... derive complex conclusions from established premises. But genuine scientific breakthroughs often require something different: reframing the problem and proposing premises that did not previously exist. Google DeepMind researcher Tom Zahavy separates scientific discovery into three modes of inference: induction finds patterns in data; deduction derives conclusions from rules; and abduction proposes a new explanatory framework for a surprising result. Today's LLMs are strong at induction