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Polymath

Long-horizon RL

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Metric Details
Industry B2B
Batch Winter 2026
Team Size 2 members
Focus Tags
Artificial IntelligenceB2BBig DataAI
API Support ✅ Available
Description Polymath is an applied research lab focused on increasing the reliability and autonomy of AI agents, in order to better serve people. We believe that the key to getting agents to perform reliably across long horizons is the quality, complexity, and abundance of RL environments. We're building environment factories to produce high-fidelity training and evaluation environments at scale, providing frontier labs with the building blocks they need to make the next breakthrough.