AI RESEARCH
Beyond Either-Or Reasoning: Transduction and Induction as Cooperative Problem-Solving Paradigms
arXiv CS.AI
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ArXi:2505.14744v2 Announce Type: replace-cross Traditionally, in Programming-by-example (PBE) the goal is to synthesize a program from a small set of input-output examples. Lately, PBE has gained traction as a few-shot reasoning benchmark, relaxing the requirement to produce a program artifact altogether which allows transductive methods to directly the missing output sample.