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AI Fluency for students

Helps students build AI fluency skills for learning, career planning, and academic success through responsible AI collaboration. Applies the 4D framework (delegation, description, discernment, diligence) to student life.

5 lessons3 hr1 quizCompletion badge
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What you’ll learnBy the end of this course, you’ll be able to
  • Explain what AI Fluency means and why it matters for your academic and professional future
  • Apply the 4D Framework (Delegation, Description, Discernment, Diligence) to your AI interactions as a student
  • Distinguish between using AI to do work for you and using AI to genuinely learn
  • Configure an AI learning partner and living learning journal that enhance rather than replace your learning
  • Use AI for career exploration, CV/resume improvement, and interview practice while maintaining your authentic voice
  • Create a personal AI collaboration policy and maintain your role as "the human in the loop"

You've probably tried AI—maybe to help with an essay, solve a problem, or just explore what it can do. But there's a difference between using AI and being fluent with it. This course teaches students how to collaborate with AI effectively, efficiently, ethically, and safely across learning and career contexts.

Rather than focusing on shortcuts or prompt tricks, this course develops lasting skills through the 4D Framework (Delegation, Description, Discernment, and Diligence). Students learn to use AI as a thinking partner that enhances their learning and career development rather than replacing their own critical thinking and creativity.

Through practical applications in academic work and career planning, students discover how to leverage AI to understand concepts more deeply, develop professional skills, and prepare for a future where AI Fluency is essential. The course emphasizes being 'the human in the loop'— maintaining agency, judgment, and responsibility while working thoughtfully with AI systems.

This course is the result of a long partnership between Anthropic and professors Rick Dakan from Ringling College of Art and Design and Joseph Feller from University College Cork. It addresses the fundamental question students face: how can I use AI to genuinely enhance my learning and career success without compromising my own growth and integrity?

The work was supported in part by the Higher Education Authority (Ireland) through the National Forum for the Enhancement of Teaching and Learning.

Recommended prerequisites

This course lightly covers the foundational AI Fluency concepts. However, for deeper understanding, participants should complete AI Fluency: Framework & Foundations before beginning this student-focused curriculum.

It is also recommended that learners have access to an AI chat tool for hands-on practice. Examples in this course will use Claude.ai, but any chatbot will work.

About this course

Completion badge

After finishing the course, you will have the opportunity to take a final assessment and earn a completion badge.

Inside the course

Introduction and AI Fluency Framework

2 lessons

A summary of Delegation, Description, Discernment, and Diligence applied to student contexts

AI Fluency Framework applications for students

2 lessons

Applying the 4D framework to learning and career planning.

Conclusion & badge

2 lessons

Developing personal commitments for responsible AI collaboration and maintaining agency.