Insights

The admin's walkthrough for rolling out ChatGPT for Teachers district-wide: claiming your domain, role-based access, SSO, MFA, and the single-district rule.

Free flagship AI for millions of K-12 teachers with no revenue looks like charity. It isn't — here's the habit, procurement, and competitive logic underneath.

OpenAI now sells four different ChatGPT plans. Here's what makes the free K-12 teacher tier genuinely different from Plus, Edu, and Team — and who each is for.

Before ChatGPT for Teachers unlocks, SheerID has to confirm you're a real educator. Here's the verification flow, the fallbacks, and what happens if you fail.

OpenAI is giving verified US K-12 teachers unlimited GPT-5.1 Auto, file uploads, connectors, and image gen free through June 2027. Here's the full list.

Fifty articles in, the takeaway is simple: free AI raises the floor for every teacher. The ceiling is set by the tools and skills you build on top of it.

Vendor competition happens at the platform layer. But the real classroom differentiation lives in the skills layer on top — and it sits on either model.

You don't have to wait for a vendor to ship the perfect tool. Here's how a reusable lesson-planning skill layers your curriculum onto any capable model.

A student asking general ChatGPT for help often just gets the answer. A tutor built with deliberate pedagogy withholds it — and that gap decides who learns.

A general chatbot forgets your class between sessions, enforces no rubric, and guarantees no standards alignment. Here's the exact gap a skill closes.

A general chat window is powerful but undifferentiated. It doesn't encode your curriculum standards, rubrics, or pedagogy the way a purpose-built skill can.

OpenAI gives ChatGPT for Teachers away free and funds a $23M AFT academy. Follow the money: here's the business logic and what to stay skeptical about.