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Free forever to start · Bring your own AI keys · No GitHub required

Learn AI like the field actually moves.

89 lessons. Real Claude AI tutor. ElevenLabs voice narration. Cryptographically signed certificates that anyone can verify. AI-graded capstone projects. Updated as the field moves — Sora 2, Veo 3, Claude 4.7, MCP, Llama 4 — all current as of May 2026.

The only AI learning app built around the actual science of retention. Not flashcards on a treadmill. Not stale 2023 content. Not auto-renewal traps.

89
Lessons
8
Tracks
0
Dollars / day
🎓
🔥 12
1,840 XP
❤️ 5/5
🦊
Welcome back,
Cory
Level
Lv 14
Continue learning
Prompt Engineering
Chain of thought
+30 XP
🔄
Daily Review
3 due
🎓
Certificates
2 earned
89 LESSONS·SPACED REPETITION·CLAUDE TUTOR·ELEVENLABS NARRATION·CRYPTO-SIGNED CERTS·AI-GRADED CAPSTONES·TEACHER DASHBOARD·LEAGUES + STREAKS·89 LESSONS·SPACED REPETITION·CLAUDE TUTOR·ELEVENLABS NARRATION·CRYPTO-SIGNED CERTS·AI-GRADED CAPSTONES·TEACHER DASHBOARD·LEAGUES + STREAKS·
The Problem

95% of online courses[1] never get finished.

😴
Stale content
Most AI courses you've taken are obsolete within 90 days. Sora was new last year. Claude 4 wasn't out. The field outran the curriculum.
💸
Predatory billing
$39.99 auto-renewals you didn't see coming. "Remote job support" promises that go nowhere. BBB complaints across the category.
🧠
Knowledge evaporates
Without spaced repetition, you forget 80% within a week. Courses that don't resurface concepts at optimal intervals are just expensive entertainment.
"You don't have a learning problem.
You have a retention problem."
How it works

Three loops that actually make knowledge stick.

01
📚

Learn it richly

Each lesson opens with a multi-paragraph concept card. Then a real-world example showing the concept in the wild. Then interactive practice. Then a takeaway summary that locks the key idea in.

  • Multi-section concept cards
  • "In Practice" real-world scenarios
  • Optional 3Blue1Brown / Karpathy deep-dive videos
  • ElevenLabs audio narration on every card
02
🔄

Lock it in

Every completed lesson gets auto-scheduled for review at 1, 3, 7, 14, 30, 60, 120 days — the Anki SM-2 algorithm[2]. Wrong answers go to the Mistakes Bank for focused review. Streaks reward consistency without punishing missed days.

  • SM-2 spaced repetition (89% retention)
  • Mistakes Bank — wrong answers resurface
  • Streak Freeze — 1/week, anti-churn safety net
  • Proactive AI tutor when you're stuck
03
🏗️

Prove it

Every track ends with a real-world capstone project graded by Claude against a rubric. Pass and earn a cryptographically signed certificate — publicly verifiable, LinkedIn-shareable, tamper-proof.

  • 8 real-world capstone projects
  • AI-graded with rubric feedback
  • ECDSA P-256 signed certificates
  • Public verification URLs anyone can check
Inside the app

Built like a product, not a course catalog.

Mobile-first — now with a full-screen desktop experience too. Switch between a gamified mode and a focused professional mode, in dark or light theme. Audio narration on every concept. Cryptographically verifiable certificates. A real Claude tutor that knows your progress.

❤️ 5
Concept
Attention
As the model processes each token, it peeks at every other token and decides which ones matter. Each token gets a custom-weighted view of every other token.
💡 Key
Self-attention is the transformer's superpower.
Lesson player
Audio on every concept
ElevenLabs voices · 0.75–1.5x speed · auto-narrate optional
Earned
Prompt Engineering
✦ NEURON ✦
Certificate of Completion
Cory
has successfully completed
PROMPT ENGINEERING
🔒 Signature valid
NEUR-CERT-K7M3X9
LinkedIn
Post to X
Certificate
Crypto-signed, LinkedIn-ready
ECDSA P-256 · Public verify URL · 2828×2000 PNG export
🤖
AI Tutor
Neo ● Claude live
Explain attention like I'm 12
🤖
Imagine you're reading a sentence. As you read each word, your brain quickly checks the other words to figure out what matters. That's attention.

