Phase 4: The Cybernetic Nervous System & Thermodynamic Orchestration

docs/Paper_Hardware_Anchoring.md

@@ -50,3 +50,10 @@ Our experiments demonstrate that injecting compiled Temporal Signatures into the
 [2] Wallace, E., et al. (2019). Universal adversarial triggers for attacking and analyzing NLP. EMNLP 2019.
 [3] Pope, R., et al. (2023). Efficiently scaling transformer inference. MLSys 2023.
 [4] Dao, T., et al. (2022). FlashAttention: Fast and memory-efficient exact attention with IO-awareness. NeurIPS 2022.
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+## 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:
+1. **Ontological Fidelity**: The Inverse-RoPE logic is now a verified N-dimensional manifold embedding, avoiding the prior 2D scalar hack. `app.py` and `chat_api.py` have been structurally merged into a single `kairos_server.py`.
+2. **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.
+3. **Resilience**: The Chorus distributed mesh utilizes rigid TTL eviction and monotonic causal ordering to prevent stale-state entanglement across nodes.