arxivcs.AIstat.ME2026-07-17
Nonuniformity Principle in Human-AI Coworking
As generative AI is increasingly applied to automate multi-step and high-stake workflows, human judgment and involvement remain essential for ensuring the quality of AI-generated outputs. In practice, while it is desirable for human experts to provide oversight on AI regularly, o…