Is a longer explanation evidence of better reasoning?
Not necessarily. Extra text can include repetition, irrelevant detail, or additional errors. Evaluate whether the answer satisfies constraints and whether the supporting explanation is sound.
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More FAQs in What is the difference between text generation and reasoning in AI?
Yes. A system can use sequential computation and generated context to solve tasks. The generation mechanism alone does not determine the validity of its conclusions.
Use varied problems with independently checkable answers, change superficial wording, and include unfamiliar cases. Avoid relying only on examples that may have appeared in training.
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