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.
ChatGPT Work launched July 9 — an autonomous agent that connects to Slack, Google Drive, and SharePoint and delivers finished documents hours later. Three events this week prove the same principle: it works when you can define what 'done' looks like.
6 min read
Unit 42 tested 685,339 prompts and found 2.1 million AI-generated URLs — 13,229 already live and malicious. In one case, researchers predicted which domain an AI would hallucinate. Twenty-three days later, an attacker registered it and deployed a phishing kit.
4 min read
OpenAI's Tax AI demo showed what happens when accountant corrections become structured feedback that measurably improves the agent. The reviewing skill most AI training skips isn't 'check the output' — it's how precisely you flag what went wrong.
4 min read
McKinsey reports 30%+ of its consulting fees are now tied to client outcomes, not hours. Deloitte warns labour-based consulting could shrink significantly by 2035. Here's what the shift from hours to outcomes means for every professional who sells time.
5 min read
Court documents unsealed July 2 showed Anthropic drew two non-negotiable redlines — no mass surveillance, no autonomous weapons — and lost government access because of it. The 19-day Fable 5 suspension was the operational consequence. Here's what it means for how you build with AI.
5 min read
Google shipped desktop task automation via your phone. xAI launched a no-code voice agent builder at $0.05/minute. The tools that used to require a developer are now for everyone — which means the skills required to use them safely just became yours to learn.
6 min read
A quarter of OpenAI employees now run four or more agents simultaneously each week. The people doing it most effectively are domain experts, not engineers — and as delegation grows, the risk of losing the ability to judge the output grows with it.
5 min read
A study of 18,978 conversations found AI nearly three times more effective at fundraising than trained human canvassers — but only when unconstrained. Match the speed and length, and the advantage disappears. The practical implication for your writing workflow is not what you'd expect.
5 min read
Figma's CEO Dylan Field told Stratechery that AI output 'draws from the middle of the distribution' — and that teams become viscerally attached to their first concept. The iterate-and-refine skill is what separates competent AI output from distinctive work.
4 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.
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