Prompt Engineering Tutorial 0/120 lessons ~6 min read Lesson 81
Compliance & Ethics
Compliance and ethics layer atop governance: GDPR, HIPAA, EU AI Act, SOC 2, plus ethical guidelines (fairness, transparency, accountability).
Course progress0%
Focus
6 guided sections
Practice signal
Examples included
Career prep
Foundation builder
Introduction
Compliance and ethics layer atop governance: GDPR, HIPAA, EU AI Act, SOC 2, plus ethical guidelines (fairness, transparency, accountability).
Beginner analogy: Like food safety — rules vary by jurisdiction; consequences are real.
Understanding the topic
Core concepts to understand:
- Data: PII redaction, residency, right-to-delete.
- Bias: test outputs across demographics.
- Transparency: tell users they're talking to AI.
- Accountability: log + review high-stakes decisions.
- Sectoral: HIPAA (health), SOX (finance), FERPA (edu).
Syntax reference
Visual workflow / architecture:
bash
Compliance pillars:Privacy · Bias · Transparency · Accountability · Sector rules
Real-world use
EU AI Act fines reach 7% of global revenue for non-compliance. HIPAA breaches mean millions per incident.
Best practices
- Embed compliance in eval (e.g. PII leak tests).
- Disclosure UX from day one.
- Quarterly bias audits.
Hands-on exercise
Interview preparation — practice these questions:
- Q1. EU AI Act core requirements?
- Q2. HIPAA for AI?
- Q3. Bias testing — how?
- Q4. Disclosure UX?
Ready to mark this lesson complete?Track your journey across the entire course.