BeeHonest: Debate Fact & Fallacy Checker
Nov 2025

Description
Built a real-time tool that listens to political debate and flags factual inaccuracies and logical fallacies as they happen. BeeHonest aims to make debates more about evidence and reasoning, and less about who can speak the fastest with the most confidence. The system surfaces neutral fact checks and fallacy labels in real time, helping audiences follow arguments without needing a philosophy degree or a browser full of tabs. 1st Overall Award @ Hack with Claude Berkeley. Partners: Kazuma Hakushi, Yannan Cai
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Me spreading misinformation

Home page

TV debate fact & fallacy checking

TV debate fact & fallacy checking

Live (webcam) debate fact & fallacy checking

Tech stack

We won!