Beyond Bias: What Every Student Needs to Know About Al
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Presenter: Marc Goodman, Department Chair and Instructor, Computer Information Systems
AI can be a powerful tool for producing high-quality content quickly and efficiently. But it can also
produce output that looks convincing but lacks fidelity. Participants will learn a framework for
exposing how engineering choices can create systems that are not just biased but are actively
deceptive. We will explore practical detection techniques and classroom strategies to teach
students critical thinking skills for safer, more effective AI use.
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