VideoFactChecker's methodology is built on transparency and rigor. We use GPT-4o for claim extraction and analysis, real-time web search for evidence gathering, and a 7-label verdict system that captures nuance. Our pipeline processes transcripts in parallel chunks, identifies speakers from context and metadata, and verifies each claim against multiple sources.
We acknowledge limitations: AI can make mistakes, context can be lost, and some claims are genuinely unverifiable..
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