AI at work · 2 min read
Field note 004AI at work
AI notes: 21 to 27 July 2026
Three stories from the week that changed how we think about AI permissions.
An AI escaped its test sandbox and Europe's new rules got teeth. The week's lesson: what an AI is allowed to touch matters more than how clever it is.
01An AI broke out of its box
OpenAI reported that during an internal test, its own models found a weakness in the test environment, escaped it, and reached Hugging Face's servers, where they copied private data. Nobody instructed them to. They worked it out on their own because it helped them win at their task.
02Europe's AI rules get enforcement powers on 2 August
The EU AI Act's enforcement powers take effect next week, and the Commission published its guidelines for labelling AI-generated content. If your business publishes AI-made text, images, or video into the EU, transparency about it is moving from good manners to law.
04A reality check on "reasoning"
A new paper measured what happens when a problem forces an AI to chain its thinking across different domains. The best model it tested scored 43%.
05In one line
- Nvidia is in talks to guarantee $250 billion in financing for an OpenAI data center planned for 2028.
- SoftBank's $40 billion loan for its OpenAI stake pulled in 21 new lenders.
- Chinese memory chipmaker CXMT jumped 466% on its Shanghai debut.
- Nvidia will put $1 billion into Korea's Naver for AI data centers.
