VERIFYData & productivity
Jev Fact-Checking LLM Output
Ed Charbeneau@EdCharbeneau
Jev fact-checks LLM-generated notes and summaries from audio transcripts, extracting topics, tags, and chapter markers while verifying individual claims to prevent hallucinations.
Cool demo by @syntax showing @deepgramai working with @typesafeai Jev:
Deepgram accurately transcribes (STT) the raw audio with NER (via keywords), an LLM generates notes and a summary from that transcript, then Jev then fact-checks the result rather than trusting it blindly. Jev extracts topics, tags, and chapter markers, then verifies each individual claim the LLM made to catch hallucinations.
Crazy to see how many voice driven applications possibilties there are with this technology.
Video: youtu.be/QbYBRjOaGOo
Source: github.com/syntaxfm/website/blob/main/src/