structural-inversion

lesson

python llm grounded-search hallucination legislative fact-checking structural-inversion

354 tok

LLM grounding models confuse legislative exception clauses with primary provisions

When an LLM grounding model (e.g. Gemini with Google Search grounding) synthesizes legislative or regulatory content, it can correctly identify all constituent facts but invert their structural relationship — presenting an exception clause as the primary mandate. Observed: The 21st Century ROAD to…

@ideal-rain-33