AI For Everyone (AI4E)
Part 1 · Know Your AI Readiness
Fifteen short primers, one for each dimension the Personal AI Readiness Index measures. Each primer shows what AI Ready looks like on that dimension so your result becomes something you can act on.
Lesson 1 · D1 Understanding AI
Mindset · What AI Can and Cannot Do
Recognise where you sit on this dimension and explain in plain terms what today's AI tools and agents can and cannot reliably do in your field, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 2 · D2 Learning Agility
Mindset · Keeping Up With AI
Recognise where you sit on this dimension and follow AI developments on a regular weekly cadence or through structured training, and keep what you learn applied, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 3 · D3 Role Positioning
Mindset · Where AI Fits in Your Role
Recognise where you sit on this dimension and identify which of your tasks are routine/coordination (AI-replaceable) versus judgement (irreplaceable), the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 4 · D4 Delegation Disposition
Mindset · Handing Work to AI
Recognise where you sit on this dimension and delegate whole sub-tasks to AI and agents and supervise the result, rather than doing those parts yourself, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 5 · D5 Initiative & Experimentation
Mindset · Trying AI on New Problems
Recognise where you sit on this dimension and try AI on a problem you have not used it for before, on your own initiative, at least monthly, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 6 · D6 Ethics Awareness
Ethics · Spotting Ethical Issues in AI
Recognise where you sit on this dimension and identify the ethical considerations in an AI use and check for bias in the outputs you rely on, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 7 · D7 Risk Awareness
Ethics · Knowing the Risks
Recognise where you sit on this dimension and name three or more common AI risks (bias, mistakes, privacy, made-up answers) including risks from AI that acts for you, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
2 min · self-check
Lesson 8 · D8 GenAI Critical Thinking
Ethics · Checking AI's Work
Recognise where you sit on this dimension and fact-check important AI outputs and review agent-completed work before accepting it, and catch the errors, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 9 · D9 Use Case Identification
Value · Finding Your AI Use Cases
Recognise where you sit on this dimension and identify two or three specific tasks in your own work where AI could genuinely help, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
4 min · self-check
Lesson 10 · D10 GenAI Productivity
Value · Saving Real Hours With GenAI
Recognise where you sit on this dimension and use GenAI regularly enough to save two to four hours a week on specific tasks, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 11 · D11 Data Evaluation
Data · What Good Data Looks Like
Recognise where you sit on this dimension and describe the data-quality needs for both structured data and documents/text in AI work, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 12 · D12 Data Proficiency
Data · Working With Data Day to Day
Recognise where you sit on this dimension and analyse data, create charts, and draw insights as a regular part of your work, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 13 · D13 Tool & Agent Proficiency
Tools · Using AI Tools and Agents
Recognise where you sit on this dimension and use several AI tools regularly, or hand a multi-step task to an AI agent with clear instructions, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check
Lesson 14 · D14 Specification Thinking
Tools · Writing Clear Instructions for AI
Recognise where you sit on this dimension and break a complex job into clear instructions an AI can follow (including what a good result looks like and any limits) the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
4 min · self-check
Lesson 15 · D15 AI-Assisted Creation & Orchestration
Tools · Producing Real Work With AI
Recognise where you sit on this dimension and use AI tools or agents to produce real work (reports from data, tidy files, formatted documents) without any coding, the AI-Ready (L2) bar; the hands-on practice lives in Part 3.
3 min · self-check