A learning engine — not a learning app

You've read three articles about AI this week. What do you actually remember?

A personal knowledge graph that proves retention over time: spaced repetition, active recall, and AI grading.

 

Every node moves through four states. You watch it happen.

New

Added to your graph, not yet studied.

Fading

Due for review. The node pulses as memory decays.

Mastered

Recalled correctly. Retained and durable.

Lapsed

Overdue and slipping. Time to relearn.

Everything on top of the graph

The graph is the instrument. Study, teach, and share on it.

Turn any source into a graph

Paste text, drop a URL, or upload a file. An AI pipeline extracts the concepts, links them, and seeds flashcards for every node — you start studying, not organizing.

A tutor anchored to your material

Open the Tutor on any node to explain, connect, or drill deeper. Every answer cites your own sources and can mint a flashcard on the spot — you confirm, it lands on the node.

Practice mode for real recall

Once a concept is mastered it unlocks a three-step ladder: replicate, duplicate, iterate. Free-text answers, graded with feedback — no multiple choice, no shortcuts.

Share graphs, keep control

Invite people as Viewer, Learner, or Editor. Learners get their own progress and flashcard state; editors can extend the graph. Revoke or rotate access anytime.

Publish public or unlisted

Flip a graph to Unlisted for a private link, or Public to make it discoverable. Anonymous visitors can read, and any signed-in learner can copy it to their account with one click.

Explore graphs from others

Browse a gallery of public graphs from other learners. Fork one you like, then let the engine track your own retention on top of it.

Why it works

Built for durable expertise, not dopamine loops.

01

See what you actually know

The graph is the proof. Green nodes are recalled, amber is fading, red has lapsed — no dashboards, no vanity streaks.

02

Stop re-reading the same articles

Spaced repetition surfaces the concept you're about to forget, on the day you're about to forget it. Reviews take minutes, not hours.

03

Learn together, keep your own state

Share a graph as a Learner and your progress is yours. Same concepts, separate mastery — study a colleague's graph without polluting theirs.

04

Prove the learning held

Weeks later the graph still tells the truth: which concepts stuck, which decayed, which you never actually held. Evidence, not assertions.

Start charting what you remember.

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