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Benchmark

MATH-500

Reported in 46 papers on Zotpaper. The latest, each as the paper states it:

Reasoning models can be trained to stop when they know the answer91.8% Accuracy
Language models learn harder problems but can forget easier ones93.24% Pass@128
Parallel training method speeds language model inference by 3.5x4.57 acceptance length

MATH500 (20)All benchmarks →

1 result for “MATH500”

Research · Safety & security
Learned latent links can undermine safety in multi-agent systems
Safety of Latent Communication in Multi-Agent Systems
The authors show that modifying representation-level communication links can increase harmful compliance without changing the safety-aligned agents themselves.
four safety benchmarks: 27.9% mean harmful-compliance score (as reported)
2 Oct 2026CISPA Helmholtz Center for Information Security