private beta · powered by OMA memory

A personal tutor for every student on Earth.

Coast turns your study material into lessons with Pedro, a tutor who remembers what you’ve learned, what clicked and where you got stuck. Across every course, for years.

How Coast works: add your study material and Pedro turns it into a roadmap. He teaches you from your own material and checks that you understand. He remembers what worked for you. And every section you master lifts the fog on your world map.

how it works

  1. step 1

    Add your study material

    Drop in your notes or PDFs. Pedro plans a roadmap, and your first section is ready in minutes while the rest prepares in the background.

    • PDF
    • PowerPoint
    • Figures
  2. step 2

    Learn with Pedro

    Each section is taught the way a tutor would: the why before the what, the figures from your material in the lesson, and questions that make you think.

    • Lessons
    • Checks
    • Citations
  3. step 3

    Prove it, then practise

    Every section ends with a short check, then Practice takes you from quick questions to exam-level problems, graded with worked solutions. Already know it? Pedro places you further ahead.

    • 6 levels
    • Mixed sets
    • Worked solutions
  4. step 4

    It remembers

    Everything feeds your cognitive profile, so your next lesson, course and year start from who you are now.

    • OMA
    • Years
    • Every course

Why Coast exists

In 1984, Benjamin Bloom found that students taught one-to-one by a tutor outperformed 98% of students taught in a classroom. For four decades, that advantage has belonged to the few who could afford it. Coast exists to give it to everyone.

Bloom, B. S. (1984). The 2 Sigma Problem. Educational Researcher, 13(6), 4–16.

Great tutors don’t just know the subject. They know you.

Most AI chats start from zero. OMA, our memory architecture, gives Pedro what a human tutor builds up over years: a cognitive profile of how you think, updated after every lesson, workshop and conversation. It’s what makes a truly personal tutor possible for everyone.

Every concept, every course.

OMA tracks how well you know each concept you’ve studied, based on evidence rather than guesses. An answer you get on your own counts for more than one Pedro had to hint at, so he knows what to build on and what to revisit.

  • EigenvectorsLinear Algebrastrong
  • Opportunity costMicroeconomicsstrong
  • RecursionProgrammingbuilding
  • Bayes’ theoremStatisticsbuilding
  • CommutatorsQuantum Mechanicsnew

Student OMA

Your cognitive profile

  • Concept strength
  • What clicked
  • Stuck points
  • How you learn
  • Every conversation

Pedro reads both before every reply

Content OMA

A map of your material

  • Concepts & links
  • Figures & diagrams
  • Pages & sources

Every conversation

Lessons, workshops and chat all update your profile.

Built for years

Designed to stay coherent across a whole degree, not a single chat.

Connects your courses

One profile across every subject, so Pedro can link today’s idea to one you learned elsewhere.

everything a great tutor would do

Practice until you’re exam-ready

Six questions per section, climbing from a quick check to exam level. Built from your own material, aimed at your mistakes, and graded against a full worked solution. Mixed and final sets when you’re ready.

Ask your sources

Ask anything about your material. Pedro answers from it and shows you the page it came from.

Workshops: learn by building

free in beta

Pedro coaches you through real projects, or your own assignments, milestone by milestone, with live labs right in the lesson. You do the work; he guides. See the workshops

A world that grows with you

Every section you finish lifts the fog on your map, with rare finds hidden along the way. Chart all of the Lumen Reaches and a second world opens: Neon Meridian.

Skip what you know

Already covered it? Pedro checks you section by section and places you where you actually are. No busywork.

Ask Pedro anything

About a course, something you studied weeks ago, or something new. General chat updates your profile too.

Momentum, built in

Focus sessions, streaks and XP turn showing up every day into a habit.

learn by building something real

Hands-on projects, or your own assignments, with Pedro as your coach. You do the work yourself, right inside the lesson, with nothing to install. Free during the beta.

  • Pixel-art city at night with a glowing AI tower and a chat bubble

    Build your own LLM

    AI & ML · ~110 min

  • Pixel-art spaceport with a rocket lifting off beside the sea

    Build a rocket to space

    Physics · ~100 min

  • Pixel-art island shaped like a glowing neuron at night

    Build a neuron, then a tiny brain

    Neuroscience · ~85 min

  • Pixel-art island with a temple and a path of glowing lanterns

    Build a memory palace

    Study skills · ~45 min

your own assignments

Bring your assignment. Do it yourself, with a tutor beside you.

Upload a problem sheet, lab or coursework brief and Pedro turns it into a guided workshop. He splits it into steps, asks the questions that get you unstuck and checks your reasoning, but every answer is yours. You hand in work you understand.

