For Educators
Course design, AI literacy, assignment redesign, feedback, and judgment.
Book record, 2025, ISBN 979-8993144207
The book frames AI adoption as a promotion. Human value shifts from execution to stewardship, and that shift asks educators, leaders, and students to build new habits for agency, ethics, judgment, and review.
It focuses on the work that survives software updates: scoping tasks, evaluating outputs, protecting critical thinking, and designing human-centered routines for automated systems. The intended audience includes educators building AI-aware courses, leaders guiding institutional adoption, and students preparing for a workplace where judgment matters more because automation is everywhere.
TODO: Confirm Amazon ASIN mapping, approved cover image, and whether a sample chapter may be published.
Course design, AI literacy, assignment redesign, feedback, and judgment.
Adoption strategy, stewardship, capability building, and institutional risk.
Agency, discernment, practical fluency, and preparation for automated work.