AutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model Research: World modeling is an unsettled field...
Architectures, training objectives, and state representations interact in complex ways, and no single recipe dominates across environments. This makes it an ideal testbed for AI coding agents acting as autonomous researchers--a setting in which the improvement direction is not specified in advance, unlike the engineer...
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AutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model Research: World modeling is an unsettled field: architectures, training objectives, and state representations interact in complex ways, and no single recipe dominates across environments. This makes it an ideal testbed for AI coding agents acting as autonomous researchers--a setting in which the improvement direction is not specified in advance, unlike the engineer...