Unverified50% confidenceFactExact time
The thinking process of DeepSeek's reasoning model is typically more verbose and colloquial than the final answer, and sometimes exhibits self-correction, repeated hesitation, or stream-of-consciousness expressions.
1
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50%
Confidence
Long-term
Relevance
9/28/2026
First Seen
Sources
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UnverifiedWhen DeepSeek is given too small a reasoning budget, it truncates its internal thinking and returns a syntactically valid but shallower answer without raising an error—a covert graceful degradation failure mode.78% similarUnverifiedEnabling deep reasoning significantly increases inference time and token consumption; questions that originally took a few seconds to answer may require several minutes.75% similarVerifiedModels may fall into the trap of overthinking, as longer reasoning time does not always lead to better results.73% similarUnverified在长对话中早期的错误尝试和调试过程会持续占据上下文窗口，造成上下文污染并干扰后续推理准确性73% similar
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