ProvenAI: Provenance-Native Traces of Evidence in Generated Answers

Mohammad Faizan, Dalal Alharthi

Retrieval-augmented systems routinely present citations alongside generated answers, yet a citation does not confirm that the corresponding source meaningfully shaped the output. T…