# Teaching Notes

- User prefers learning by understanding their own code, not abstract theory
- User wants binary operations / binary vectors as the core representation
- User values deep root-cause thinking over quick patches
- User reads Italian natively, English fluently
- Previous session history: tried WTA bins, exemplar ring buffer, grid accumulator — each hit different ceilings
- User explicitly rejected analytical formulas: "we need to have a mind projected to harder movements to predict"