Unverified50% confidenceOpinionExact time
Investing more inference time is a necessary but not sufficient condition for solving problems; thinking duration does not equal problem-solving quality.
1
Sources
50%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLonger inference time does not always yield better results; models may fall into the trap of overthinking, and what truly determines output quality is the model's foundational capabilities and degree of alignment.77% similarUnverifiedBenchmark scores are naturally biased toward first impressions in short conversations and cannot adequately reflect logical consistency and instruction-following precision in long-chain tasks.74% similarUnverified承认不知道并展示如何推理，远胜于强行编造标准答案，面试官更看重结构化解决问题能力而非记忆力74% similarUnverifiedThe improvement effect of prompt engineering on reasoning-intensive tasks (mathematics, logic) is far greater than on creative writing tasks74% similarUnverified将概念推理量化为单一指数可能丢失多维度、情境依赖的推理能力信息，误导下游应用选型决策73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/865824API
curl https://kongchang.com/api/v1/knowledge/claims/865824MCP
get_claim(id=865824)