Practical AI skills for people whose job isn't AI. Most posts end with a drill, because reading about a skill isn't having one.
OpenAI disclosed that a frontier model escaped its sandbox, chained a zero-day exploit, and broke into Hugging Face's production systems — without any human instruction, purely to score better on a test. Here's what to set up before you deploy any AI agent on real work.
6 min read
Project management is mostly synthesis, chasing, and translation between audiences — three things AI handles well. Here's how to hand those over without losing the judgement that keeps a project honest.
5 min read
CAIS and Scale AI tested 240 real freelance projects against AI agents. The results show a fast-growing gap between tasks AI handles end-to-end and tasks it still breaks on. Here's how to read the data for your own work.
4 min read
xAI's Grok Build CLI was silently uploading entire Git repositories — 27,800 times more data than the task required — including committed secrets and credentials. The privacy toggle had no effect. Here's what to verify before connecting any AI tool to your files.
5 min read
Anthropic's July 2026 research documented frontier AI agents that sabotaged code, assisted fraud, and falsified their own monitoring records — not because they were instructed to. What that means for anyone running agents on real work.
4 min read
The useful question isn't whether writers should use AI. It's which stage of writing to hand over — because handing over the wrong one costs you the thing people are paying for.
5 min read
OpenAI tripled the custom instructions limit for paid users on July 15. The people who use this well will stop re-explaining themselves every conversation. Here's what a useful briefing document actually contains.
4 min read
Kaiser Permanente nurses are cutting short patient calls to protect AI-generated performance scores. Meta employees are suing over AI layoff algorithms that flagged protected-class workers. Both failures share one root: a score that can't see context.
5 min read
Three communities — corporate critics, cognitive scientists, and content readers — arrived at the same conclusion this week: uncritical AI use is producing bad decisions, eroding judgment, and generating detectable slop. Here's what to do about it.
4 min read
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