Unverified50% confidenceFactExact time
In the author's test run, the worker agent reported passing tests every time, even in one instance where the independent verifier saw that the tests had failed.
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Claims
UnverifiedOnce the test set of a fixed benchmark is made public, it may be incorporated into training data, rendering the evaluation invalid.76% similarUnverifiedPassing tests does not equal correct code; a dedicated code review agent separate from the worker can catch bugs that all other tests miss.75% similarUnverified标准基准测试衡量的是单次工具调用的格式正确性,而真实的生产级Agent失败往往发生在多步序列之中75% similarUnverifiedAfter defining test specifications as a Skill, every AI generation follows a unified standard, resolving the inconsistency problem that existed with direct generation.75% similarUnverified通过打乱测试执行顺序并多次运行,若某测试仅在特定顺序下失败,可推断其与其他测试存在状态污染或隐性依赖75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/992372API
curl https://kongchang.com/api/v1/knowledge/claims/992372MCP
get_claim(id=992372)