AI Toolkit Topic Collection

Reading path

Use this page as an academic reading path: start with selected notes, then move to teaching material, session topics, and related records where relevant.

Start with the overview page, then move to selected notes and teaching material.
Use speaking and contact links when the topic needs an invited session or institutional program.

Academic notes

AI Governance Checklist for Academic Departments
A governance checklist covering roles, policy, approved use, privacy, review cycles, and academic accountability.
Prompt Engineering for Faculty Members
An academic note on writing prompts that support teaching, assessment, feedback, classroom activities, and faculty productivity without replacing professional judgment.
AI Policy Template for Colleges and Universities
A policy structure covering permitted use, restricted use, disclosure, privacy, assessment, and governance.
AI Readiness Checklist for Academic Departments and Institutions
A planning checklist for policy, curriculum, faculty development, approved tools, assessment design, and governance.

Teaching material

AI Readiness Checklist for Academic Departments
A department-level checklist for governance, faculty readiness, assessment, tools, privacy, and review.
Faculty Prompt Bank for Teaching and Assessment
Prompt patterns for lesson planning, rubrics, feedback, MCQs, caselets, discussions, and limitations.
Generative AI Classroom Policy Template
A template faculty can adapt for course-level AI use, disclosure, restrictions, and academic integrity.
AI Disclosure Statement Examples
Examples students and researchers can adapt to describe how AI was used, verified, and bounded.
Research Workflow Checklist
A staged checklist for using AI responsibly from topic selection to publication preparation.