DeepMind's "can't jump" thesis: LLMs ace deduction but can't invent theories
A DeepMind position paper (ICML 2026) argues LLMs master induction and deduction but lack abduction: the leap that turns sparse observation into a new explanatory hypothesis, like Einstein's equivalence principle. The fix isn't more scale, but physically grounded multimodal world models to bridge the gap.