Documented Learning: Process over Product in the Age of AI
Education is at a pivotal crossroads in an era dynamically shaped by artificial intelligence. Never before have students been able to outsource not just fact-finding, but also the agency of task completion to artificial intelligence. As technology reshapes how knowledge is accessed and created, this book explores a paradigm shift that moves classroom emphasis from the final product to the learning process.
Documented Learning: Process over Product in the Age of AI provides educators, instructional supervisors, and administrators with a timely framework for re-centering classrooms on the learning process, while embracing the opportunities offered by AI and making learning more visible. Drawing on foundational and current research, Dr. Marla James explains how documenting learning can transform classrooms into spaces of reflection, creativity, and authentic student ownership.
From AI-use logs and reflective journals to video portfolios and collaborative documentation, James discusses practical strategies that shift students away from passively consuming AI outputs and toward active engagement, critical thinking, and metacognition. Along the way, she highlights a variety of specific AI tools and how teachers can harness them ethically and effectively.
Readers will learn how documented learning:
- Mitigates overreliance on AI by making student thinking visible.
- Builds metacognitive habits and deeper critical analysis.
- Encourages creativity, originality, and authentic assessment.
- Prepares students for a future workforce where adaptability and AI fluency are essential.
Packed with classroom examples, current research, and actionable practices, James challenges the traditional focus on end products, such as grades, tests, and final papers. Instead, James offers educational strategies to bring the process of learning back into focus and make student work more transparent and authentic.
Perfect for K–12 teachers, instructional leaders, and higher education faculty, this book is both a call to action and a practical guide for educators to empower students for a learning journey that must navigate a dynamic, AI-infused world.
