Prototyping, Testing, and Iteration in Classrooms
Before the model is ready, simulate AI responses behind the scenes to validate flows, prompts, and tone. You’ll learn faster and avoid overbuilding. Try it this week and drop your biggest insight in the comments.
Prototyping, Testing, and Iteration in Classrooms
A rural district piloted an AI homework coach for eight weeks; teachers reported fewer repetitive questions and more targeted conferencing. The key was clear guardrails and teacher dashboards. Share your pilot plan and we’ll offer feedback in a follow-up post.