In "the cat that sat on the mat was orange," when you read "was orange," your brain attends to "cat" — not "mat" or "sat."

Models do this with math. Stack it 96 times → GPT.
Quiz me
🤖
Quick one: What does temperature do in an LLM?
(a) controls randomness
(b) sets GPU temp
(c) changes model size
Ask Neo anything…
AI Tutor
Real Claude, knows your progress
Streaming · context-aware · proactive when you're stuck
Trophies
League
Achievements
Friends
🥇
League
Gold League
Rank #3 · 4d left
🥉
🥈
🥇
💎
❤️
💚
💜
🤍
🖤
💠
1
🦊
Ada
2,184
2
🐉
Geoff
2,012
3
🦊
You YOU
1,840
4
🐱
Mira
1,654
League + Friends
10-tier weekly cohort
Bronze → Diamond · auto-promote top 3 · friend codes for cross-device social
Features

Eight reasons nothing else compares.

Each one closes a specific gap competitors leave open. Stack them and you've got a learning system that actually works.

01

Spaced repetition built in

Anki's SM-2 algorithm. Every lesson auto-schedules reviews at expanding intervals. Studies show 89% retention[2] with SR vs the 12.6% median completion rate[3] of online courses. No other mainstream AI learning app ships this.

Day
1
3
7
14
30
120
📚
02

Real Claude tutor

Live streaming Claude 4.7 — context-aware about your name, level, progress, recent lessons. Goes proactive when you miss 2+ in a row. Not a keyword bot.

03

ElevenLabs narration

8 premium voices. Pick the one that fits your brain. Auto-narrate every concept card while you commute. 0.75x–1.5x speed.

04

Crypto-signed certs

ECDSA P-256 signature on every certificate. Unique ID. Public verification URL anyone can check. LinkedIn-shareable. Tamper-proof.

05

AI-graded capstones

Each track ends with a real-world project. Claude grades against a rubric, returns score + specific feedback. Not multiple choice.

06

Leagues + friends

10-person weekly cohort. 10 tiers Bronze → Diamond. Friend codes. Activity feed. Peer accountability drops dropout 3.4×[4].

07

Teacher dashboard

Create a cohort. Get an EDU-XXXXX code. Students join. You see XP, streaks, lessons, at-risk students. CSV export.

08

Always current

Sora 2, Veo 3, Claude 4.7, GPT-5, Gemini 2.5, Llama 4, MCP — all in here, all current as of May 2026. Updated as the field moves.

Tracks

Eight tracks. Every angle of modern AI.

89 lessons total. From "what is AI" to "ship an MCP server with proper guardrails." Updated continuously.

🧠

AI Fundamentals

9 lessons · Beginner

From neurons to networks. The vocabulary that unlocks everything else.

Prompt Engineering

9 lessons · Beginner→Intermediate

Speak fluent LLM. Get production-quality output on the first try.

🔮

LLMs Deep Dive

12 lessons · Intermediate

Transformers, tokens, attention — plus per-model tour: Claude, GPT, Gemini, Llama, Mistral, Grok.

🛠️

Build with AI

13 lessons · Intermediate→Advanced

API basics, RAG, fine-tuning, evals, observability, prompt caching, batch API.

🤖

Agentic AI

15 lessons · Advanced

ReAct, planner/executor, multi-agent, MCP, tool schemas, structured output, evals, failure modes.

🎬

AI Video & Media

16 lessons · All levels

Sora, Veo, Runway, Kling, Pika, Luma, Midjourney, Flux, Ideogram, ElevenLabs, Suno.

🔌

AI Integrations

12 lessons · Intermediate

Zapier, n8n, Make, MCP servers, API chaining, webhooks, queues, real workflows.

🛡️

AI Safety & Ethics

3 lessons · All levels

Bias, hallucination, privacy. Build things that don't break people.

vs the Competition

No other AI learning app has more than two of these.

Based on May 2026 reviews of Coursive, DataCamp, Coursera, and Brilliant from Trustpilot, Reddit, BBB, and expert sources.

