Problem Statement
We have a misinformation problem. But more specifically, we have a speed problem.
A journalist spots a suspicious claim. They search for sources. Cross-reference databases. Call experts. Write a verdict. Get it edited. Publish, maybe 6 hours later. Maybe 3 days later.
Meanwhile, the original claim has been screenshot, reposted, quoted in newsletters, and cited in arguments across five platforms.
I wanted to build something that closed that gap. Not a chatbot that guesses. A proper pipeline, one that retrieves real evidence, reasons from it, and tells you why it reached a verdict.
