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Evaluate the Model, Not the BrandTwo students, seven AI systems, and why a brand name does not predict equitable behavior. How Long Is Long Enough? Conversation Length in AI Safety TestingWhy a five-message safety test can miss what a longer conversation reveals. ICC: Grading the GradersWhy every score needs a reliability figure, and where agreement stops. Working with BU Wheelock to strengthen AI evaluation in educationCombining our strengths with BU Wheelock to advance the K-12 Education Index.

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Equity in K-12 EducationFour leading models scored against six equity indicators.

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K–12 & Education

Education OverviewProtecting students, empowering educators, building trustworthy EdTech. Independent product evaluationPrivate, collaborative testing for AI products used with K-12 students. League of AI-Fluent SchoolsA national learning community for evidence-driven AI in schools.

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