Unverified50% confidenceOpinionExact time
When execution speed exceeds thinking speed, the human role shifts from hands-on implementation to issuing intent, reviewing results, and adjusting direction.
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedHigh thinking intensity may lead to worse output in creative generation tasks, manifesting as over-reasoning or excessive caution, resulting in simplified visual elements and stiff movements.70% similarUnverifiedThe core finding of the research is that highly effective steering methods tend to achieve conditioning at the cost of fluency—the more powerfully a method manipulates model behavior, the more noticeably the naturalness and coherence of the generated text decline.70% similarUnverified冗长的技能描述会消耗更多token并可能淹没触发信号,降低路由决策准确率70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1104384API
curl https://kongchang.com/api/v1/knowledge/claims/1104384MCP
get_claim(id=1104384)