Advancing Higher Education with Human-Centric AI Partnerships: A Sustainable Guide for Integrating Generative AI

This guide features a unique, interconnected system of resources. The Human-AI Collaboration & Synergy (HAICS) Guide contains core frameworks for mastering AI use across teaching, learning, assessment, research, and administration (TLARA), plus a Crash Course in AI Ethics & Literacy. The User Experience (UX) Workbooks guide users through strategic planning, implementation, piloting, and scaling GenAI, while the Personalized Adaptive Learning Sessions (PALS) Workbooks employ AI as a partner to help users customize frameworks and solutions for their unique contexts.

David Woodring is an AI Researcher and consultant. He develops human-centric strategies to guide HEIs in navigating large-scale AI integration.