Neuron Coursive DataCamp Coursera Brilliant
Spaced repetition built in
Mistakes Bank (wrong-answer review)
Streak Freeze (anti-churn)
Real personalized AI tutorpartial
Professional voice narrationpartial
AI-graded capstone projectspartialpartial
Cryptographically signed certificates
Public verification URLspartial
LinkedIn-shareable credentialspartialpartial
Skill badges + unit milestonespartial
Friend codes + leaguespartialpartial
Teacher / cohort dashboardpartial
Mobile-first PWA / installablepartialpartialpartial
Offline lessonspartial
Push notifications + streak protection
Coverage current (Sora 2, Claude 4.7, MCP, etc.)partialpartialstale
No predatory billing
Free forever tierpartialpartial

Comparison reflects publicly documented features and review-cited gaps as of May 2026. "Partial" = some users have access, varies by plan, or implementation is limited. Sources: Trustpilot, BBB, Reddit r/MachineLearning + r/learnmachinelearning, expert reviews.

For Educators

Teach a classroom of AI learners.

Create a cohort. Get a join code. Watch your students' progress in real time — XP, streaks, lessons completed, at-risk learners flagged automatically. Export grade data as CSV for your gradebook.

  • Create unlimited cohorts with a one-tap EDU-XXXXX code
  • Live dashboard with member count, active-this-week, avg XP, total lessons
  • Top performers (🥇🥈🥉) and at-risk students (7+ days inactive) auto-surfaced
  • CSV export for gradebooks, LMS imports, and reporting
  • SCORM/xAPI export hooks for Canvas, Moodle, Blackboard (Team tier)
Start as a teacher →
👨‍🏫
Teacher Dashboard
Spring 2026 · CS 101
EDU-K7M3X
28
Members
23
Active this week
1,247
Avg XP
412
Lessons done
🥇
🦊
Riya Chen
2,184 XP
🥈
🐉
Aiden Park
2,012 XP
🥉
🦉
Maya Patel
1,901 XP
Pricing

Honest pricing. No surprises.

Free tier to taste the system (~18 foundational lessons). Upgrade to Pro to unlock the advanced tracks and the full per-model deep dive. Cancel in two taps — no annual lock-in, no fine print, no BBB complaints.

Free
$0
/ forever · Taste the system
Start free →
  • 18 foundational lessons
  • AI Fundamentals (9 lessons)
  • Prompt Engineering basics (3 lessons)
  • LLM foundations — tokens & context (3 lessons)
  • AI Safety & Ethics (3 lessons)
  • Spaced repetition + Mistakes Bank
  • Crypto-signed certificates
  • Friends + leagues
  • 🔒Advanced tracks locked
  • 🔒BYO API keys for tutor + voice
Most Popular
Pro
$19
/ month · Everything unlocked
Start 7-day trial →
  • Everything in Free
  • All 89 lessons — unlocks the advanced tracks
  • Agentic AI · ReAct · MCP · multi-agent
  • Building Production AI · evals · RAG · FT
  • AI Video & Media (Sora, Veo, Runway, MJ…)
  • AI Integrations (Zapier, n8n, MCP servers)
  • All 6 frontier models (Claude, GPT, Gemini, Llama, Mistral, Grok)
  • Unlimited Claude tutor (we cover it)
  • Unlimited ElevenLabs narration
  • All 8 AI-graded capstone projects
  • Push notifications · Cloud Sync · cancel anytime
Team / School
$49
/ user / month · 10-user minimum
Start team trial →
  • Everything in Pro for every seat
  • Teacher dashboard with cohort tracking
  • At-risk student detection
  • Real-time class progress + leaderboards
  • CSV / SCORM / xAPI export
  • Bulk seat management
  • Custom cohort branding
  • SSO (coming) · SLA · Priority support
  • Volume pricing above 25 seats
All plans: No annual lock-in. No auto-renewal traps. Cancel from the app in two taps. We won't email you to "reactivate." Built by people who hated Coursive's billing too.
What you'll experience

Built around how learning actually sticks.

Neuron just launched in beta. While we're collecting real testimonials, here's what early-access learners are reporting — and the cognitive-science research that backs the approach.

