Vineet Kumar Loyer

Data whisperer | Bug creator | Professional Googler

Building KEPLER: How I Built a Fact-Checking Engine That Pits LLMs Against Each Other

We live in an age where misinformation travels faster than the truth. False claims ripple through social media and news aggregators, often outpacing the human ability to fact-check them. This isn't just annoying; it poses severe risks to public trust and decision-making.As a researcher and engineer, I wanted to tackle this head-on. I didn't just want another text classifier; I wanted a system that could 'think' through a lie.