ULTRADISCOVERY: Abductive Exploration in an Interconnected, Epistemically Open Universe
arXiv:2610.03092v3 Announce Type: replace-cross Abstract: 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 interconnected. Existing benchmarks rarely separate these two demands or control them independently. We introduce ULTRADISCO…