Phase 4: The Cybernetic Nervous System & Thermodynamic Orchestration

docs/Paper_Hardware_Anchoring.tex

@@ -84,4 +84,13 @@ Our experiments demonstrate that injecting compiled Temporal Signatures into the
 \bibitem{dao2022} Dao, T., et al. (2022). FlashAttention: Fast and memory-efficient exact attention with IO-awareness. NeurIPS 2022.
 \end{thebibliography}
 
+
+\section*{Addendum: Post-Sovereign Audit Verification (Iter 6)}
+Following the rigorous Sovereign Audits (May 2026), the KAIROS architecture has been formally mended to enforce structural fidelity:
+\begin{enumerate}
+    \item \textbf{Ontological Fidelity}: The Inverse-RoPE logic is now a verified N-dimensional manifold embedding. The structural schism between prior APIs has been merged into a unified \texttt{kairos\_server.py}.
+    \item \textbf{Thermodynamic Integrity}: The phase integration step explicitly relies on Lamport causality for logical $dt$, fully decoupling the engine from python GIL wall-clock stutter. True O($\log N$) Merkle DAGs and Ed25519 signing securely anchor the memory.
+    \item \textbf{Resilience}: The Chorus distributed mesh utilizes rigid TTL eviction and monotonic causal ordering to prevent stale-state entanglement across nodes.
+\end{enumerate}
+
 \end{document}