We rely on a multi-layered validation approach, where multiple independent sources must confirm any given data point before it’s presented. Aravind described this well on the Lex Fridman podcast. Behind every green dot is a chain of LLM prompts, reviewers, and “critics” ensuring accuracy. On top of that, user feedback and browsing patterns continuously refine the system’s weighting, so recommendations get better over time. We’re also working on a feature to show which tools your competitors are using. I think this will be really great.
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