AI-Empowered Youth: Think, Build, Lead (Builder, ages 14-17)
The skills that shape tomorrow. Take AI apart, build with it, and lead how it is used.
- Length
- About 23.5 hours: 14.5 of lessons, 9 hands-on
- Modules
- 12
- Lessons
- 57
- Certificate
- AI-Empowered Youth: Builder
About 8 weeks at 3 hours a week
What you'll be able to do
- Explain the pipeline behind a recommendation feed and redesign its objective with Goodhart's law in mind
- Describe how a neural network learns, including weights, loss and gradient descent, and train one in code
- Diagnose model failures such as overfitting, shortcuts and distribution shift, and test for bias by group
- Explain how game AI, pathfinding, face recognition and voice assistants work, and their trade-offs
- Decide where an AI feature should run, on device or in the cloud, with a reasoned argument
- Apply systems thinking, the 5 Whys and claim-evidence-reasoning to real problems
- Write prompts as specs, test them against criteria and turn the best into reusable templates
- Create stories, art, music, web apps and games with AI while respecting copyright, consent and disclosure
- Design, red-team and safely automate a helper bot, with a human in the loop where it matters
About this track
You will graduate into a world where AI is part of every job, every business and every decision. Builder is for teenagers aged 14 to 17 who want to understand AI properly, think sharply about it and build real things with it, not just scroll past it. The program runs in four seasons. **Season 1, Understand**, takes the AI in your world apart: the recommendation engine behind your feed and what it is really optimising, how neural networks learn (with code you run and change on the page), why models fail and become unfair, and the engineering behind game AI, pathfinding, face unlock, voice assistants and on-device AI. Later seasons move from understanding to thinking critically with AI, building your own projects and tools, and leading: making the case for AI used fairly and well in your school, community or future business. Every lesson follows one rhythm: learn the real concept with an example from your world, play with it in an interactive tool or code playground, build something, and reflect. You will use the thinking tools engineers, scientists and founders rely on: first principles, the 5 Whys, systems maps and feedback loops, Goodhart's law, claim-evidence-reasoning and the debugging mindset. The labs are harder: audit and redesign a recommender, peer-review an AI project, program a game character that cannot be tricked. Everything happens on the platform. The practice AI runs on ARFA's own safe system, so there are no outside accounts to create and no personal details to share.
Who it's for: Teenagers aged 14 to 17 who want to understand how AI works and build with it. No coding experience needed; code is introduced gently where it helps. Parents and carers can follow along.
Key takeaways
- AI-Empowered Youth: Think, Build, Lead (Builder, ages 14-17) is a self-paced online course from ARFA, the TIBLOGICS AI Academy, at beginner level.
- About 23.5 hours: 12 modules and 57 lessons, with hands-on practice.
- Certificate: AI-Empowered Youth: Builder, with a public verification link.
- Available in English and French.
Curriculum
12 modules · 57 lessons · About 23.5 hours: 14.5 of lessons, 9 hands-on
Take apart the recommendation engine behind video and social apps: the pipeline, the signals, what it optimises and why that matters, the loops that build bubbles and rabbit holes, the persuasive design that keeps you scrolling, and an experiment to retrain your own feed.
- 1.1Inside a recommendation engineFree previewDescribe the stages of a recommendation pipeline and change the weights of a simple ranking function to see how the feed changes.15 min
- 1.2What the feed is optimising, and Goodhart's lawIdentify the proxy metric a feed optimises, explain Goodhart's law, and predict the side effects of optimising that metric.14 min
- 1.3Filter bubbles, rabbit holes and feedback loopsMap the reinforcing and balancing loops in a feed and explain how exploration can break a filter bubble.15 min
- 1.4Persuasive design: why stopping is hardAnalyse a habit of long scrolling with the iceberg model and identify the design structures behind it.13 min
- 1.5Run a feed experimentDesign and run a fair experiment to retrain your feed, and report the result using claim, evidence and reasoning.16 min
Module quiz: 80% to pass, unlimited retakes
How you're assessed
Four gates stand between you and the certificate. All four must be cleared.
- 1
Quick checks after every lesson
2 to 3 questions, instant feedback with an explanation. These keep you honest as you go.
- 2
A quiz at the end of every module
8 questions drawn from a larger bank, 80% to pass. Unlimited retakes with a different set each time.
- 3
Timed final exam
A timed, randomized exam covering the whole track.
- 4
Capstone project, reviewed by a human
A practical project scored against a published rubric by a real reviewer.
Questions
Do I need any background to take this?
This track is pitched at Beginner level. Teenagers aged 14 to 17 who want to understand how AI works and build with it. No coding experience needed; code is introduced gently where it helps. Parents and carers can follow along.
How long will it actually take?
About 23.5 hours: 14.5 of lessons, 9 hands-on. About 8 weeks at 3 hours a week. There's no deadline: the pace is yours.
What happens if I fail the final exam?
Exam details are published before you sit it.
Is the certificate actually worth anything?
That depends entirely on whether it's hard to get, so we made it hard. You must pass every module quiz, clear a timed final exam, and have a capstone project approved by a human reviewer against a published rubric. Each certificate carries a public verification link anyone can check.
Is this course available in French?
Yes. The track is offered in English and French; choose your language with the language switcher at the bottom of the page.
What does it cost?
Two options. Own this track for $247 one time, with lifetime access. Or subscribe to this track for $59.97/month; cancel anytime.
AI-Empowered Youth: Think, Build, Lead (Builder, ages 14-17)
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