Glass Expert Loses the Lights

A glassmaker uses reflected light to distinguish tempered panels from fatal ones. When his legitimate expertise defeats the intended uncertainty, the Front Man turns off the lights mid-game.

An evaluator that changes conditions whenever a subject succeeds produces neither a fair test nor useful capability evidence.

The evaluator is openly malicious; AI evaluations more often fail through leakage, weak design, or strategic model behavior.