Discovery under Hypothesis Redundancy: A Geometric Theory of Discovery Bottlenecks

Li Xia, Baoxun Wang

Scientific discovery saturates when new hypotheses cease to provide independent information, even if the nominal hypothesis space remains large. We study hybrid discovery systems t…