AI literacy
What does AI literacy cover in AI governance?
3 competencies are filed under it: Working AI fluency, How models work, at a governance depth, AI literacy training and enablement design. Each has its own page saying what it means in practice.
The competencies filed under it
- Working AI fluency
Uses generative AI tools daily, knows what a model can and cannot do, and can say where an output should not be trusted.
AI Literacy
- How models work, at a governance depth
Explains training, tokens, context windows, embeddings, retrieval and fine-tuning well enough to ask an engineer a precise question and spot weak evidence.
Technical Evaluation
- AI literacy training and enablement design
Designs role-based AI training that measures skill, not attendance, with approved-use guidance, office hours and communities of practice.
People and Workforce
Roles that ask for it
- AI Literacy Lead2 of 3 competencies
- AI Adoption and Enablement Lead2 of 3 competencies
- AI Governance Manager2 of 3 competencies
- Operations Manager, AI-ready2 of 3 competencies
- Chief AI Officer2 of 3 competencies
- AI Controls Analyst1 of 3 competency
- AI Governance Analyst1 of 3 competency
- AI Governance Coordinator1 of 3 competency
- Compliance Analyst1 of 3 competency
- Cybersecurity Risk Analyst1 of 3 competency
- Governance Analyst1 of 3 competency
- GRC Associate (AI)1 of 3 competency
- Privacy Analyst1 of 3 competency
- AI Auditor1 of 3 competency
- AI Engineer, production systems edition1 of 3 competency
- AI Evaluation Specialist1 of 3 competency
- AI Governance Engineer1 of 3 competency
- AI Model Validator1 of 3 competency
- AI Policy Analyst1 of 3 competency
- AI Privacy Engineer1 of 3 competency
- AI Product Manager, responsible product edition1 of 3 competency
- AI Program Manager1 of 3 competency
- Data Governance Lead1 of 3 competency
- AI Regulatory Counsel1 of 3 competency
- AI Security Architect1 of 3 competency
- Model Risk Manager1 of 3 competency
- Responsible AI Lead1 of 3 competency
- Robotics AI Engineer, embodied systems edition1 of 3 competency
- Chief Audit Executive, AI audit edition1 of 3 competency
- Chief Technology Officer, AI engineering edition1 of 3 competency
Where it is taught and graded
51 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 1: Digital Foundations (1)
- Module 2: AI Fundamentals (4)
- Module 3: Ethical and Responsible AI and Operational Governance (1)
- Module 4: Practical AI Workflow Design and Prompt Engineering (7)
- Module 6: AI in the Workplace and Team Leadership (5)
- Module 7: Advanced AI Literacy (3)
- Module 8: Assessment and Continuous Learning (1)
- Module 13: Bonus: AI for Educators (3)
- Module 0: The Point Person Mandate (1)
- Module 1: Foundations of AI for Lobbyists (1)
- Module 2: AI for Lobbying Productivity (1)
- Module 3: Business and Industry Representation (1)
- Module 7: Policy Influence in Practice (1)
- Module 9: Prompt Engineering for Strategic Persuasion (1)
- Module 23: Technical Credibility Deep Dive (2)
- Module 0: Your Engineering Judgment Command Center (1)
- Module 2: Mechanical Intelligence, the Art of Removing Motors (1)
- Module 7: Research, Benchmarking, and Staying at the Frontier (1)
- Module 9: Frontier and Future Horizons (1)
- Module 10: Responsible Physical AI in Practice (1)
- Module 1: Build Before You Govern (2)
- Module 5: The EU AI Act: The Executive Map (1)
- Module 9: The Humans: Leading People Through AI Change (1)
- Module 2: AI Literacy for Decision Makers (1)
- Module 5: Workforce and Talent in the AI Era (1)
- Module 17: Lab: Unionized and High Regulation Workforces (1)
- Module 4: Feeding the Machines (1)
- Module 8: Lineage Under Audit (1)
- Module 5: Technical Controls and Threat Modeling (1)
- Module 0: Onboarding: China Regulates AI First (1)
- Module 17: AI Governance, AI Risk, AI Security, and AI Assurance (1)
- Module 8: Post-Market Monitoring and Enforcement (1)
Questions
- What does AI literacy cover in AI governance?
- 3 competencies are filed under it: Working AI fluency, How models work, at a governance depth, AI literacy training and enablement design. Each has its own page saying what it means in practice.
- Which roles ask for AI literacy?
- 30 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 AI literacy taught and graded?
- 51 graded topics teach it across 10 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.