AI at Colorado School of Mines

Strategic Initiative

Engineering the AI-Ready Workforce

Human Centered. Industry Ready. Future Focused.

Mines AI Strategic Initiative ID

At Colorado School of Mines, we’re integrating AI thoughtfully, ethically, and strategically to prepare graduates who are ready to lead in an AI-enabled world. To meet the shifting workforce needs and address the evolving landscape in higher education, Mines is focused on three priorities:

  • Clear Guidance: Consistent, transparent expectations for AI use
  • AI Literacy: A shared baseline for what every Mines graduate should understand related to AI, tailored by discipline
  • Real Support: Faculty development, redesigned coursework and hands-on learning supported by a network of university resources, faculty and student leaders.

View all Strategic Initiatives

Preparing Engineers for an AI-Enabled World

Students working on computers in the Applied Mathematics and Statistics classroom

At Mines, AI strengthens human intelligence by enhancing creativity and preparing leaders for industries being transformed in real time. Our AI initiatives are co-created with students and faculty and shaped by ongoing input from industry partners and alumni. We’re focused on building the future workforce with the skills and perspective needed to apply AI effectively across engineering and science.

Scaling AI Across the Curriculum

The first iteration of the AI@Mines Literacy Framework is designed to prepare graduates to be leaders of responsible, ethical innovation in an AI-integrated future. Organized around five key areas, this shared framework equips Mines students with a unique combination of knowledge, skills, and mindsets necessary to critically engage and shape AI across STEM fields as engineers, collaborators, and decision-makers.

Scaling the framework across the curriculum is underway and will continue to be refined in partnership with faculty and industry, building toward cohesive, program-level approaches grounded in academic rigor and evolving workforce needs. This work is being actively supported through course pilots, curricular initiatives, strategic hires, and new faculty fellowships in AI. As implementation progresses, students will engage with AI in increasingly sophisticated ways throughout their academic journey—moving from foundational exposure to discipline-specific applications—to ensure they are prepared to apply AI responsibly and effectively in professional contexts.

Mines campus near the student center

Research and Expertise

AI research and faculty-led initiatives at Mines span computer science, engineering systems, energy, and beyond, advancing both the practical application of AI and the study of its impact across disciplines.

Together, this work reflects a campus-wide commitment to applied AI, educational innovation, and workforce preparation — reinforced by more than 50 faculty who have completed the Trefny Center’s Teaching and Learning Lab: Human-Centered AI, redesigning assessments to promote critical thinking, set clear expectations, and strengthen student learning in the age of AI.

Mines is home to experts who can speak to how AI is transforming higher education.

AI Tip Sheet and Expert Commentary

Learn AI at Mines

Whether you’re starting your undergraduate journey or advancing your career, Mines offers pathways to build AI expertise:

  • AI-integrated courses across engineering and science disciplines throughout the undergraduate experience
  • Professional development and workforce training through Mines ProEd
  • Graduate programs that integrate AI, such as the Applied Machine Learning track in the professional master’s in Computer Science

AI at Mines: Frequently Asked Questions for Future Students

How will a Mines degree prepare me for a world with AI?

AI will continue to change the tools we use and the way work gets done. A Mines education prepares you for that change by giving you a in your field and teaching you how to solve complex, real-world problems.

Mines graduates combine:

  • Strong technical expertise
  • Professional and communication skills
  • Teamwork and leadership experience
  • Business, ethical reasoning, and systems thinking
  • The ability to use and evaluate emerging technologies, including AI

As AI continues to evolve, a Mines education will prepare you with the technical knowledge and human skills employers will continue to value, so you can use new technologies effectively, exercise sound judgment and adapt throughout your career.

 

 

 

Do I need to know how to use AI before I come to Mines?

No! You don’t need any prior experience with AI to come to Mines. We’ll help you build your AI literacy throughout your education, from understanding how AI works and using it responsibly to exploring how it applies to your field of study. You’ll also develop the critical thinking, creativity, communication, and other human skills needed to work effectively alongside AI.

Can I study AI at Mines?

Yes! While Mines does not offer a standalone AI degree, you can explore AI through courses, research, and hands-on projects in your chosen field of study. You’ll also have opportunities to build AI literacy and learn how to use AI responsibly and effectively as part of your Mines education. You will learn this while developing the technical and human skills needed for your future career.

How will I know when it’s acceptable to use AI in courses?

You won’t have to figure it out on your own! At Mines, your instructors will explain when and how you can use AI in their courses. You may be encouraged to use AI for some assignments and asked to work independently on others. You’ll have clear guidance and opportunities to learn how to use AI responsibly throughout your Mines education.

 

How can I prepare for a future where AI is changing so many jobs?

At Mines, we help students develop the technical foundations, critical thinking, professional judgment and adaptability needed to thrive in an AI-enabled world, combining the ability to work effectively with emerging technologies with essential human skills such as problem solving, communication, teamwork, ethical reasoning and creativity. Students who understand both their discipline and how AI is changing professional practice will be better prepared to adapt, innovate, and lead throughout their careers.

How will I use AI in my classes at Mines?

Mines is taking a faculty-led approach to AI integration across coursework. Rather than creating a single AI requirement or expecting every student to take the same AI courses, faculty are examining how AI is changing their disciplines and identifying opportunities to incorporate relevant tools, concepts, and skills into existing courses and programs.

This includes:

  • Exploring how AI is changing engineering and scientific practice.
  • Teaching students how to evaluate AI-generated information critically.
  • Introducing discipline-specific AI applications and tools.
  • Discussing ethical, societal, and professional implications of AI.
  • Helping students understand when AI can be useful and when human expertise remains essential.

Our goal is to prepare graduates who can adapt as AI technologies evolve and apply them responsibly within their chosen profession.

Will AI replace engineers and scientists?

AI is becoming a powerful tool, and science and engineering remain fundamentally human endeavors. AI can help generate ideas, analyze data, identify patterns, and automate certain tasks. We expect future engineers and scientists to work alongside AI much as they work alongside other advanced technologies today. Mines is preparing students to understand both the capabilities and limitations of AI so they can use it effectively throughout their careers.

Will using AI at Mines mean students learn less or rely on AI to do their work?

No. Mines’ approach to AI is grounded in the belief that students still need to learn how to think, solve problems, communicate, create, and exercise their own judgment. AI can be a powerful tool, but knowing when to use it, how to evaluate what it produces, and when not to use it are increasingly important skills.

That’s why AI@Mines focuses on both AI literacy and eight human skills that students will continue to develop throughout their education. Artificial intelligence is affecting science and engineering while we debate whether we approve of its existence. Choosing not to use technology can be an informed decision. Choosing not to understand is not a sound educational strategy. Our responsibility is to prepare students to navigate that reality with knowledge, ethical judgment, and independent thought.