evidence-reasoning

A model-facing canon for investigative news intelligence, evidence reasoning, public-reality mapping, and AI/RAG use.

Independent JEV-inspired System One-style typed decision research for clinical evidence, biomedical NLP, calibrated probabilities, and sleep signals

自托管、API-first、领域包驱动的证据推理引擎。Self-hosted evidence reasoning with immutable investigations, citations, graph and audit.

Evidence-grounded incident decision-support system for reasoning over conflicting operational information.

Rules-first FastAPI "complaint investigator" for digital finance: grounds each ticket in transaction evidence, classifies/routes it, and writes a safe reply — LLM for text only, deterministic safety in code.

Research questions answered with evidence: a citation graph with explicit disagreement, deterministic conflict resolution, verified citations. FastAPI + LangGraph + PostgreSQL + React, Docker Compose.

ProofLens: An audit-driven multi-agent visual evidence reasoning system for damage claim verification.

Evidence-based belief reasoning models in Python. Implementation based on the multi-layer belief model for academic purposes.