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Guiding education through the AI revolution, for the people who run, teach, and care about schools.

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Writing

News, explainers, practice guides, and opinion on AI in education.

Explainers

What a Rigorous Trial Actually Found About Khanmigo, the AI Tutor

An evidence-led look at an independent randomized trial of Khan Academy's AI tutor Khanmigo, separating what the study reports, what the company claims, and where those accounts diverge so parents can weigh AI-tutor hype against the reality that most students decline Socratic help.

Explainers

Does the AI Actually Teach? What a Rigorous Trial of Khanmigo Found

An independent, evidence-led look at a two-year randomized trial of Khan Academy's Socratic AI tutor Khanmigo: the practice software modestly helped struggling middle-school math students, but the AI layer added little, chiefly because most students declined to engage it.

News

Mamdani responds to Hannah-Jones NYC school segregation challenge

Mayor Zohran Mamdani, on WNYC's Brian Lehrer Show, responded to Nikole Hannah-Jones' New York Times essay on NYC school segregation, calling improvement of the public schools an urgent necessity while naming no concrete integration policies.

Practice Guides

AI for Lesson Prep: Draft It, Don't Ship It

A working teacher's guide to using generative AI for lesson preparation, anchored in one of the first randomized trials of teachers using AI. The core finding: treat AI output as a rough draft to rewrite, not a finished product to hand out.

News

Florida board approves AI guardrails for public schools and colleges

The Florida State Board of Education approved rules requiring public school districts, charter schools, and the state's 28 Florida College System institutions to adopt AI guardrail policies, including parental notification and opt-out, by July 1.