Unverified60% confidenceSolutionExact time
The highest reasoning mode does not equate to task completion capability.
2
Sources
60%
Confidence
Long-term
Relevance
9/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe linear assumption that more parameters means greater capability does not necessarily hold, and blindly stacking parameters may not improve performance.78% similarUnverifiedReasoning intensity is unrelated to answer length; even short answers may require substantial reasoning.77% similarUnverifiedThere is a Pareto frontier trade-off among reasoning depth, response speed, and cost efficiency, with no single model able to simultaneously achieve optimal performance on all task dimensions.75% similarUnverifiedThe pruned model cannot have its reasoning intensity set to the MAX level; otherwise, it easily falls into inference loops.75% similarUnverifiedSetting Wonder's reasoning effort to max does not make it become Full.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/885722API
curl https://kongchang.com/api/v1/knowledge/claims/885722MCP
get_claim(id=885722)