Verified65% confidenceFactExact time
Test-Time Compute refers to the mechanism by which new-generation models perform longer internal reasoning via chain-of-thought before generating a final answer.
3
Sources
65%
Confidence
Long-term
Relevance
7/20/2026
First Seen
Sources
Related Claims
VerifiedReasoning models perform internal Chain-of-Thought before returning final results, consuming large amounts of tokens and computation time in exchange for deeper understanding and lower error rates.79% similarVerifiedTest-time Compute Scaling improves model performance by investing more computational resources during the inference stage, and research indicates it is more efficient than simply increasing model parameter count on certain tasks.78% similarUnverified测试时计算(test-time compute)允许模型根据问题难度动态调整计算投入,是近年AI领域的重要范式转变76% similarVerified思考模型在输出前会经历内部链式推理(Chain-of-Thought)过程,在数学证明、代码调试、复杂逻辑推理等任务上表现优于标准模型,代价是延迟更高、计算成本更大76% similarVerified推理能力基于思维链(Chain-of-Thought, CoT)技术,模型在给出最终答案前生成内部逐步推导过程76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/573192API
curl https://kongchang.com/api/v1/knowledge/claims/573192MCP
get_claim(id=573192)