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Conceptinductive paradigm / inductive / 归纳式

Inductive Paradigm

An emerging working paradigm for large language models in which the model first constructs a reasoning chain through on-the-fly reasoning chain synthesis before producing an answer. This paradigm supports dynamic allocation of inference-time compute resources and aligns with the development direction of reasoning-oriented models.

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Oct 11

In the transductive paradigm, computation is evenly distributed across each output token; in the inductive paradigm, the model can invest large amounts of computation in reasoning tokens while the final answer tokens are relatively lightweight.

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