Sup AI

Sup AI

Productivity

AI ensemble that scored #1 on Humanity's Last Exam

Every LLM hallucinates. They just don't hallucinate the same things. Sup AI runs multiple LLMs (out of 339) in parallel, then synthesizes answers by measuring confidence on every segment. High entropy = likely hallucination, downweighted. Low entropy = likely accurate, amplified. Result: 52.15% on Humanity's Last Exam, 7.41 points ahead of any individual model. $10 starter credit. Card verified. No auto-charge.

Sup AI is a Productivity company. It launched on Product Hunt on Apr 7, 2026, with 100 upvotes. Adamlead has 1 person on file at Sup AI.

Sup AI timeline

  1. AI ensemble that scored #1 on Humanity's Last Exam

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Adamlead has 1 person on file at Sup AI, including Scott Mueller (Maker). Each email shows whether it has been verified.