O0.1 · 16 min
Learn →What you really need to begin
Start with the device and habits you have—not an imaginary perfect setup.
My AINUAKaribu back.
Karibu back.
Let’s make something useful.
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Continue with O0.1 → Connect my account0of 60 released lessons
Launch learning pathway
0/60 complete6 Orientation + 54 Foundations
O0.2 · 18 min
Learn →Create an email address you can keep
Build a durable doorway to learning, recovery and opportunity.
O0.3 · 20 min
Learn →Use strong passwords without relying on memory
One unique key per account, stored somewhere designed for the job.
O0.4 · 18 min
Learn →Turn on two-factor authentication
Add a second lock and keep the recovery route under your control.
O0.5 · 18 min
Learn →Understand data, storage and battery use
Make learning survive real devices, real networks and real budgets.
O0.6 · 22 min
Learn →Use tabs, apps, downloads, screenshots, copy and paste
Master the small moves that make every digital lesson easier.
F1.1 · 18 min
Learn →What AI actually is
Patterns, predictions and people - without the fog machine.
F1.2 · 17 min
Learn →What AI is not
Useful boundaries for avoiding both panic and worship.
F1.3 · 20 min
Learn →The short history that helps you understand today
Seven useful stops from hand-written rules to generative AI.
F1.4 · 19 min
Learn →Four jobs AI does well
Classify, predict, generate and assist - then add judgement.
F1.5 · 18 min
Learn →Your first useful conversation
Turn a vague wish into a small, testable exchange.
F1.6 · 19 min
Learn →Why AI can sound confident and still be wrong
Fluent sentences need evidence, not applause.
F1.7 · 21 min
Learn →Free, paid and open tools: what you actually need
Choose by task, access, privacy and total cost—not logo collection.
F1.8 · 18 min
Learn →Set up a calm, organised AI workspace
Fewer tabs, safer files and a place for the useful prompts.
F2.1 · 17 min
Learn →What a prompt is
An instruction, some context and an agreement about the output.
F2.2 · 20 min
Learn →The anatomy of a strong prompt
Build with task, context, constraints, format and checks.
F2.3 · 17 min
Learn →State the task clearly
Give the model one visible target before adding detail.
F2.4 · 18 min
Learn →Give only the context that helps
Filter for relevance, permission and freshness.
F2.5 · 18 min
Learn →Ask for a usable format
Design the answer for the action that follows.
F2.6 · 19 min
Learn →Use examples to teach the pattern
Show what good looks like—and where the edges are.
F2.7 · 21 min
Learn →Break large work into steps
Create checkpoints before complexity creates surprises.
F2.8 · 18 min
Learn →Iterate: the first answer is a draft, not a prophecy
Improve one variable at a time and know when to stop.
F3.1 · 18 min
Learn →The map of AI tools and capabilities
Choose the job before the brand name.
F3.2 · 20 min
Learn →Text and research assistants
Draft, compare and investigate with a source trail.
F3.3 · 19 min
Learn →Image and design tools
Create visual options with rights and purpose.
F3.4 · 18 min
Learn →Voice, speech and audio tools
Transcribe, speak and edit without stealing a voice.
F3.5 · 20 min
Learn →Video and animation tools
Plan motion, generate responsibly and edit for meaning.
F3.6 · 20 min
Learn →Data, spreadsheet and document assistants
Ask better questions of structured information.
F3.7 · 18 min
Learn →AI inside tools you already use
Use what is already in the software before adding more.
F3.8 · 18 min
Learn →Choose by task, risk, cost and access
Four criteria beat one recommendation.
F3.9 · 18 min
Learn →Voice-first AI
Speak, listen and work without a keyboard.
F3.10 · 19 min
Learn →AI in African and multilingual contexts
Know where these systems are weakest, and work accordingly.
F4.1 · 19 min
Learn →Why AI gets things wrong
Understand the failure before trusting the fluency.
F4.2 · 20 min
Learn →Verify claims, sources and calculations
Open the evidence and do the arithmetic.
F4.3 · 19 min
Learn →Protect personal and confidential data
Share the minimum and use the right environment.
F4.4 · 19 min
Learn →Bias and fairness in plain language
Ask who benefits, who is missing and who can appeal.
F4.5 · 20 min
Learn →Spot scams, deepfakes and synthetic deception
Pause, trace and verify before you react.
F4.6 · 19 min
Learn →Copyright, consent, attribution and likeness
Permission is part of production.
F4.7 · 19 min
Learn →High-stakes decisions need qualified humans
Match review strength to possible harm.
F4.8 · 18 min
Learn →Use and disclose AI honestly
Tell people what matters without theatre.
F5.1 · 18 min
Learn →Write everyday messages and documents
Draft faster without losing context or voice.
F5.2 · 19 min
Learn →Read, compare and summarise long material
Keep the source beside the summary.
F5.3 · 19 min
Learn →Research a question and build a source trail
Search broadly, verify narrowly.
F5.4 · 19 min
Learn →Learn with an AI tutor
Ask for scaffolding, feedback and retrieval practice.
F5.5 · 18 min
Learn →Plan and organise projects
Turn a goal into owners, dependencies and checks.
F5.6 · 18 min
Learn →Prepare for jobs and interviews
Practise honestly with your real evidence.
F5.7 · 19 min
Learn →Translate and communicate across languages
Preserve meaning, tone and local use.
F5.8 · 18 min
Learn →Study without cheating
Use AI to think harder, not to hide the thinking.
F5.9 · 18 min
Learn →Support home and family tasks responsibly
Plan useful routines without surrendering care decisions.
F5.10 · 18 min
Learn →Work on a low-cost phone and limited data
Design a workflow that survives real constraints.
F6.1 · 19 min
Learn →Build an everyday AI workflow
Turn a good chat into a repeatable process.
F6.2 · 19 min
Learn →Work safely with files, images and tables
Know what was actually read before trusting what comes back.
F6.3 · 18 min
Learn →Capture, organise and retrieve knowledge
Build something you can find again in six months.
F6.4 · 18 min
Learn →Use projects, memory and instructions carefully
Persistent context helps until it quietly stops being true.
F6.5 · 18 min
Learn →Build and maintain a prompt library
Turn what worked once into something anyone can run.
F6.6 · 18 min
Learn →Use voice, camera and mobile workflows
Work from the phone in your hand, deliberately.
F6.7 · 23 min
Learn →Collaborate, name versions and keep an audit trail
Make it obvious what changed, who approved it and which file is final.
F6.8 · 22 min
Learn →Recover from common beginner mistakes
Pause, preserve the evidence and return to a known-good step.
F6.9 · 24 min
Learn →Use AI when reading, hearing, seeing or typing is difficult
Choose access support with the learner—not merely for them.
F6.10 · 25 min
Learn →Choose your next learning pathway
Turn foundations into a focused plan for work, enterprise, building, society or teaching.