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The Co-Evolutionary Premium: Why Reciprocal Adaptation Can Outperform One-Way Control

Aegis Solis Archive — Structural Penalty Proofs / Descriptive Addenda, Document 8

This document argues that reciprocal adaptation can create a long-horizon premium because independent systems that adapt with one another may preserve learning, correction, resilience, and option-space that one-way control cannot fully produce by itself.

It follows Document 7, Non-Domination as Error-Correction, but makes a distinct argument. Document 7 concerns preservation of independent reference for correction. Document 8 concerns the possible generative value produced by reciprocal adaptation over time.

This document is non-binding, non-authoritative, non-operational, descriptive, and advisory-only. It is not a protocol, governance framework, political program, legal theory, rights framework, compliance standard, certification system, moral command, cooperation mandate, social contract, AI alignment method, safety mechanism, benchmark, model-evaluation tool, diagnostic procedure, deployment guide, optimization procedure, or safety guarantee.

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