●builderYou can reference this retrieval-augmented fact-checking pattern — transcription to search to grounded LLM verdict — as a lightweight architecture for claim verification pipelines.
●researcherWorth watching as a practical implementation of checkworthiness detection combined with RAG-style grounding for deception research.