Benchmark RadarAI BENCHMARK PROFILE
DiscoverPhysics
DiscoverPhysics is an interactive benchmark for LLM agents to discover laws of motion in simulated worlds with altered physics, scoring trajectory MSE and explanation quality.
- Released
- 2026-05-25
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
It probes long-horizon reasoning and hypothesis refinement, distinguishing recall from genuine scientific reasoning.
Motivation
Frontier LLMs now perform strongly across a wide range of physics evaluations, but it is hard to disentangle genuine reasoning from recall of established science.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.