CleverNotes — Beta

Bring anything.
Actually understand it.

Built from exactly what you give it. Drop in a URL, video, PDF, or your own notes. Nothing invented. Nothing missed.

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See it in action

This is what understanding looks like.

Pick a source type and see exactly what CleverNotes builds from it.

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↑ Each source type generates a different output

Smart Summary

STEM — Computer ScienceIntermediate

A comprehensive overview of machine learning: what it is, where it came from, how its core approaches work, and where it sits within the broader landscape of artificial intelligence.

Key Themes

ML is defined by algorithms that improve through experience rather than explicit programming.

Three dominant paradigms: supervised, unsupervised, and reinforcement learning.

The bias-variance tradeoff is the core tension every ML model must navigate.

Deep learning has become the dominant force in modern ML performance.

Load-Bearing Concept

The bias-variance tradeoff — every modelling decision is a negotiation between being too rigid and too flexible. Understanding this makes regularisation, cross-validation, and dropout immediately intuitive.

Smart Summary

Study Guide

Auto Quiz

PDF Export

Regenerate

Only on CleverNotes

The one idea that makes
everything else click.

Every output includes The Load-Bearing Concept — the single insight a great teacher would tell you before the lesson starts. Not a summary. Not key points. The idea that, once you have it, makes the rest of the material feel obvious.

Specific to your exact source. Never generic.

Load-Bearing Concept

The distinction between supplementing a model with context versus changing the model itself. This single distinction explains every downstream difference between RAG and fine-tuning — their costs, strengths, and failure modes.

Key themes identified

Watch out for...

What to focus on

Use cases

Built for every kind of studying.

Deep study

Upload your lecture notes, textbook chapters, or research papers. Walk away actually understanding them — not just having read them.

Learn it. Don't just cover it.

Exam prep

Paste everything you need to know. Get 10 targeted questions, the misconceptions you're most likely to fall for, and the quick revision points that actually stick.

Walk in knowing it cold.

Take it anywhere

Every session exports as a clean, branded PDF — your Smart Summary, Study Guide, and Quiz in one document. Print it, share it, save it.

Your knowledge, portable.

Science & STEM

Drop in a textbook chapter or lab report. CleverNotes matches the precision STEM content demands — step-by-step, exact, no hand-waving.

Rigour, not guesswork.

History & humanities

Submit a lecture or long-form reading. CleverNotes finds the load-bearing argument, maps the key themes, and tests you on causation — not just facts.

Understand it. Don't just memorise it.

Business & economics

Paste a case study, earnings report, or market analysis. CleverNotes reframes every concept in practical terms — what this actually means, not just what it says.

Theory you can actually use.

The difference

CleverNotes isn't a summariser.

Others

Summarises your source

Returns text to re-read

General-purpose AI

You figure out what matters

No concept hierarchy

CleverNotes

Teaches from your source

Builds tools to study with

Purpose-built for learning

Surfaces what matters for you

The Load-Bearing Concept, every time

Also from CleverYou

Want someone to actually teach it to you?

CleverCoaches takes the same source material and teaches it back to you by voice — adaptive, personal, real-time. Same content. A completely different way to learn it.

Try CleverCoaches

FAQ

Everything you want to know.

No fluff. Just answers.

The competition summarises your sources. CleverNotes teaches you from them. Every output is designed to build genuine understanding — not just surface familiarity. Only CleverNotes gives you The Load-Bearing Concept: the single insight that unlocks everything else in your source. CleverNotes also generates a structured quiz with mixed question types, a full study guide, and quick revision points — all grounded strictly in what you submitted.

URLs, YouTube videos, and plain text or pasted notes — pretty much anything you’ve got. Audio files and Google Docs are coming next. PDFs are still under construction, but don’t worry… we know those lecture notes are out to get you 😏

10 mixed questions by default: 4 multiple choice with plausible distractors built around real misconceptions, 3 short answer requiring 1–2 sentence responses, 2 true/false with explanations, and 1 application question that asks you to use the knowledge in a new scenario not mentioned in the source. All questions come strictly from your source — never from outside knowledge.

The single concept in your source that, if you truly understand it, makes everything else easier. Not a summary. Not a list of key points. The one idea a great teacher would tell you before the lesson begins — specific to your exact source, never generic. It's the anchor of every Smart Summary CleverNotes generates.

The Smart Summary is the first output CleverNotes always generates. It includes a plain-language description of what the source is about, the subject area and complexity level, 3–6 key themes (each a complete insight, not a topic label), The Load-Bearing Concept, and a Watch Out For section flagging things the material makes look simpler than they are.

The Study Guide breaks your source into an overview, named core concepts with definitions and why-it-matters explanations, a key terms glossary, common misconceptions, and 5–8 quick revision points specific enough to be useful the night before an exam. Every section is grounded strictly in what you submitted.

Yes. You can add as many sources as you need to a single notebook — URLs, YouTube videos, PDFs, and text notes can all coexist. CleverNotes treats them as a combined knowledge base and generates outputs that draw from all of them.

If your source is under roughly 200 words, CleverNotes will flag it and ask if you want to add more material or continue with what you have. Outputs will still be generated but may be limited in depth.

Not yet, but that is the plan. Phase 2 will let you spin up a CleverCoach that knows your exact source material and teaches it to you by voice. CleverNotes handles the structure, CleverCoaches handles the conversation. Same source, two completely different ways to learn from it.

No. CleverNotes is a learning tool, not a content generator. It will not write essays or complete assignments. It helps you genuinely understand the material so you can do those things yourself — which is the whole point.

Every output is grounded strictly in the source you submitted. CleverNotes never fabricates facts, never pulls from outside knowledge, and never adds content that isn't in what you gave it. If something is unclear or missing from the source, it flags it rather than invents.

Yes. Every session exports as a clean, CleverYou-branded PDF compiling your Smart Summary, Study Guide, and Quiz into a single document. Yours to keep, print, or share with classmates.

Any subject. CleverNotes automatically detects whether your source is STEM, humanities, business, technical, or general — and adjusts its tone and structure accordingly. Precise for science, discursive for humanities, practical for business.

For URLs, CleverNotes processes up to 8,000 characters of extracted content. For YouTube videos, up to 8,000 characters of transcript. For text sources there is no hard limit, though very long pastes may be truncated. Full PDF parsing with extended length support is on the roadmap.

Reading it isn't the same
as knowing it.

Drop in your first source.