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Risk & Compliance | AI & Tools | Life Notes
This year twelve of the most powerful AIs sat China's college entrance exam; the top nine finished within two points, near-perfect on math. A letter to the child who will one day walk into that exam room: when out-scoring the machine stops being a skill, what should you learn?
2026.06.10 · 5 min
Three data sources that had to be reconciled, with tangled logic all over. Done the old way, by hand in code, it would have eaten most of a month. With Claude Cowork it took a few hours to pin down the rules and quantify the differences. Here's what it actually did.
2026.06.08 · 5 min
Anthropic published a nearly 10,000-word best practices guide for Computer Use. The most valuable parts aren't the how-tos — they're what the guide reveals about unsolved engineering problems.
2026.05.29 · 6 min
A three-month-old border collie was sick. I spent two days going back and forth with Claude about her case. It helped a lot, and it almost led us off a cliff.
2026.05.19 · 8 min
On May 7, ShinyHunters replaced the Canvas login page with a ransom note. On one side, finals season at thousands of schools. On the other, a SaaS company's recovery progress bar. The story isn't over.
2026.05.10 · 9 min
Stanford HAI's 2026 AI Index has two sets of numbers compliance officers should pause on: responsible AI is institutionalizing quickly, but incidents are rising faster.
2026.04.20 · 5 min