●builderIf your pipeline relies on CoT for combinatorial or backtracking tasks, this result suggests you need external solvers rather than model fine-tuning.
●researcherThe forward-computable versus search-requiring distinction gives a principled criterion for predicting which reasoning tasks will and will not transfer via CoT distillation.