Unverified50% confidenceOpinionExact time
The core of the AI collaboration contract proposed in the article includes four points: transparency through labeling, human oversight, brevity-first, and cost internalization.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Claims
UnverifiedA good AI tool handoff document should include three core elements: a task checklist, boundary conditions, and acceptance criteria.70% similarUnverified业界已出现.cursorrules、.github/copilot-instructions.md等类似AI协作规范文件,一套跨工具的AI协作规范标准正在自发形成70% similarUnverified成功落地的AI智能体呈现五大共同特征:范围聚焦、跨系统编排、策略驱动、保持人类参与、为集成而设计69% similarUnverifiedThe layered architecture for human-machine collaboration is: AI first conducts a comprehensive scan to generate a candidate vulnerability list with confidence scores, human analysts verify and rate high-priority findings, and senior experts then perform deep business logic audits and attack chain construction targeting AI blind spots.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/896913API
curl https://kongchang.com/api/v1/knowledge/claims/896913MCP
get_claim(id=896913)