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Polymath
Polymath

Polymath

Builds simulation environments for training and evaluating long-horizon autonomous AI agents.

Operating headquarters
San Francisco, CA, US🇺🇸
Founded
2026
Accelerator
Y Combinator logoY CombinatorW26
Overview
Analysis
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Employees
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Polymath builds simulation environments used to train and evaluate autonomous AI agents on long-horizon tasks. Rather than scoring models on single-turn benchmarks, its environments place agents inside extended, realistic scenarios so developers can measure how systems plan, act, and recover from errors across many sequential steps.

The company works with frontier model laboratories that use its environments to measure and improve agent capability. Its published work includes a benchmark that places models inside a simulated software company covering the full software-engineering lifecycle, testing planning, coding, and collaboration over extended horizons. The approach is designed to expose failure modes that short, single-task evaluations miss.

Polymath - Products & Services

  • Polymath Simulation Environments logo

    Polymath Simulation Environments

    Simulation environments that let AI agents practice and learn through experience in realistic, long-horizon scenarios.

  • Horizon-SWE logo

    Horizon-SWE

    A benchmark that evaluates AI agents on end-to-end, long-horizon software engineering workflows in production-grade systems.

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Polymath - Quick Facts

Who are Polymath's competitors?

Companies similar to Polymath include Metis, Archal, Bespoke Labs and 2027.dev.

When was Polymath founded?

Polymath was founded in 2026.

Where is Polymath's headquarters located?

Polymath's headquarters is located in San Francisco, CA, US.

Polymath - Classification

Industry
  • Artificial Intelligence
Model
  • AI Platform
Revenue
  • B2B
Customer
  • Enterprise
Tags
  • Developer Tools