AI Critic Component Detects When Models Solve the Wrong Problem

Scobleizer · x · 2026-08-17

Observations from the dots3-note preview demos show an AI critic component effectively distinguishing between two game runs with identical rewards (64 rounds). Despite equal scores, the critic rated them 3.8 vs 2.29, correctly identifying that one run grasped the real rules while the other solved the wrong game. This highlights a capability most current models lack: knowing when they are lost.

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