Notes

Field notes from the lab

Working notes on the architecture and governance of AI systems, the kind that has to survive production, audit, and regulation.

Jun 13, 2026 Calibrating between too rigid and too loose Why we named the practice after the bias-variance tradeoff, and what calibration buys when you ship AI into regulated, high-stakes work.