LatentLens app icon

AI concepts,
made visible.

Every lesson starts with something you already understand — then builds to the real idea, visualized and interactive. No prerequisites.

39 Lessons 6 Pillars of AI Start Free No Account Needed
Download on the App Store

Free to download · iPhone · iOS 17+ · No login required

39
Lessons
6
Pillars of AI
7
Steps per lesson
0
Prerequisites

How it works

Every lesson follows the same arc

A consistent seven-step structure that takes you from what you already know to a technical idea you can explain to someone else.

1

What you know

An analogy from real life that mirrors the AI concept — no jargon yet.

2

The challenge

Why the everyday version breaks down at scale — revealing the gap to fill.

3

The insight

The key bridging idea that connects the analogy to the real thing.

4

Picture it

A custom illustration that makes the concept visible before you touch it.

5

See it work

An interactive visualization — drag, slide, and build to develop intuition.

6

The name

The precise technical vocabulary, introduced after the intuition is built.

7

Try it

A transfer question in a completely new context to confirm you understand.

Curriculum

Six pillars. One coherent picture.

From the mathematics beneath every model to the ethics that should guide every deployment — LatentLens covers the full landscape of modern AI.

Foundation

The math that powers every AI model — no degree required

Linear Algebra Calculus & Gradients Probability & Statistics Data Representation Information Theory Advanced Linear Algebra

Machine Learning

How computers learn from examples without being programmed

Linear Regression Classification Decision Trees Clustering Bias & Variance Ensemble Methods Reinforcement Learning

Deep Learning

Neural networks that see, hear, and create like humans do

The Perceptron Neural Architecture Backpropagation Convolutional Networks Optimizers & Regularization Recurrent Networks Generative Models

Language & LLMs

How AI reads, writes, and understands human language

Tokenization Word Embeddings Attention Mechanism The Transformer Pre-training & Fine-tuning LLM Agents Hallucination & Grounding

Applied AI

Real tools and techniques you can use and build today

Evaluation Metrics Prompt Engineering RAG Systems Model Deployment Fine-tuning in Practice AI Product Design

Ethics & Safety

Making AI fair, honest, and safe for everyone

Bias & Fairness Interpretability AI Safety Societal Impact AI Governance Environmental Impact

The experience

Touch it to learn it.

Drag, slide, and build — not just read. Every lesson has an interactive visualization you control.

LatentLens home screen showing streak and pillars
Lesson list with free and Pro content
Lesson anchor step with illustration
Interactive visualization playground
Progress screen with badges and XP

Gamification

Build a daily habit.

Small daily sessions compound into deep understanding. LatentLens makes it easy to show up.

🔥

Day Streaks

Keep a streak to build the habit. A short daily session is all it takes.

XP & Levels

Earn experience points for every lesson completed. Track your progress as you level up.

🏅

Badges

Earn milestone badges — first lesson, pillar completions, quiz streaks, and more.

📊

Lesson History

See every lesson you've completed and how you scored on the transfer question.

🔒

Your data stays on your device.

No account. No login. No data sent to any server. Your progress, streaks, and badges are stored entirely on your iPhone using Apple's secure on-device storage. Deleting the app removes everything permanently.

Read our Privacy Policy →

Pricing

Start free. Go deeper with Pro.

The first lesson of Foundations and the first lesson of Machine Learning are permanently free — no timer, no trial, no credit card.

Free
$0
Forever
  • Linear Algebra Essentials (Foundations)
  • Linear Regression (Machine Learning)
  • All 7 lesson steps for both lessons
  • Streak tracking & XP
Download Free
Pro — Monthly
$1.99/month
Billed monthly · cancel anytime
  • All 39 lessons across 6 pillars
  • Interactive visualizations & playgrounds
  • Full badge collection
  • Complete progress history
Get Pro Monthly
Pro — Lifetime
$9.99
One-time purchase · no subscription
  • All 39 lessons across 6 pillars
  • Interactive visualizations & playgrounds
  • Full badge collection
  • Pay once, access forever
Get Lifetime

Monthly and Annual subscriptions automatically renew unless cancelled at least 24 hours before the end of the current period. Manage subscriptions in your Apple ID account settings. All purchases processed securely by Apple. Terms · Privacy

Questions

Frequently asked

Do I need to know maths or programming?

No prerequisites at all. Every lesson starts from an everyday analogy — something you already understand from daily life. The maths and code come later, after the intuition is built, and they're always explained from first principles.

What device does LatentLens run on?

LatentLens is an iPhone app requiring iOS 17 or later. It is optimised for all modern iPhone sizes. An iPad version may follow in a future update.

How long does each lesson take?

Most lessons are 6–8 minutes. You can stop at any point and pick up exactly where you left off — the app saves your position within a lesson.

What's the difference between monthly, annual, and lifetime?

All three plans unlock identical content — all 39 lessons, all visualizations, all badges. Monthly ($1.99/month) and Annual ($7.99/year) are auto-renewing subscriptions you can cancel at any time. Lifetime ($9.99) is a one-time purchase with no recurring charge.

How do I cancel my subscription?

Go to Settings → [your name] → Subscriptions on your iPhone, select LatentLens Pro, and tap Cancel Subscription. Your Pro access continues until the end of the current paid period. All subscription management is handled by Apple.

What data does LatentLens collect?

Nothing leaves your device. All learning progress, streaks, badges, and settings are stored locally using Apple's on-device storage. There is no account, no login, and no server. Deleting the app removes all data permanently. See our Privacy Policy for full details.

Is the content accurate? Will it get outdated?

Lesson content reflects established concepts in AI and ML as understood at the time of writing. AI is a fast-moving field — we update content with new app versions. All content is for educational purposes and should not be used as a sole technical reference for production decisions. See our Terms of Service.