Unverified50% confidenceOpinionExact time
Under the eval-driven paradigm, the human role shifts from executor to direction setter, focusing on defining problems and metrics.
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
Unverified当涉及生产权限、密钥和外部执行时，应把人放在批准环节，采用'人在回路'的设计原则69% similarUnverifiedArchitectural decisions often have far-reaching consequences, and testing strategies and deployment plans require human judgment and contextual knowledge.68% similarUnverified从个人贡献者到乘数型角色的跃迁，衡量价值的标准从个人技术能力转变为让团队相信问题能够被解决67% similarUnverifiedThe value of security experts may shift from hands-on reverse engineering to a judgment and oversight role of defining problems, validating results, and managing risks.67% similarUnverifiedConsiderate participation examines whether agents, when adapting to changes, take into account affected people, role boundaries, and surrounding workflows.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/990949API
curl https://kongchang.com/api/v1/knowledge/claims/990949MCP
get_claim(id=990949)