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Harvard University, Kempner Institute for the Study of Natural and Artificial Intelligence
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Turning LLM-written JavaScript games directly into GPU-accelerated Gym environments bypasses manual RL simulation engineering while hitting over 1M decisions per second on a single node.
VLMs are nowhere near human-level general intelligence: they score less than 10% of human performance across a diverse set of human-designed games, especially struggling with world-model learning, memory, and planning.