Unverified50% confidenceOpinionExact time
Traditional judgment models output the final answer directly, skipping intermediate reasoning steps, and have limited accuracy on complex tasks such as BIG-Bench Hard.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSome failure cases can be traced to the model continuing to reason and exhausting the budget that should have been used to give the final answer, ultimately failing to converge to a conclusion.74% similarUnverifiedo1在某个任务中最终分数低于Claude 3.5，体现了强推理模型的'过度推理'问题——初始阶段出现偏差后会沿错误路径深入72% similarUnverified低延迟与高质量推理往往难以兼得，前后台分离架构通过任务分级路由解决这一矛盾71% similarVerifiedThe thinking budget mechanism of reasoning models sets an upper limit on the number of reasoning tokens, and once exhausted, the model cannot output a complete answer, potentially causing overthinking issues.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1073911API
curl https://kongchang.com/api/v1/knowledge/claims/1073911MCP
get_claim(id=1073911)