Author

Ginny Y. Wong

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#artificial intelligence Preprint Oct 2026

ULTRADISCOVERY: Abductive Exploration in an Interconnected, Epistemically Open Universe

Scientific discovery often begins when scattered clues call for a new way of describing the world. Such abductive exploration can require constructing the representation in which an explanation is stated, when the world is epistemically open, and composing evidence scattered across contexts, when it is structurally int...

Wei-Han Li, Tianshi ZHENG, Yang-Qiu Song et al. · 0 citations

#artificial intelligence Preprint Sep 2026

AgentIdeaBench: Benchmarking Scientific Ideation in the Agent Era

AgentIdeaBench is introduced, a multidisciplinary benchmark that evaluates scientific ideation under two matched settings, static observation and active exploration, and Scientific World Modeling is explored, a generation-time loop that refines a draft hypothesis through structured thought experiments.

Yunxiang Mo, Tianshi ZHENG, Yi-Sen Gao et al. · 1 citation