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PillarLabAI – A reasoning engine for prediction markets

Hacker News

PillarLabAI – A reasoning engine for prediction markets

Hi HN, I’m the creator of PillarLab. I noticed that most people betting on prediction markets like Polymarket or Kalshi were either guessing or using generic LLMs that hallucinate data. I built PillarLab to solve the 'black box' problem of AI. It uses 1,720+ proprietary 'Pillars' (analytical frameworks) to guide the AI through rigorous logic, things like Sharp Money tracking, xG soccer models, and Line Movement. I’d love your feedback on the reasoning. Does the weighting of factors make sense to you? I'll be here to answer questions all day!

Visit product View on Hacker NewsJan 26, 2026

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39%39% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

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1%1% predicted probability of success on BetaList, based on ML models trained on real launch data.

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