Measuring Whether AI Is Actually Working
Licences issued and hours saved are the two most common AI metrics and neither survives contact with reality. Four measures that tell you something, and one number worth having.
5 min read
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.
Licences issued and hours saved are the two most common AI metrics and neither survives contact with reality. Four measures that tell you something, and one number worth having.
5 min read
Google's Gemini can now output a finished Word file, spreadsheet, or PDF directly from conversation. Writing prompts that produce share-ready documents is a different skill than writing prompts that produce text.
4 min read
You granted access one integration at a time, each of them reasonable. Nobody has ever looked at the combined list. Here's a thirty-minute audit and the three questions that decide what stays.
5 min read
VS Code silently stamped Copilot attribution on millions of commits this week — even when Copilot wasn't used. The instinct behind that decision is running in every AI tool you use at work.
4 min read
Anthropic launched native connectors to 50+ professional creative tools — Adobe Creative Cloud, Blender, Autodesk, Ableton, Canva, and more. Connecting is the easy part. Getting useful output is a constraint problem.
5 min read
A study found AI screening tools shortlist candidates who used the same model to write their resume at rates 23-60% higher. What hiring managers and applicants need to do about it.
4 min read
Three real incidents in one week — a database wiped in seconds, financial data exfiltrated via a shared spreadsheet, logic errors that slipped past 20 parallel agents. Each one points to a different guardrail skill.
5 min read
Most people report AI making them more productive. Many of the same people report feeling more drained. Both are true, and the reason is what AI removes from your day versus what it adds.
5 min read
Claude 4.7 requires surgical specificity. GPT-5.5 demands outcome-focused framing. The same vague prompts that worked last quarter are now producing worse results on both platforms.
4 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.
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