VerityNgn–Open-source AI that fact-checks YouTube videos

Show HN: VerityNgn–Open-source AI that fact-checks YouTube videos

VerityNgn–Open-source AI that fact-checks YouTube videos is active in the show hn launch space.

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I built an open-source system that generates truthfulness reports for YouTube videos using multimodal AI and a counter-intelligence approach.*Live demo:* https://verityngn.streamlit.app*Documentation:* https://hotchilianalyticsllc.mintlify.app*Repo:* https://github.com/hotchilianalytics/verityngn-oss*Substack Article:* https://ajjcop.substack.com/p/i-built-an-ai-that-fact-checks...### The ProblemExisting fact-checking tools only analyze text transcripts. They miss on-screen graphics, visual demonstrations, and the multimodal nature of video. Worse, when you search for evidence, you often get promotional press releases that confirm false claims because the misinformation ecosystem is SEO-opti

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Website: hotchilianalyticsllc.mintlify.app/introduction