Tag

Human-in-the-Loop

2 entries.

11 Jul 2026

Which Doors Should Machines Walk Through?

Jeff Bezos's test of one-way and two-way doors maps neatly onto where to let AI act alone. The twist is that automation reshapes which door you are standing in front of, so reversibility becomes something you engineer rather than something you inherit.

30 May 2026

Designing AI That Protects Expertise

AI systems do not have to erode human skill. Designed deliberately, they can preserve and even strengthen it. Six practical design patterns, and the continuum that tells you where to keep practising.