  1. Upload the brief A PDF or PowerPoint of the assignment.
  2. Pedro maps the steps The assignment becomes milestones you tackle one at a time.
  3. You do the work He hints, questions and checks your thinking. He doesn’t hand you the answers.

live labs

Live labs, right in the lesson

Pedro drops real experiments into the chat. You predict, run and tweak them, then send him what happened, and he coaches you from your own results.

Rocket lab: a two-stage rocket climbs to 337 km, twice as high as a one-stage rocket of the same mass
Design a rocket, predict how high it goes, launch, and find out why real rockets drop stages.
Python lab: a training loop running in the browser, the loss falling from 3.79 to 2.13, all three checks passing
Write and run real code. Train a model on text you choose and watch the loss fall, with checks that tell you when it works.
Neuron lab: the bell synapse strengthens over seven pairings until the bell alone makes the neuron spike
Pair a bell with food until the bell alone makes the neuron fire: Pavlov, one synapse at a time.
Attention lab: the word it attends mostly to animal and street
Tap a word and see which earlier words it looks at, the trick that lets a model read context.
Temperature lab: probabilities for the next word of a story, and ten words drawn at temperature 1
Turn the dial and draw the next words yourself. See why the same prompt gives different answers.
Tokenizer lab: a sentence split into subword tokens
See how one sentence splits into the tokens a model actually reads.

Not another chatbot. A tutor.

Capability General AI chat Study apps Coast
Teaches from your own material If you paste them in Yes Yes
Checks you understood before moving on No No Yes
Knows your strength in every concept No Per flashcard Yes
Remembers what clicked, across courses and years No No Yes
Coaches you through real projects Hands you the answer No Yes

for universities

See where students struggle before the exam, not after.

Cohort insight for educators, set up to your institution’s requirements. Now piloting with universities.

Questions, answered.

What is Coast?

Coast is a personal AI tutor. You add your study material, and Pedro turns it into lessons, checks that you understand each section before you move on, and answers anything about your material. Everything you do builds your cognitive profile, so Pedro keeps getting better at teaching you.

Who is Coast for?

Right now, university students: bring your material from any course and learn it with Pedro. We’re building toward a personal tutor for every student, at any level, and a platform that helps teachers see where their students struggle.

What is OMA?

OMA is Coast’s memory architecture, and it has two parts. Student OMA is your cognitive profile: how strong you are in each concept, what clicked for you, where you got stuck, and everything you’ve worked on. Content OMA is a concept map of your sources. Pedro reads both before every reply, which is how he can teach you personally across courses and years.

How is Pedro different from ChatGPT?

General-purpose chatbots answer questions. Pedro teaches. He works from your own material, asks you questions instead of handing over answers, won’t move on until you’ve shown you understand, and remembers your learning as a structured profile rather than a chat history.

How does Practice work?

For each section you’ve studied, Pedro writes six questions from your own material, starting with a quick check and ending with exam-level problems. They focus on the concepts you got wrong or found hard. Each answer is graded against a worked solution and a marking scheme, and you can see the full solution once you’ve tried. Once you’ve finished a few sections, mixed sets combine their topics like a real exam, and finishing the course unlocks a final set across all of it.

Are my files private? Are they used to train AI?

Your files are private to you. Coast uses them only to build your own lessons, practice and answers: they are not shared with other users, not published, and never used to train or improve AI models, by us or by the AI providers we use. Delete a file or your account and it is deleted. Read more in our Privacy Policy.

I’m a rights holder. How do I report material?

Coast doesn’t review what students upload, so we rely on rights holders to tell us. If you are an author, publisher or institution and believe material you own was uploaded to Coast without permission, email privacy@coast.academy with the details listed in our Terms of Service. We remove the material and permanently delete it from our servers.

How do I get access?

Coast is in private beta. Join the waitlist and we’ll email you a beta code when your invite is ready. Each code works once. Got one already? Create your account.

Is Coast free?

Yes. We’re launching with a generous free tier. A Pro plan for heavier use will follow, priced for student budgets.

What can I upload?

Your study material as PDF or PowerPoint files: your own notes, and material you’re allowed to use for your own study. Coast reads the figures as well as the text, so diagrams show up in your lessons. Your files stay private to you and are never used to train AI.

An elite private tutor. For anything. For everyone.

Private tutoring has always been the most effective way to learn, and a privilege. We’re starting with university students and building toward a tutor for anything anyone wants to understand.

talk to us

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