A simple philosophy:
a word is not one memory.
Knowing a French word means recognizing its meaning, hearing it clearly, spelling it, using it in a sentence, and producing it when needed. Lumière trains each trace separately.
Meaning, Sound,
Spelling.
Stories, Speech
& Production.
Trace Demo
Lumière diagnoses French word by word: what you know, what you almost know, and which trace needs repair next.
Instead of treating vocabulary as one score, Lumière separates memory into five traces: meaning, sound, spelling, sentence use, and production.
Signal first. Repetition only when it repairs something.
↗Our method↗A simple philosophy:
Knowing a French word means recognizing its meaning, hearing it clearly, spelling it, using it in a sentence, and producing it when needed. Lumière trains each trace separately.
Repair over repetition.
When a learner misses a task, Lumière classifies the failure and sends the next repair: sound contrast, spelling recall, cloze, translation, pronunciation, or sentence use.