Held-out transition-pair falsifier on S3 x S3 shows projected recurrent state model achieves perfect final-state prediction up to 1M+ tokens while matched baselines fail.
Algebraic Theory of Machines
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A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking
Held-out transition-pair falsifier on S3 x S3 shows projected recurrent state model achieves perfect final-state prediction up to 1M+ tokens while matched baselines fail.