📚 Research
"Without spaced repetition, learners forget approximately 70% of new material within 24 hours — the classic Ebbinghaus forgetting curve. SR interventions reliably push retention above 80%."
📊
Ebbinghaus forgetting curve
View research →
🎯 Early access
"The AI-graded capstones changed how I see the material. Claude flagged that my system prompt had no escalation rules. I revised, hit 89/100. That's actual feedback, not a checkmark." — paraphrased from beta interviews
💬
Beta interview · PM
Anonymized · April 2026
📈 The data
"Learners with peer accountability built into their learning environment have 3.4× lower dropout rates than those without — the single largest variable in MOOC completion studies."
🔬
Persistence and dropout review
PMC · 2022 review →
Real testimonials from named users are coming as the beta cohort grows. For now: research-cited claims you can verify yourself.
Frequently Asked Questions

Real answers, all visible.

No accordions. No click-to-expand. Twenty questions, all answered, all readable on this page. That's the bar.

What is Neuron?
Neuron is an AI learning app with 89 lessons across 8 tracks: Fundamentals, Prompt Engineering, LLMs Deep Dive, Build with AI, Agentic AI, AI Video & Media, AI Integrations, and AI Safety & Ethics. It's built around spaced repetition, real Claude AI tutoring, ElevenLabs voice narration, and AI-graded capstone projects with cryptographically signed certificates.
Is Neuron free?
The Free tier gives you 18 foundational lessons — all 9 of AI Fundamentals, the first 3 Prompt Engineering lessons, the 3 LLM foundation lessons (tokens, tokenizers, context windows), and all 3 AI Safety & Ethics lessons. You can bring your own ElevenLabs and Anthropic keys to power the tutor and narration. Pro at $19/month unlocks all 89 lessons including the advanced tracks (Agentic AI, MCP, Building Production AI, Video & Media, Integrations) and the full per-model deep dive across Claude, GPT, Gemini, Llama, Mistral, and Grok — plus we cover the tutor and voice costs. Team at $49/user/month adds the teacher dashboard. No predatory billing, ever.
What makes Neuron different from Coursive, DataCamp, Coursera, or Brilliant?
Neuron is the only mainstream AI learning app with built-in spaced repetition (Anki SM-2 algorithm), AI-graded real-world capstone projects, cryptographically signed certificates with public verification, and a Mistakes Bank for resurfacing wrong answers. Competitors typically lack 3-4 of these features simultaneously. See the comparison table above.
How does spaced repetition work?
After you complete a lesson, Neuron auto-schedules review intervals at 1, 3, 7, 14, 30, 60, and 120 days. If you remember correctly, the interval grows. If you miss, it resets to 1 day. This is the SM-2 algorithm — the same proven approach Anki uses to power 89% retention rates versus the 12.6% median completion rate of online courses.
Are the certificates real?
Yes. Every certificate is signed with ECDSA P-256 cryptographic signatures. Each one has a unique ID. Anyone can verify a certificate by visiting neuron-660565787120.us-central1.run.app/?verify=NEUR-CERT-XXXXXX without an account. Certificates are also LinkedIn-shareable with prefilled certification metadata that adds them directly to your profile.
Is the AI tutor a real LLM or a keyword bot?
Real Claude 4.7 with streaming responses. The tutor is context-aware about your name, level, streak, completed lessons, and recent activity. It also goes proactive — when you miss 2+ questions in a row, Neo offers to explain the concept differently, with the failing question pre-loaded into the chat.
How current is the content?
Always current. As of May 2026, the lessons cover Sora 2, Veo 3, Claude 4.7, GPT-5, Gemini 2.5, Llama 4, Mistral, Grok 4, MCP (Model Context Protocol), and every major frontier release. We update lessons as the field moves, not on a textbook publication schedule.
Can I use Neuron on my phone?
Yes. Neuron is mobile-first PWA with full Android Play Store support via TWA wrapping (Trusted Web Activity). Install it from your browser's "Add to Home Screen" prompt or grab the Android build. iOS PWA install works the same way via Safari's "Add to Home Screen."
Does it work offline?
Yes for lessons — the service worker pre-caches the full app shell + all 89 lessons so you can study on a plane. Audio narration requires ElevenLabs API access (or falls back to your device's built-in voice). The AI tutor requires internet since it streams from Claude live.
What are capstone projects?
