Metacognitive Scaffolds Create Productive Friction for AI-Assisted Knowledge Work.

arXiv:2610.30945v1 Announce Type: cross Abstract: Generative AI imposes new metacognitive demands on knowledge workers as their work shifts from production to planning, evaluation, and orchestration. In a randomized, between-subjects experiment on AI-assisted