The rise of generative AI challenges the traditional copyright system centered on natural persons.
Works created by natural persons through prompt adjustments and output selections often face difficulties in
assessing human contribution due to algorithmic black boxes. Judicial practice recognizes the copyrightability
of such AI-assisted outputs but fails to clarify the depth of human involvement via prompts. This paper focuses
on the normative meaning of “substantial contribution,” correcting deviations in the sweat-of-the-brow doctrine
and actual control theory. It emphasizes the role of human intellectual input in shaping original expression and
advocates a process-oriented review approach. By analyzing creative nodes, causal chains, and contribution
levels, it identifies human creativity beyond technical black boxes, balancing technological innovation with the
anthropocentric values of copyright law.