A real-world project at the end of each track. Examples: write a production-grade system prompt for a banking bot (Prompting), pipeline a 90-second video using multi-tool stacking (Media), red-team your own AI feature for 5 distinct failure modes (Ethics). You submit 150-500 words. Claude grades against a rubric and returns a score plus specific improvement feedback.
What's the Streak Freeze?
A safety net for your streak. Earn one freeze per week if you maintain a 5+ day streak (cap of 3 stored). If you miss a day and have a freeze available, your streak preserves automatically. This is the single biggest churn-reducer in learning apps — Duolingo data shows it cuts dropout by ~28%.
Do I need to sign up?
No. Neuron uses Firebase anonymous authentication by default — no email, no password, no credit card required to start. Your progress saves locally and optionally syncs to the cloud if you enable Cloud Sync. Sign-in is only required for cross-device sync and cohort features.
Can teachers use this in a classroom?
Yes. Create a cohort, get an EDU-XXXXX join code, share it with students. The Teacher Dashboard shows live progress per student, top performers, at-risk learners (no activity 7+ days), and exports to CSV for your gradebook or LMS. Team tier includes SCORM/xAPI export hooks for Canvas, Moodle, and Blackboard.
How is the Mistakes Bank different from regular review?
The Mistakes Bank captures every wrong answer (capped at 100). The "Mistakes Crusher" session pulls your 8 hardest questions and runs a focused review — no heart penalty, full XP. Crushed mistakes leave your record. This is targeted weakness work that competitors don't offer.
Why no GitHub deployment?
By design. Neuron deploys directly to Google Cloud Run via `gcloud run deploy --source .` with one command. No GitHub repo, no CI pipeline, no Actions runner. Just `setup.ps1` (Windows) or `setup.sh` (Mac/Linux) and you're live in under 10 minutes including Firebase setup.
What if I cancel? Do I lose my progress?
No. Cancellation just downgrades you back to Free (BYO-key). Your certificates remain valid forever — they're cryptographically signed, so they don't depend on your subscription status. Your progress, badges, and league rank are all preserved.
Is my data private?
Yes. API keys you enter (ElevenLabs, Anthropic) live only in your browser's localStorage and are sent exclusively to those provider APIs. Progress data lives locally by default. Cloud Sync (if enabled) stores anonymous progress in Firebase under a randomly generated user ID — no email, no PII. Read the full privacy policy at /privacy.html.
Can I download my certificate as PDF?
PNG at 2828×2000 (2x A4 landscape, retina quality). Built with native SVG-to-canvas rendering — works in any browser, no third-party tools. Print to PDF from your browser if you need PDF specifically. LinkedIn shares the cert image directly.
How do friend codes work?
Every user gets a unique NEUR-XXXXXX friend code. Share it with someone, they paste it in their Friends tab, and you both see each other in the activity feed and weekly league. Cross-device social works automatically when both users have Cloud Sync enabled with the same Firebase project.
Can I self-host Neuron?
Yes. The entire codebase is in this repository. The deployment script (setup.ps1 or setup.sh) provisions a Google Cloud project, sets up Firebase, deploys Cloud Run, and connects your domain. Total cost to run for 1,000 weekly users: roughly $0-5/month using GCP free tiers. The full deploy guide is in DEPLOY.md.
Still have questions? Open the AI tutor in the app and ask Neo. It's a real Claude instance — context-aware about Neuron's features, your progress, and the whole AI field.
Free Resource

The 2026 AI Tools
Cheat Sheet

The whole field on one page. Which model, which image tool, which video tool, the 5-part prompt formula, the 4 cost levers. No drip course — just the reference, instantly.

  • Which LLM for which job — all 6 frontier models
  • Image / video / audio tool picker
  • The prompt formula + the 4 cost levers
  • Printable · current as of May 2026
Get it free — instant access
No spam. We'll send one or two genuinely useful follow-ups, then leave you alone.
🧠

Stop forgetting
what you learn.

Open the app. Pick a track. Knowledge that sticks, built around real cognitive science. Free to start. No card required. No GitHub required to self-host. No fine print.

Built with intention. Updated as the field moves. Free tier to start · Pro $19/mo for the full system · cancel in two taps.