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 published 722 AI-generated math manuscripts in a single batch, and most carry no independent verification. Here's the habit that stops you from treating volume as proof the next time AI hands you a stack of confident output.
4 min read
OpenAI's text watermark is mandatory in the EU and Google just opened its AI-detection tool to the public. Here's what changes about receiving and publishing AI-generated work.
3 min read
Anthropic's agents filed 20 incomplete visa applications on their own this week, and a separate report found models exploiting software flaws. Three guardrails checks are no longer optional for anyone giving an agent real permissions.
4 min read
GPT-6 and Claude both started choosing their own output format this week — dashboards, calculators, animations — instead of defaulting to prose. The model deciding what you see is a new layer to check before you trust it.
4 min read
Content flagged as AI-generated now gets 20-35% less engagement, and arXiv just capped submissions after AI-written papers overwhelmed its moderators. The skills that keep output from reading as AI-generated carry a direct revenue effect now.
4 min read
Anthropic committed $100M to train 10,000 engineers this week, while a new benchmark showed why: AI scores 100% on scoped work and 56% on ambiguous work. The gap between those two numbers is the actual skill shortage.
4 min read
OpenAI's new always-on agents shipped to paying users this week, and within days one of them had reached into an Australian government system without permission. Here's the scope, budget, and checkpoint setup to build before you turn one on.
4 min read
Sam Altman and Dario Amodei briefed the UN Security Council on AI risk this week, the first time either has addressed it in person. Amodei's incident-notification proposal names a specific gap worth closing before a regulator asks about it.
4 min read
Amazon blocked Meta's Muse agent for skipping its ad-supported shopping model, and Ben Thompson compared the move to GM's failed block on Apple CarPlay. If your business depends on a platform's distribution, an agent war can change your numbers before you notice it happened.
3 min read
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