Unverified50% confidenceFactExact time
In expert pruning, whether an expert is important depends on the routing distribution and can be evaluated based on activation frequency, routing probability mass, or output contribution on a calibration set.
1
Sources
50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor a long time, assessing a person's professional competence has relied mainly on surrogate indicators such as prestigious academic credentials, papers, volume of code, portfolios, and reports, rather than directly measuring competence itself.71% similarUnverifiedRigorous value assessment often requires setting up a control group or conducting stratified analysis in order to methodologically distinguish correlation from causation.70% similarUnverifiedWhen evaluating Agents, it is necessary to distinguish between correctness and consistency; measuring with external correctness labels is more meaningful than simply counting terminal-state consistency.67% similarUnverified判断榜单参考价值取决于评选标准是否透明、评审团队是否专业以及评选依据是否基于实质性贡献67% similarUnverifiedAgent evaluation typically covers dimensions such as Faithfulness, Answer Relevancy, harmful content filtering, and Trajectory Correctness for multi-step tasks.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1136051API
curl https://kongchang.com/api/v1/knowledge/claims/1136051MCP
get_claim(id=1136051)