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MysteryMechanism

Science · 2026-09-23

Functional recovery of 222 sealed mathematical mechanisms. Agents receive anonymous bounded inputs, two noisy observations, a persistent shell and 2d+1 experiments for d dimensions, without internet or domain context. One submitted executable law is graded on private structural probes using noise-aware error thresholds; provider and agent failures score zero.

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