and Airbnb's published numbers let you check the rate that plan assumed.
Reality
- Evidence48
- Adoption58
- Hype gap+52
- Incentives76
- Confidence54
Block, Stripe and Shopify run in-house coding agents too. What Ramp built is not a model but a credentialed development box, and that is the part procurement cannot order.
Reality
- Evidence68
- Adoption74
- Hype gap+18
- Incentives76
- Confidence66