AI in the Curriculum
Empowering Business Leaders in an AI-Driven World
At Smeal, artificial intelligence isn’t a standalone topic—it’s a strategic, integrated part of how we prepare students to lead. AI is being thoughtfully embedded across the curriculum, so students learn to use it effectively, evaluate it critically, and apply it responsibly in real-world business contexts.
Aligned with AACSB standards, this approach emphasizes the development of durable capabilities: judgment, verification, ethical reasoning, and thoughtful AI application that enable graduates to contribute meaningfully and exercise sound leadership in an AI-enabled business environment.
What "AI in the Curriculum" Means at Smeal
Our approach to AI reflects a broader mission: to graduate students who can lead with confidence, integrity, and informed judgment in an AI-enabled world. This isn’t about chasing the latest tools—it’s about developing leaders who can make smarter decisions in AI-powered workplaces.
AI integration at Smeal is built on five core pillars:
- AI Literacy for All
Every student develops a strong foundation in AI. They learn what AI can—and cannot—do, how generative AI and other tools function conceptually, and where risks such as bias, hallucinations, and over-reliance can occur. - AI Across Business Disciplines
AI isn’t siloed into one course. Students encounter AI across core and elective coursework in marketing, finance, supply chain, HR, operations, and strategy. Repeated exposure helps students understand how AI supports different business decisions and when human judgment is critical. - Responsible and Ethical Use
Ethical AI use is a core expectation. Students learn when to trust AI, when to question it, and when not to use it at all. Concepts like data stewardship, transparency, and academic integrity are embedded throughout the learning experience. - Hands-On, Applied Learning
Students gain real-world AI experience through assignments, projects, cases, and simulations that mirror how AI is used in modern organizations. They’re expected to verify outputs, articulate reasoning, and apply judgment—not just automate tasks. Experiential opportunities like case competitions, hackathons, internships, and global programs reinforce these lessons in professional settings. - Faculty/Staff-Led Communities of Practice
Our commitment extends to the classroom. Faculty and staff receive ongoing support and training to integrate AI consistently and intentionally. Through shared resources and best practices, we ensure high-quality instruction, academic integrity, and a consistent learning experience across programs.
Why It Matters
AI is transforming business quickly. Smeal ensures graduates aren’t just AI users but critical thinkers and ethical leaders who know how to:
- Apply AI in business contexts
- Verify outputs and assess risk
- Use sound judgment when it matters most
These are the skills today’s employers demand, and the foundation future business leaders need.
Frequently Asked Questions
Is AI required in every class?
No. AI is used when it meaningfully supports course learning goals and business competencies, at the instructor’s discretion.
Can students use AI tools?
Yes. When permitted by the instructor and aligned with course expectations. Students are expected to use AI responsibly, transparently, and as a support for learning rather than a shortcut.
How is academic integrity maintained?
Smeal incorporates integrity into assignment design, disclosure expectations, and evaluation. Our approach supports accountability and aligns with the Smeal Honor Code and Penn State Values.
How does this prepare learners for the workplace?
Students learn how to apply AI to real business tasks, evaluate outputs critically, and combine AI tools with human judgment, skills employers expect in organizations.