Why an AI judge changes online debate
For decades online arguments have been decided by mob vote, follower count, or whoever clipped the best moment. The Khaos Live AI debate judge replaces vibes with a transparent rubric: substance, evidence, clarity, rebuttal, and steelmanning. Every round is scored within seconds of the buzzer, the reasoning is published, and creators can challenge calls in public — no shadow moderation, no biased panel, no waiting on a human ref.
How the AI debate scoring engine works
The judge ingests live captions from both speakers, segments the round into claims and rebuttals, and grades each one against the topic prompt. It weights novel evidence higher than repetition, penalises ad hominem and dodged questions, and rewards conceding strong points (steelmanning). Final round scores feed into your global KHAOSRANK and into the bracket logic for debate tournaments.
Built for creators, streamers, and tournaments
Whether you're running a one-off livestream debate, a weekly show, or a full bracket tournament, the AI judge scales with you. Bring your own topic, set round length, pick the model tier, and stream. The judge handles transcripts, scoring, recap clips, and the leaderboard update automatically — you focus on the argument.
Frequently asked questions
How does the AI debate judge score arguments?
Our AI judge evaluates each round on substance, evidence, clarity, and rebuttal strength using large language models. Scores update live so both debaters and the audience see who is winning round by round.
Is the AI judge biased?
The judge is instructed to ignore identity, popularity, and audience vote and to score only the arguments. It explains its reasoning after every round so you can challenge a call.
Can I appeal an AI ruling?
Yes. Each round comes with a transcript and a reasoning trail. Creators can flag rounds for review, and repeat issues feed back into the model's evaluation prompt.
What models power the AI debate judge?
We route between top-tier reasoning models (Gemini Pro, GPT-5 class) depending on debate length, language, and topic complexity.