AINS graduate course

AINS6005 · AI Ethics, Law & Policy

Core sequence · catalog 2026–27

Description

Normative frameworks, emerging regulation, and operational governance for AI systems in educational and enterprise contexts.

Course shells on the Castalia LMS are provisioned per license; this link opens the LMS to explore the guest demo or landing experience.

Open Castalia LMS Back to catalog

Buy license Continue on the purchase hub to request a license or institutional quote.

Syllabus outline

  1. Modules 1–2 · Frameworks

    • Harm, justice, and accountability
    • Professional codes and institutional review
    • Risk tiers and documentation
  2. Modules 3–4 · Law & standards

    • Privacy and IP touchpoints
    • Sector-specific obligations (survey)
    • Procurement and vendor diligence
  3. Modules 5–6 · Practice

    • Incident response for model failures
    • Stakeholder communication
    • Capstone ethics case study