Transparency
What does transparency cover in AI governance?
2 competencies are filed under it: Responsible and disclosed use of AI at work, Explainability, transparency and contestability. Each has its own page saying what it means in practice.
The competencies filed under it
- Responsible and disclosed use of AI at work
Applies acceptable-use rules, discloses AI assistance where it matters, and keeps confidential material out of unapproved tools.
AI Literacy
- Explainability, transparency and contestability
Decides what a person affected by an AI decision must be told, how an output can be explained, and how they can challenge it.
Technical Evaluation
Roles that ask for it
- Ethical AI Specialist2 of 2 competencies
- AI Literacy Lead1 of 2 competency
- AI Adoption and Enablement Lead1 of 2 competency
- AI Compliance Manager1 of 2 competency
- AI Evaluation Specialist1 of 2 competency
- AI Model Validator1 of 2 competency
- AI Product Manager, responsible product edition1 of 2 competency
- AI Regulatory Counsel1 of 2 competency
- Responsible AI Lead1 of 2 competency
- Chief Privacy Officer, AI privacy edition1 of 2 competency
- Chief Technology Officer, AI engineering edition1 of 2 competency
Where it is taught and graded
28 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 2: AI Fundamentals (1)
- Module 3: Ethical and Responsible AI and Operational Governance (5)
- Module 5: Critical Thinking and Context Engineering (1)
- Module 6: AI in the Workplace and Team Leadership (5)
- Module 10: AI Security Fundamentals (1)
- Module 11: Bonus: AI Leadership Accelerator (2)
- Module 12: Bonus: SMB AI Adoption Path (1)
- Module 1: Foundations of AI for Lobbyists (1)
- Module 2: AI for Lobbying Productivity (1)
- Module 3: Business and Industry Representation (1)
- Module 13: Legal Frameworks and Liability Navigation (1)
- Module 23: Technical Credibility Deep Dive (1)
- EU AI Act Implementation Expert4 topics
- Module 0: The EU AI Act Expert Role (2)
- Module 5: General-Purpose AI (GPAI) Models (1)
- Module 8: Post-Market Monitoring and Enforcement (1)
- Module 8: Lineage Under Audit (1)
- Module 5: The EU AI Act: The Executive Map (1)
- Module 8: Governance and Responsible AI (1)
Questions
- What does transparency cover in AI governance?
- 2 competencies are filed under it: Responsible and disclosed use of AI at work, Explainability, transparency and contestability. Each has its own page saying what it means in practice.
- Which roles ask for transparency?
- 11 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 transparency taught and graded?
- 28 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.