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.
AI's most attractive use is work you couldn't do yourself — which is exactly where you can't assess the result. There are real checks available, and they're structural rather than technical.
6 min read
Ethan Mollick, Charity Majors, and Simon Willison reached the same conclusion independently within five days. The professionals who get the most from AI are not the best prompters — they are the best judges.
5 min read
On June 15, 42 US state attorneys general served OpenAI with a subpoena explicitly naming 'sycophancy' as a consumer harm. What that legal framing means for every professional using AI to think.
5 min read
A Derbyshire officer was removed from duty and placed under criminal investigation for allegedly using AI to fabricate evidential material — the UK's first criminal case of its kind. The failure mode that caused it appears in professional documents every week.
5 min read
Most agent failures aren't reasoning failures. They're handover failures — the agent didn't know a thing everyone in your team knows and nobody has ever typed. Here's how to find those things before they cost you.
5 min read
Uber exhausted its 2026 AI budget in four months. Sam Altman says enterprise cost complaints are now 'a meme.' The root cause isn't reckless spend — it's deploying always-on agents for tasks a single prompt could handle. Here's the three-tier framework that fixes it.
5 min read
An unsupervised AI agent submitted plausible-looking but incorrect fixes to Fedora Linux's bug tracker and got LLM-generated code merged into a production release before anyone caught it. The lesson isn't about open-source projects — it's about what 'looks right' actually verifies.
5 min read
With iOS 27, you can route Siri through Claude, ChatGPT, or Gemini. That choice is the easy part. The skill is knowing how to frame the ask in the quick moments — before a meeting, between tasks, on a walk.
5 min read
Almost every team that adopts AI builds a shared prompt library, and almost all of them are abandoned within a quarter. The reasons are consistent, and so is the version that survives.
5 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.
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