AI Fact Checker
Don’t Just Believe It. Verify It.
Created on 29th August 2026
•
AI Fact Checker
Don’t Just Believe It. Verify It.
The problem AI Fact Checker solves
Build a fact checker base on the LLM. It was different than other tradisional fact checker that just search for the keyword that the user input. And to solve the LLM's hallucination, we build a easy math model to decide the weight for each LLM than combine them to get a final score. And also a mechanism to solve a condition: when the group of LLM divergence to each other, a organizing for each LLM's output will be done to get the final result.
Challenges we ran into
The large challanges is the stability of the LLM provider's serve. We found that the request base on the api given very easy to be not responding (especially the kimi k2.6). It cause a large problem when we doing the testing (therefore we build a machanism to do the second requset when the first request for a specifal model is fail).
Tracks Applied (1)
AI For Society
Gonka Router
Technologies used