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Artificial Intelligence

Understand how AI works and how to govern it ethically

At Lake Forest College, students can explore artificial intelligence (AI) through a first-of-its-kind interdisciplinary minor. With two distinct tracks—AI Studies and AI Governance—this program is designed to help you think critically, act ethically, and lead confidently in a world increasingly shaped by AI.

AI Studies

Students explore how artificial intelligence is shaping the human experience through literature, ethics, history, and the arts. This humanities-driven track invites you to ask big questions about what it means to be human in the age of AI, and offers practical skills for the 21st-century workplace.

AI Governance

Students learn the processes, standards, and guardrails essential for ensuring that AI implementations are ethical, safe, and compliant. Through this minor, graduates become proficient in designing governance plans that cover the entire AI lifecycle, from proper launch and ongoing monitoring to issue resolution and sunsetting.


Lake Forest College is one of the first small liberal arts colleges to offer a comprehensive and interdisciplinary AI credential that is firmly rooted in the liberal arts tradition.

Why study AI in college?

Artificial intelligence is no longer a futuristic concept—it’s a present reality shaping every industry and aspect of life. AI has become embedded in a range of industries, including:

  • Healthcare
  • Education
  • Finance
  • Marketing
  • Film
  • Art and design
  • Computer science
  • And more

Understanding how AI works and how to govern it ethically is essential to our future. Combine an AI minor with a variety of majors to prepare for the changing landscape of future careers.

AI at Lake Forest College

At Lake Forest College, students explore artificial intelligence through a first-of-its kind interdisciplinary minor that centers two important perspectives: AI Studies and AI Governance.

With AI Studies, we assess AI through a societal lens using humanistic practices. There, we ask key questions about the history and impact of AI on human life and the world we live in.

With AI Governance, we assess AI through business standards and safety lenses. There, we ask key questions about the embedded risks using governmental, corporate, and professional standards in the field.

Alongside the AI minor, our robust data science and computer science programs provide opportunities for students to learn how to build AI systems—complementing the minor's focus on assessment and critical engagement.

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Interdisciplinary learning

Combine a variety of disciplines to gain a better understanding of the complexity of the AI landscape.

students and professor working in a lab

Hands-on experience

Learn to use and analyze AI through internships, courses, and mentored research opportunities.

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Humanistic approach

Practice essential liberal arts skills like critical thinking, writing, communication, and analysis to boost your career readiness.

Experiential learning with AI

The AI minor at Lake Forest College offers students a multitude of ways to engage with AI in a hands-on setting.

  • Internships in AI-related fields
  • Mentored research with faculty
  • Partnerships with Chicago-based organizations
  • Engage with real-world case studies across sectors such as healthcare, finance, and autonomous systems
  • Review, assess, and draft governance frameworks for AI and data management systems

AI as an interdisciplinary field

Students taking on a minor in AI in either track will have the opportunity to blend a variety of disciplines in their studies. This liberal arts approach gives students an edge when it comes to applying their AI-based skills and knowledge beyond the classroom.

  • Ethics
  • History
  • Philosophy
  • Literature
  • Media studies
  • Technical AI skills
  • Statistics
  • And more
ZeynepTufekci

Humanities in the Age of Artificial Intelligence and Automation

Techno-sociologist Zeynep Tufekci visited the College for a discussion with Krebs Center Executive Director Davis Schneiderman about a world rapidly adjusting to everything from ChatGPT to big data to the power of the algorithm—and how the humanities might be the key to the future.

Learn More

Gain essential AI-relevant skills

  • Critically analyze the societal and ethical implications of AI
  • Apply interdisciplinary perspectives to address AI-related challenges
  • Communicate effectively about AI to diverse audiences
  • Evaluate AI's impact on culture, literature, and the arts
  • Develop informed perspectives on human-AI interaction, contributing to a nuanced understanding of AI's role in society
  • Navigate the ethical, societal, and regulatory challenges of AI development, deployment and dismantlement
  • Assess and mitigate risks such as bias, discrimination, and privacy infringement, and promote trust through accountability and transparency within AI use
  • Align AI systems with societal values and ethical standards
  • Contribute to the creation of trustworthy AI systems that benefit society

Two tracks of study are available through the AI minor:

AI Studies

In AI Studies, students assess AI through a humanistic lens, asking critical questions about its history, ethics, and cultural impacts.

AI Governance

In AI Governance, students assess AI through a business standards and safety lens. We ask key questions about the embedded risks of these technologies using governmental, corporate, and professional standards from the field.

AI Studies

The AI Studies track is deeply interdisciplinary, blending ethics, history, philosophy, literature, and media studies to examine how AI shapes and is shaped by society. Students will take ethics courses, choose from humanities electives focused on AI, and participate in an AI-focused internship. They will also serve as Krebs Center for the Humanities Scholars.

The AI Studies track offers students hands-on learning opportunities through internships in AI-related fields, providing valuable practical experience. Additionally, the Krebs Humanities Scholar Experience allows students to engage in scholarly work under faculty supervision, focusing on AI-related projects. Furthermore, partnerships with Chicago-based organizations enable students to gain real-world experience and contribute to AI applications and policy discussions, enhancing their understanding and preparedness for future careers in AI.

AI Governance

The AI Governance track focuses on central ethical concerns and technical difficulties related to AI deployment. They must take an ethics class, they must take a humanities class of their choice focused on AI and society, and they must take either a technical AI-related class OR another humanities class. This is in addition to statistics, which is needed as a skill to help with assessment. In the capstone course, AI Governance, students will learn how to use assessment frameworks to develop oversight mechanisms, informed by what they’ve learned in previous classes. We’ll look at real-world scenarios and study AI governance frameworks arising from many entities, like the AI Safety Institution, Microsoft, and the IEEE.

Within the AI Governance track, students will engage in real-world and hypothetical case studies, allowing them to analyze and apply AI governance principles across various sectors such as healthcare, finance, and autonomous systems. They will learn to review, assess, and draft governance frameworks for AI and data management systems, providing practical experience in ethical considerations and regulatory compliance.