For learners
Describe what
you want
to learn.
The rest is handled.
Tell Seminr your goal, your level, and how much time you have. It builds your curriculum, writes your lessons, tests your understanding, and changes approach when you're stuck. You study. It figures out the rest.
Workspace · Seminars · Learning Paths · Exercises · Resources · Communities
How it works
Six stages.
Every day.
The same loop runs from the moment you set a goal to the day you're done. You don't manage it. The AI does.
Describe your goal. The AI asks follow-up questions and starts immediately.
A reasoning model searches the web and maps everything you need to cover.
Your full curriculum is generated — topics, time estimates, a lesson per module.
Sessions assembled fresh each morning based on exactly where you are.
Every lesson ends with a test. Scores update your mastery map.
Score below 70%? Different format, different angle, before the next session.
Your curriculum built from one sentence.
You describe what you want to learn. The AI runs a deep research sweep, then generates your full curriculum — modules, topics, subtopics, time estimates, and delivery format. Structured from foundational to advanced. The first two lessons are written before you've finished setting up.
Full topic hierarchy with subtopics per module
Hours distributed precisely against your deadline
Delivery format matched to your learning style
First two lessons pre-generated before you arrive
Click any topic to open its lesson immediately
What's included
Six tools. One environment.
None of these are separate products. Each one is wired into the same workspace, the same mastery data, the same learning loop. They feed each other automatically. A low score triggers adaptation. A mastered topic schedules its own review.
Your AI tutor, in one place.
A dedicated environment for one learning goal. Your tutor lives here, tracks your progress, and orchestrates every other tool. The thing you open every day.
Lessons written for your topic.
Multi-block lessons generated fresh for each topic. Text, interactive tools, exercises. Written from live research, grounded in your materials.
Your full curriculum, laid out.
Hierarchical map of everything to cover. Ordered foundational to advanced, with time estimates and mastery status per topic.
Nine ways to test yourself.
Multiple-choice, flashcards, Feynman technique, case studies, concept maps, and more. Generated from your weak concepts, calibrated to your mastery level.
Upload your notes. The AI learns.
Add your notes, textbooks, and papers. Every lesson, exercise, and chat response draws on your actual material. Not generic knowledge. Yours.
Learn alongside others.
Join groups working on similar goals. Share workspaces, discover curricula, ask questions. Social learning in the same environment as your tutor.
Topics aren't done until you've proved it.
80% across at least two attempts — that's mastery. The system doesn't let you drift forward on things you haven't really understood. Every session ends with something to do. That's not optional. It's how the AI knows you've got it.
Score below 70% and the approach changes. Different format, different angle, different explanation. A low score is information. The system treats it that way.
Mastery score per topic, updated after every exercise
Weighted rolling average — recent attempts count more
Weak concepts tracked, not just the overall score
80% across two attempts required to mark a topic done
Spaced repetition reviews scheduled automatically from mastery
Talk to your tutor. Out loud.
The AI tutor is available as a live voice conversation. Not a voice interface wrapped around a text tool. A real-time spoken exchange where the AI knows your lesson, your topic, and where you are in your learning path.
Share your screen or turn on camera and the AI can see what you're working on, look at your notes, or watch you solve a problem. Close to sitting with a person.
Gemini Live — real-time native voice with Gemini 2.5 Flash
OpenAI Realtime — GPT-4o voice with sub-second responses
Screen share so the AI sees what you're working on
Camera for notes, diagrams, and problem walkthroughs
Text chat always available with full workspace context
Who it's for
The curriculum's already built. Just show up.
Subject, exam date, hours per week. Seminr takes that and builds the plan. Lessons, daily sessions, spaced reviews. You don't manage what to study next. The AI handles it.
Teaching yourself is hard without a system.
The material's out there. But there's no one sequencing it, testing whether you understood it, or scheduling your reviews. That's exactly what Seminr does.
Upskilling in the time you actually have.
30 minutes in the morning or an hour on a commute. Seminr builds around your real schedule. Focused sessions that fit, picking up exactly where you left off.
Transparency
The AI works in the open. You can see everything it does.
Every action the AI takes is logged to an activity timeline in your workspace. Research, curriculum, session assembly, adaptation. Each one shows what happened, when, and why.
When something significant happens, a notification appears. You're never left guessing whether the system did anything. You can see the full audit trail any time.
Research started
The tutor is researching your topic
Plan generated
Your curriculum is ready
Session prepared
Today's session has been assembled
Mastery updated
Your score on a topic was updated
Topic mastered
You've hit the threshold
Adaptation triggered
Score was low — new approach being prepared
Reteach queued
A different explanation is queued for next session
Review scheduled
A mastered topic has been scheduled to return
Tell it what
you want to learn.
The curriculum, the lessons, the exercises, the revision. All built for you, automatically. Free to start.