---
title: Applications for Educators
authors:
  - name: Huan Zhang
---

# Applications for educators

Multimodal coaching systems may combine performance audio, video, notation, and
natural-language questions. Useful feedback must be specific, evidence-based,
appropriate to the learner, and actionable on the next attempt.

**Exercise:** Compare generic feedback (“improve expression”) with grounded
feedback that refers to a precise measure, timing pattern, or dynamic marking.

**TODO:** Add assessment, coaching, and interactive education demonstrations.