Cognitive Twin Synthesis: Theorems, Proofs, and Derivations
This document presents the mathematical foundations for constructing a cognitive twin using Recursive Polymodal Synthesis (RPS). We extend the original RPS framework from sensor modalities (motion, heart rate, audio) to cognitive modalities (linguistic style, decision patterns, knowledge, values, temporal behavior). We prove convergence of the cognitive synthesis operator, derive the coherence energy functional, establish bounds on identity drift, and formalize the autonomy ratchet protocol. All results build on th
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