Staging environment
Free Lesson

What AI Regulation Actually Requires of Engineering Teams

30 min
May 2, 2026 10:00 AM
Virtual (Zoom)

In this video

What you'll learn

Classify any AI system into the 4 regulatory risk tiers

You'll see the 4-tier framework underpinning EU AI Act, NIST RMF, and state laws. Then classify your own system live.

Spot the 5 documentation failures that fail audits

We'll tear down real model cards, data lineage docs, and monitoring dashboards to show where auditors actually look.

Use a 10-item checklist to verify any AI deployment

A pin-to-your-desk compliance checklist you can apply Monday morning to any AI system in your organization's pipeline.

Why this topic matters

AI regulation enforcement is no longer hypothetical. Colorado's AI Act is active. NYC has enforced bias audits since 2023. NIST AI RMF is showing up in enterprise contracts. Fines reach $35M or 7% of global revenue under EU AI Act. Engineering teams have weeks to translate legal language into production systems. Closing that gap is the difference between shipping and stalling.

You'll learn from

Dr. Faiz Ahmad

Dr. Faiz Ahmad

AI Governance Advisor. Penn State PhD. NeurIPS + IEEE research. 300+ trained.

See all products from Faiz Ahmad