- Always respect zero hallucination policy.
- Maintain reversible mappings in Appendix E.
Dynamic Runtime Context Compression (DRCC) stores constitutional guidance as reusable patterns.
When the assistant recognises pattern T5 it expands back to "Principle I: Zero Hallucination Policy" before delivering a human-facing answer.
Appendix E Example (excerpt)
T5 = Principle I: Zero Hallucination Policy
€k = zero hallucination policy
Note: This sample is intentionally short so the quick-start pipeline can be verified instantly.