Heng-Zhi Ye

When No One Owns the Judgment: Accountability Under Contribution Dissolution in Human-AI Collaboration

This work exposes the limits of disclosure rules and provenance records as responses to AI-mediated collaboration and offers three directions for discussion: distinguishing the roles AI plays, identifying judgments that require clear human ownership, and creating conditions in which AI involvement can be disclosed with...