Unverified50% confidenceFactExact time
一些推理增强型模型（如DeepSeek-R1、Kimi K3）会生成非常长的思维链，有时推理过程的Token数量是最终答案的数十倍
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/26/2026
First Seen
Valid until: 11/24/2026
Sources
Related Entities
Related Claims
Unverified推理模型以OpenAI o系列、DeepSeek-R1、Kimi K系列为代表，在输出前进行思维链过程，对问题进行多步拆解、自我验证和逐步推导80% similarUnverified推理模型（如OpenAI的o1/o3系列、Anthropic的Claude with extended thinking、DeepSeek-R1）在生成最终答案前会先输出思考过程（thinking tokens）79% similarUnverifiedKimi模型在使用思维链推理时偶尔会陷入冗长的推理token循环，在两个相互矛盾的结论之间来回摇摆78% similarUnverifiedKimi K3属于推理模型类别，通过强化学习训练使模型在生成最终答案前进行显式思维链推演77% similarUnverifiedKimi K3内置常开的思考模式，默认在生成回答前进行推理链条思考76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/804746API
curl https://kongchang.com/api/v1/knowledge/claims/804746MCP
get_claim(id=804746)