围绕人类核心创造力设计：一种在人机系统中保存创造性自主权的构念

Generative AI can increasingly perform the parts of professional work where a person's judgment and sense of identity are most engaged. The common design instinct is to automate wherever AI can plausibly take over, treating capability as the test. This efficiency-first instinct can erode the skill, judgment, ownership, and professional identity. Human-Centered AI frameworks show how to structure collaboration and keep people in control, but not which elements of a given workflow sustain a person's creative agency. This paper introduces the Human Creative Core: the subset of workflow elements w