Category: Implementation

Build It, Judge It, Defend It: Designing an AI Capstone That Connects Technical Understanding and Judgment

Picture a senior showcase in late spring. A student presents an image classifier that sorts recyclables. The slide says 94% accuracy, and the room is impressed.…

AI Readiness for Schools: How to Know You’re Ready to Teach AI as a Subject

A leadership team meets to decide whether the school can start teaching AI next year. The IT manager brings the audit: number of laptops, Wi-Fi speed,…

Before the First Lesson: Seven Decisions That Shape AI Curriculum Implementation

It’s late July. At the spring board meeting, the superintendent said the district would “bring AI education to every student” this fall. The curriculum director now…

AI Learning Outcomes That Survive Changes in Tools: A Practical Way to Write Them

Picture a curriculum document written in early 2023. One outcome reads: “Students will use ChatGPT to draft a short essay.” Two years later the tool has…