LiMp Pipeline – Topological Consensus Staging

This repo hosts:

api/: a FastAPI microservice for consensus, hallucination risk, and RAG reranking.
consensus/: practical proxies for phase coherence and Cardy-style boundary energy inspired by the EFL/3^627 framework.
experiments/: notebooks for Dual-LLM Resonance, Trinary vs Binary quantization, and Observer Saturation.
paper/: the formal LaTeX spec.

Mathematical reference: see paper/EFL_3^627_Unified.pdf.

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