An app-agnostic language relationship
Your course already lives
where you talk.
Message it. Send it a voice note. Open a generated exercise only when you need one. The method follows your life instead of asking you to enter another app.
The app is the relationship—not the icon
Learn where your conversations already live.
Text or send a voice note. The same learning engine understands the turn, answers naturally and opens a tiny personalized workspace only when a screen helps.
Telegram is implemented first. WhatsApp and Instagram use the same normalized event contract.
Browser simulation; the Telegram adapter accepts real voice-note files.
Phone context · 8 minutes
Social flow
Initial plan compiled locally from approved atoms.
Current focushola · me llamo · ¿y tú? · soy de · me gusta
Signed CC0 clip
goes here
Your turn · 10 seconds
Say your name, your place, one thing you like.
Imperfect is welcome. Nothing is recorded or uploaded.
Evidence, not engagement
Listening is not writing.
Exposure is not mastery.
Every mode touches the same approved atoms. What changes is the evidence it can honestly produce.
Confirmed handwriting updates this tab only. Passive plays: 0; exposure never raises mastery.
Rights are a runtime constraint.
Corpus atoms stay rights-verified. Ephemeral tutor replies are generated from the learner’s turn and are never silently added to the corpus.
- 5,500 project-authored CC0
- 1,000 modern Chile / LatAm
- 300 Chile-specific constructions
The small-universe function · E(L)
Communicate more with
the language you know.
Start with 50 human-curated atoms, then add ten at a time. Mathematics audits the foundation and selects expansions against balanced CC0 conversational nuclei; it does not replace the method’s foundation.
Balanced conversational reach · 48 held-out nuclei at N=100 · semantic evaluation remains unrun