Unverified50% confidenceFactExact time
The overthinking problem is especially prominent in chain-of-thought reasoning models represented by o1 and DeepSeek-R1.
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe overthinking problem is not unique to Qwen3; reasoning models such as DeepSeek-R1 and the OpenAI o1 series all exhibit similar phenomena to varying degrees.78% similarVerifiedThe o1 model performs internal chain-of-thought reasoning before answering, far surpassing GPT-4o on tasks such as mathematics, programming, and scientific reasoning.74% similarVerifiedReasoning models, represented by OpenAI o1, DeepSeek-R1, and QwQ, have chain-of-thought expansion as their core mechanism, generating a large number of intermediate reasoning steps before producing a final answer.74% similarUnverified推理强度的高和超高模式源于o1、o3系列模型引入的慢思考架构，通过消耗更多计算token来换取更高的准确率和逻辑一致性73% similarVerifiedReasoning models have built-in autonomous decomposition and verification mechanisms, and overly detailed prompts can actually compress the model's reasoning space.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/965912API
curl https://kongchang.com/api/v1/knowledge/claims/965912MCP
get_claim(id=965912)