Unverified50% confidenceCautionExact time
Self-healing cannot determine whether the UI change itself is correct, and a test may still pass after adapting to the wrong element, so steps that have undergone self-healing require manual review.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn self-healing testing, the correctness of the repair action still needs a manual review mechanism as a backstop, to avoid AI 'bypassing' real defects in an erroneous way.77% similarUnverifiedThe correctness of AI behavior cannot be detected with ordinary unit tests and requires the use of evaluation sets; after a prompt is changed, a vision model may miss half the books while the program does not crash.70% similarUnverified自动化检测工具无法判断alt描述语义准确性、键盘焦点顺序逻辑性等语义层面问题，必须结合人工审查和真实残障用户测试69% similarUnverifiedReviewing AI-generated code requires reviewers to assume that the code may be doing the wrong thing even when it looks correct, and to validate around intent rather than implementation.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1033244API
curl https://kongchang.com/api/v1/knowledge/claims/1033244MCP
get_claim(id=1033244)