AI in Higher Education

Comprehensive resources and tools to help educators navigate the integration of artificial intelligence in academic settings while maintaining equity, integrity, and effective learning outcomes.

Navigating AI in Academic Settings

As artificial intelligence becomes increasingly integrated into higher education, faculty and administrators need practical tools and resources to develop effective policies, ensure equitable access, and maintain academic integrity. This collection of resources provides evidence-based guidance and hands-on tools to help you make informed decisions about AI integration in your institution.

AI Policy Generator

Create Custom Syllabus Policies

Generate comprehensive, customized AI use policies for your course syllabi. Choose from different policy approaches and customize details to match your teaching style and course requirements.

  • Multiple policy templates (permissive, limited, restrictive)
  • Detailed paragraph-based output
  • Customizable disclosure requirements
  • Assessment integration options
  • Copy-paste ready for syllabi
Generate Policy

Equity & Risk Checklist

Evaluate AI Tools & Policies

A comprehensive checklist to evaluate AI tools and policies for equity, accessibility, privacy, and bias. Ensure your AI integration supports all students and maintains ethical standards.

  • Accessibility and equity considerations
  • Privacy and data protection assessment
  • Bias detection and mitigation
  • AI literacy requirements
  • Impact measurement guidelines
Start Checklist

Policy Planning Worksheet

Strategic Planning Tool

A hands-on worksheet to help you develop AI policies at institutional, departmental, and course levels. Identify gaps, set priorities, and create actionable implementation plans.

  • Multi-level policy assessment
  • Gap analysis framework
  • Implementation planning
  • Stakeholder consideration
  • Progress tracking tools
Start Planning

Research Reading List

Evidence-Based Resources

Curated collection of high-quality research, articles, and reports on AI in higher education. Stay informed with the latest evidence and best practices from leading researchers and institutions.

  • Peer-reviewed research studies
  • Institutional policy examples
  • Faculty survey data
  • Best practice case studies
  • Regular updates and additions
Browse Resources

AI Implementation Planner

Strategic Planning & Implementation

Complete a comprehensive survey to generate customized implementation plans and actionable documents for your AI integration strategy. Get personalized recommendations based on your institution's specific needs and goals.

  • Comprehensive assessment survey
  • Customized implementation timelines
  • Actionable planning documents
  • Downloadable implementation plans
  • Institution-specific recommendations
Start Planning

AI Policy Readiness Quiz

Assess Your Institution's Readiness

Take a comprehensive assessment to evaluate your institution's readiness for AI policy implementation. Get a personalized radar chart and recommendations.

  • Multi-dimensional assessment
  • Interactive radar chart visualization
  • Personalized recommendations
  • Downloadable assessment report
Take Assessment

Policy Comparison Tool

Compare Different AI Policy Approaches

Compare different AI policy approaches side-by-side to understand their implications, benefits, and trade-offs for your institution.

  • Side-by-side policy comparison
  • Pros and cons analysis
  • Implementation considerations
  • Personalized recommendations
Compare Policies

Case Studies Library

Real-World Implementation Examples

Explore real-world examples of AI policy implementation across different institutions, disciplines, and contexts. Learn from successes and challenges.

  • Real-world implementation examples
  • Filterable by institution type and discipline
  • Lessons learned and best practices
  • Contact information for follow-up
Browse Case Studies

About This Resource Collection

Developed by Sidney Shapiro, PhD, Dhillon School of Business, University of Lethbridge

This collection of AI in higher education resources was developed to address the growing need for practical, evidence-based tools to help educators navigate the complex landscape of AI integration in academic settings. Each module is designed to be immediately actionable while grounded in current research and best practices.

The resources emphasize equity, accessibility, and academic integrity while recognizing the potential benefits of AI tools for enhancing learning outcomes. They are designed to be used by individual faculty members, department chairs, and institutional administrators at various stages of AI policy development and implementation.