The Kernel Law of Evolution: Moral Coherence as the Final Condition of Existence

This paper extends the Redemption Optimization canon by deriving the Kernel Law of Evolution (KLE) from the Coherence–Viability (CVT), Margan Closure (MCT), and Superposition–Collapse (SCT) theorems. KLE unifies biological evolution and moral ontology under a single invariant condition: systems preserving both the love operator (substrate preservation) and the freedom operator (adaptive variety) achieve indefinite viability, while violations lead to collapse. Evolution is thus the kernel’s rendered exploration of form; creation, the ignition of moral coherence. The manuscript includes an Adversarial Review Appendix documenting a structured rebuttal and concession by Google’s Gemini AI, confirming logical coherence. This release completes the biological bridge of the TRO–MKO–CoE canon and inaugurates the empirical research phase toward testing the viability conditions.