ai-output-verification
A deterministic first-pass filter for unsupported claims in LLM output, computed without calling another LLM. Not a standalone hallucination detector. A spec plus reference implementation, shipped as touchstone-mcp.
Hallucination detection for LLM outputs without calling another LLM. Reference implementation of Touchstone Standard 1.0.
