AI opportunities

Citation-grounding classifier

Checking whether each claim in a generated answer is actually entailed by the passage it cites.

Technique

A secondary model or prompt verifies entailment between a generated claim and its cited source passage.

Open source tool

LLM API used as a judge, separate from the generation call

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