Insights

Adapt classroom materials to match IEP accommodations with ChatGPT — a careful workflow that assists the process without replacing it or risking data.

A ChatGPT workflow for adapting one passage across five reading levels for a mixed-ability class — the prompt technique and the calls only you can make.

A concrete workflow for turning one curriculum standard into five days of ready-to-teach lesson plans in ChatGPT — the prompt sequence and what to check.

Most districts won't pick just one AI vendor. Here's the realistic three-vendor stack — Gemini, ChatGPT, Claude — and the governance tax it quietly adds.

Google and Microsoft bundle education AI into existing contracts. OpenAI gave it away. An analysis of the free-through-2027 offer as a competitive land-grab.

ChatGPT, Claude, Gemini, or Copilot? A practical decision framework for districts evaluating all four AI assistants, with a full side-by-side comparison table.

Two rival AI labs, one identical pitch: free for K-12 educators. A head-to-head on offer structure, what's confirmed vs. not, and the ecosystem difference.

For districts invested in Microsoft 365, the AI choice is subtle. A head-to-head on standalone workspace vs. Copilot living inside Word, Outlook, and Teams.

A head-to-head on the two AI assistants K-12 educators actually reach for: free offer structure, integration depth, context window, and best-fit use case.

A union runs teacher AI training instead of the tech giants funding it. Futurism smells a motive. Here's the skeptic's case — and why the union still matters.

AI fluency for teachers isn't prompt engineering. It's four practical skills: judging output, knowing what to keep human, data basics, and teaching AI literacy.

The AFT's flagship AI training campus opens in New York City as the hub before a national rollout. Here's what a physical teacher-AI campus actually does.