Module 1: Cyber Ethics & Authorized Use

Set the rules of the lab. Students sign a real safety agreement, learn the line between ethical and unauthorized use, and practice classifying real scenarios.

60 min · beginner

AI Fluency, Unit 5: The Big LLMs - Comparing Frontier Models

Hands-on tour of the frontier: GPT, Claude, Gemini, and the open-weight challengers. Students compare strengths, context windows, pricing, safety behavior, and learn to pick the right model for the job instead of defaulting to whatever app they opened first.

180 min · intermediate

AI Fluency, Unit 9: AI Risks - Hallucination, Bias, Privacy, and Prompt Injection

The risks unit. Hallucination as a systemic feature, bias as a measurable property, privacy in the prompt era, and the security side: prompt injection, jailbreaks, data exfiltration, and model supply chain. Honest, calibrated, no doom and no hype.