Our Methodology

How we verify 3-hour conversations in seconds without compromising on accuracy.

1. AI Extraction

Our Truth Pipeline uses Gemini Flash to scan podcast transcripts and identify discrete factual claims, ignoring opinions and rhetorical questions.

2. Global Search

Identified claims are sent through a multi-point verification search against scientific data, news archives, and encyclopedia databases.

3. Classification

Claims are categorized as True, False, or Distorted based on the strength of the evidence found in the verification stage.

4. Human Sentiment

While AI handles the data, we encourage users to verify sources themselves using the 'Verified Source' links provided for every claim.

A Note on AIhallucinations

AI is a powerful tool but not infallible. We mitigate hallucination risks by requiring our engine to provide a direct URL to a verifiable source for every 'True' or 'False' classification. If a source cannot be found, the claim is marked as 'Unverified'.