Unverified50% confidenceFactExact time
The author refers to the composite system the model builds for reasoning as a reasonlet, and calls a model that works this way an RCM (Reasoning-by-Construction Model).
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10/7/2026
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UnverifiedReasoning by Construction refers to the model constructing a composite system during the reasoning phase, running it to compute the answer, and returning both the answer and the constructed system.70% similarUnverified该系统的嵌入模型与大模型均采用通义千问69% similarUnverifiedFine-tuning can allow a model to internalize the expressive style and judgment logic of a specific domain.69% similarUnverifiedC2C establishes a mapping mechanism that converts and aligns the source model's KV Cache into a form directly usable by the target model, allowing the target model to take over the semantic understanding already completed by the source model.68% similarUnverifiedThe core idea of this method is that after an LLM provides an answer and explanation, concepts not mentioned in the explanation are removed from the original input, and the model is re-queried with the simplified input.68% similar
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