For educators
Course design, AI literacy, assignment redesign, feedback, and judgment.
Book · 2025
AI adoption is 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.
The book focuses on the work that survives software updates: scoping tasks, evaluating outputs, protecting critical thinking, and designing human-centered routines for automated systems. It's written for educators building AI-aware courses, leaders guiding institutional adoption, and students preparing for a workplace where judgment matters more because automation is everywhere.
ISBN 979-8993144207. Amazon ASIN mapping & approved cover image pending confirmation.
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.