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Zhenghao Xiang

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ExplorationBench: Measuring AI Systems' Exploration in Verifiable Alien Worlds

Ming Zhang, Zhenghao Xiang, Peizhong Gao وآخرون · 2026

Scientific discovery begins where known problems end. There, AI systems must engage in exploration: framing hypotheses, designing experiments, and iterating on the results. However, evaluating this ability is difficult: (1) how to verify whether a genuinely new hypothesis holds, and (2) how to determine whether a syste …

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