VINDEX3

A CANONICAL ANSWER · FROM THE VINDEX KNOWLEDGE GRAPH

Nothing can discover the map yet

Four cheap screens have been measured against ground truth, and all four failed. Weight error alone carries no semantic signal (ρ −0.313). Activation-weighted relative error is worse (−0.524) — the denominator rewards small outputs. Absolute local consequence almost works (+0.595) but confidently protects down_proj, the one tensor where protection measurably worsens the tail, because a local score cannot see where an error lands in the computation. Replaying errors downstream costs five times more than measuring the truth. Measurements can justify a map; VINDEX3 can express, compile and execute it; discovering it automatically remains open on the Record.

SUPPORTED · recorded — SENSITIVITY-1A/1B/1B′/1C vs the banked granite sweep · FISHER open