Unverified50% confidenceSolutionExact time
The improvement loop Voss describes is: use evaluation results to decide what to prioritize improving, and then after making changes use the same set of evaluations to confirm that the Agent has indeed gotten better.
1
Sources
50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEvaluation (evals) means establishing a measurable set of criteria to judge agent performance, so that it is possible to know whether each change makes the system better or worse.69% similarVerifiedIt is recommended to incorporate the Agent evaluation system into the regression testing process to quickly verify whether performance degradation has occurred after each model or prompt update68% similarUnverifiedWhen evaluating dependency-synchronization patch updates, the core focus should be on whether the upstream packages it depends on have introduced behavioral changes, rather than on the patch package itself.68% similarUnverified有界改进循环的流程为：注册假设、实现最小可测试变更、训练挑战者模型和不变的对照模型、评估两者，最终决定KEEP、REVERT或PAUSE68% similarUnverifiedEvaluation should use a fixed evaluation set and be data-driven through iteration, running the evaluation set after each modification to observe score changes and judge the effect of the change.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1135096API
curl https://kongchang.com/api/v1/knowledge/claims/1135096MCP
get_claim(id=1135096)