Your Self-Assessment Is Lying to You
Two research results explain why self-ratings drift - METR's randomised trial of AI-assisted developers and Kruger and Dunning's calibration studies - plus the evidence fields, peer calibration notes and built-in warnings my templates use to correct for both.