A stronger “teacher” demonstrates and critiques while a cheaper “student” attempts the task and improves over rounds, distillation at inference time.
Properties
family
Generative Exploration
maturity
emerging
diagram
teacher
whyMultiAgent
If a teaching loop lifts a cheap model to a strong model’s quality on a task domain, you have distilled capability without fine-tuning, and the teacher’s explanations become reusable artifacts.
