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YouTube — Y Combinator AI

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Better AI Starts With Better Verification

Halluminate (YC S25) is building reinforcement learning environments and benchmarks to help AI models do knowledge work beyond coding, starting with finance. With a team of fewer than 10 people, the company works with four of the top five closed-source US AI labs and recently…

YouTube — Y Combinator AIBy: YC Root AccessOctober 1, 2026 (Oct 1)
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AI Summary & Key Takeaways

  • Halluminate (YC S25) is building reinforcement learning environments and benchmarks to help AI models do knowledge work beyond coding, starting with finance
  • With a team of fewer than 10 people, the company works with four of the top five closed-source US AI labs and recently…
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