Unverified50% confidenceConceptExact time
Alignment problems are hard to verify internally, because the development team may inadvertently optimize for its own test set, creating "alignment theater"—appearing aligned while in fact only passing specific tests.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
Unverified设计判断力这类偏主观的能力很难通过统一基准测试量化79% similarUnverifiedBenchmark tests have limitations, and high scores do not necessarily equate to real-world application capability.77% similarUnverified当所有参赛队伍都能拿出漂亮的Demo时,评委难以判断哪些是真正的工程能力,哪些只是提示词工程的产物74% similarUnverifiedUnit tests cannot discover boundary failures, because boundary failures exist in the gaps between components, and each component's author assumes the other party will enforce the constraints; boundary testing requires thinking like an attacker rather than like a verifier.73% similarVerifiedBenchmark leaderboards measure a model's test-taking ability rather than its ability to solve real problems73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1038984API
curl https://kongchang.com/api/v1/knowledge/claims/1038984MCP
get_claim(id=1038984)