From writing code to designing intelligence

Monday, April 13, 2026

AI at work is often framed as a productivity hack or a risk — a convenient reduction of something structural. Here’s a sharper read on what’s changing, what broke when I pushed into unfamiliar territory, and why human validation still drew the line.