Insights
Founder and builder perspectives on AI tools, thinking patterns, and the new way of working
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The Big Four in the Classroom: Picking an AI
ChatGPT, Claude, Gemini, or Copilot? A practical decision framework for districts evaluating all four AI assistants, with a full side-by-side comparison table.
ChatGPT for Teachers vs. Claude for Education
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.
ChatGPT for Teachers vs. Copilot for Education
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.
ChatGPT for Teachers vs. Gemini for Education
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.
Why a Union, Not a Vendor, Leads Teacher AI Training
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.
What "AI Fluency" Actually Means for a Teacher
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.
Inside the AFT's NYC AI Training Campus
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.
400,000 Teachers by 2030: Can Training Scale That Fast?
400,000 teachers trained by 2030 means roughly 220 educators a day, every day. We run the scale math on the AFT AI Academy's ambitious five-year target.
Why OpenAI, Microsoft, and Anthropic Fund One Union
Three fierce AI rivals — OpenAI, Microsoft, and Anthropic — co-fund the same teachers' union training program. Here's the coopetition logic behind the move.
The $23M Bet: Inside the National AI Academy
OpenAI, Microsoft, and Anthropic put $23 million behind one teachers' union to train 400,000 educators in AI by 2030. Here's what the Academy actually is.
What a K-12 AI Data Breach Would Actually Mean
No breach has hit ChatGPT for Teachers — but K-12 ed-tech is a proven target. Here's what a breach of an AI workspace holding student data could expose.
SSO, Rostering, and the LMS Gap in ChatGPT for Teachers
Deep LMS integration for ChatGPT for Teachers is an open question, not a confirmed feature — an honest look at the SSO, rostering, and Classroom gap to watch.