05Product sheet
Multi-Agent Fact-Checker
Two AI models argue every claim in a video script, and an arbiter settles it with live sources.
Built to get hiredFinary · Got the internship
01Problem
Fact-checking a long video script took about seven hours of source hunting. One model can't be trusted with it: it hallucinates with confidence and cites nothing. The question was whether two models could keep each other honest.
02Built
- 01Claim extraction: the script is split into statements that can each be verified.
- 02Two competing agents check every claim independently, with live web evidence, and score their own confidence.
- 03An arbiter weighs their confidence and settles disagreements, which is exactly where a human should look.
03Proof
- per script
- 7 h → 10 min
- Got me the internship, then I rebuilt it in production at Finary: 7 hours → 10 minutes per script.