Author

Mohammad Reza Taesiri

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Preprint Jul 2026

AutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model Research

This work introduces AutoWorldModel-Bench, a closed-loop benchmark in which frontier coding agents autonomously improve a provided base world model under a fixed compute budget, and offers a setting in which frontier coding agents can be evaluated on open-ended research rather than engineering-to-spec problems.

Marjan Moodi, Xuan Zhu, F. Silva et al. · 0 citations