In this channel's material, emergent properties names the behavior that arises when a system moves from explicit rules to distributed representations: capabilities that appear from the whole trained system rather than from any single written rule. The term is used to connect one shift across medicine and science — checklist-style diagnosis giving way to learned intuition, and the same distributed, predictive representations reshaping how AI is used in diagnosis and discovery [^4caa6fda-b8ae-5bfd-ad34-331a298cb088@236] [^4caa6fda-b8ae-5bfd-ad34-331a298cb088@1539].