Unverified50% confidenceOpinionExact time
No AI material design tool can completely eliminate the necessity of experimental validation.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedAI cannot fully replace test engineers because AI cannot deeply understand complex business processes, make risk judgments, or perform compliance verification, and its outputs require secondary validation by professionals.78% similarUnverifiedAI-generated test outputs must be reviewed by humans and cannot be used directly75% similarUnverified生产环境的主分支绝对不能让AI代理随意写入74% similarUnverifiedAI生成的文档不能被视为幂等结果,生产环境中必须经过人工审阅确认后再纳入正式版本管理72% similarUnverifiedAI 生成的测试工程仍需人工审核,AI 无法完全替代对 Appium 底层机制、WebDriver 协议和测试金字塔原理的深入理解71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/901706API
curl https://kongchang.com/api/v1/knowledge/claims/901706MCP
get_claim(id=901706)