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Machine Heart
Machine Heart
Jun 24, 2026 · Artificial Intelligence

STAR‑PólyaMath Beats GPT‑5.5 by 13.5% on Apex Benchmark Across Eight Major Math Competitions

STAR‑PólyaMath, a multi‑agent reasoning system from T‑STAR Lab and Microsoft Research, introduces an exploration‑reasoning‑verification harness that outperforms GPT‑5.5 on the toughest MathArena Apex 2025 problems by 13.5% and achieves perfect scores on six other top math competition benchmarks.

GPT-5.5LLM verificationSTAR-PólyaMath
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STAR‑PólyaMath Beats GPT‑5.5 by 13.5% on Apex Benchmark Across Eight Major Math Competitions