Use AI with purpose
Choose a useful task and give AI the instructions and context it needs.
Hands-on AI learning · Start from zero
Learn AI by doing something useful.
No coding or AI experience needed. Start with Core: practise giving AI clear instructions, checking its answers, and improving the result. Then take your skills further in the direction you choose.
Hands-onMake decisionsGuided practiceCheck and improveUseful skillsApply what you learn
🧠 Your first useful resultExample
Source saysThursday
AI draft saysFriday
Your taskCheck + fix
The source notesCheck the day
The workshop is on Thursday at 14:00 in the library. Twelve places are available. Booking closes on Tuesday.
✓
A source-backed repairChange Friday to Thursday
→You do not need code to spot the mismatch. The source notes give you the fact to use.
Next
Improve the instruction, then try changed details. This is a worked example from Core, not a live AI response or your assessment.
Check before you trust
Compare results with the facts. Spot mistakes, missing details, and limits.
Build skills you can use
Improve your approach and practise applying it when the situation changes.
Practice decisions, not trivia
Work through realistic scenarios where your choices matter. See what happens, understand what needs changing, and try again.
Make a choice
Decide what you would do using the information in front of you.
Check the result
Compare what happened with what you expected. Use feedback to see what worked and what needs attention.
Improve and try again
Repair a mistake, then practise with a changed situation. The aim is a skill you can reuse—not just a right answer.
One foundation · Seven specializations
Core first. Then choose your direction.
Explore AI agents, AI-native software engineering (vibe coding), security & red teaming, evaluation & reliability, product engineering, privacy engineering, or real-time voice & conversational AI.
Every path requires a Core purchase. Add paths alongside Core or later; you do not need to finish Core before buying. Each product has its own 12-month access period, and an expired Core learning term still qualifies.
Explore all seven paths