Privacy by design
What does privacy by design cover in AI governance?
2 competencies are filed under it: Data classification, access and retention, Privacy by design and privacy engineering. Each has its own page saying what it means in practice.
The competencies filed under it
- Data classification, access and retention
Classifies information, applies least privilege, sets retention and acceptable-use rules, and controls what may enter a prompt, a log or an embedding.
Data and Privacy
- Privacy by design and privacy engineering
Builds minimization, purpose limitation, de-identification, consent and retention into an AI system before launch, with tests that prove it.
Data and Privacy
Roles that ask for it
- Privacy Analyst2 of 2 competencies
- AI Privacy Engineer2 of 2 competencies
- Chief Privacy Officer, AI privacy edition2 of 2 competencies
- AI Governance Engineer1 of 2 competency
- Data Governance Lead1 of 2 competency
- Security Compliance Manager1 of 2 competency
- Third-Party Cyber Risk Manager1 of 2 competency
- AI Security Architect1 of 2 competency
- Chief Data Officer, data leadership edition1 of 2 competency
- Chief Information Officer, technology leadership edition1 of 2 competency
Where it is taught and graded
24 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 3: Consent, Purpose, and the Law of Data (5)
- Module 4: Feeding the Machines (1)
- Module 6: Access and the Keys (4)
- Module 9: The Money of Data (1)
- Module 11: Data Incidents (2)
- Module 12: Adversarial Data Governance (1)
- Module 13: The Frontier Discipline (1)
- Module 1: Digital Foundations (1)
- Module 3: Ethical and Responsible AI and Operational Governance (1)
- Module 13: Bonus: AI for Educators (1)
- EU AI Act Implementation Expert3 topics
- Module 2: AI System Inventory and Classification (1)
- Module 3: High-Risk AI Requirements: The Technical File (2)
- Module 5: Technical Controls and Threat Modeling (1)
- Module 2: Data Reality (1)
- Module 21: Defensive Operations (1)
Questions
- What does privacy by design cover in AI governance?
- 2 competencies are filed under it: Data classification, access and retention, Privacy by design and privacy engineering. Each has its own page saying what it means in practice.
- Which roles ask for privacy by design?
- 10 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.
- Where is privacy by design taught and graded?
- 24 graded topics teach it across 6 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.