Theoretical analysis demonstrates a finite representation-capacity ceiling under forbidden-proxy leakage, indicating limits on predictive alignment.
Proof-reconciled generated exploration of a finite representation-capacity ceiling under forbidden-proxy mutual-information leakage. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.
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Justin Hart (2026) studied this question.
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