Curriculum
Ten months. One frontier.
Each module pairs a short asynchronous lesson with a 60-minute live cohort session and applied campus work.
- Module 01·July / AugustLive
The Frontier Awaits
Welcome/Orientation
Establish the Human-in-the-Loop mindset and build a shared understanding of the SEE Framework lenses.
- Module 02·SeptemberLive
Under the Hood
The Foundations
Demystify large language models, training data, and the limits of prediction-based systems.
- Module 03·OctoberLive
The Safety Net
Privacy, PII, and Human Agency
Identify PII, anonymize prompts, and apply a risk-assessment framework for AI tasks.
- Module 04·NovemberLive
The Art of The Prompt
Context-Setting and Iteration
Move beyond using AI to partnering with it through context-setting, iteration, and the CO-STAR framework.
- Module 05·DecemberLive
The Ethical Compass
Bias, Sycophancy, and Disclosure
Surface algorithmic bias, recognize sycophancy, and practice transparent disclosure of AI use.
- Module 06·JanuaryLive
The Auditor's Lens
Verification and Hallucination
Step into the role of the Auditor: verify outputs, hunt hallucinations, and apply the Critical Filter.
- Module 07·FebruaryLive
The Human Center
Human/AI Balance
Use Friction by Design to preserve human agency, expertise, and connection in your daily workflow.
- Module 08·MarchLive
The Global Ripple
Societal Impact
Account for the environmental, labor, and equity footprints of the AI tools we lead.
- Module 09·AprilLive
The Blueprint for Change
Instructional Design & Capstone
Apply the SEE Framework to prototype a high-impact campus artifact through Problem-First design.
- Module 10·MayLive
Leading the Legacy
Sustainability & Showcase
Celebrate your capstone, evaluate Artifact Impact, and chart sustainable AI literacy across your campus.