Educational Insights
Research-backed thinking on math education, AI-powered feedback, and how teachers can spot and close learning gaps sooner.

August 1, 2026
From Surviving to Thriving: Navigating the Shift to a High-Performing Classroom
Moving to a high-performing school can feel overwhelming. Discover practical lesson planning and teaching strategies to build confidence and create engaging classrooms.
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September 24, 2025
Why Students Repeat the Same Math Mistakes — and What We Can Do About It
Up to 70% of students repeat the same math errors. Persistent misconceptions are a feedback problem — here's how timely, targeted feedback fixes it.
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September 21, 2025
The Future of Math Education: Why AI-Powered Personalized Feedback Is Essential for Student Success
Stanford research, teacher workload data, and what actually works in AI feedback — the case for personalized, teacher-controlled math assessment.
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September 17, 2025
Beyond One-Size-Fits-All: How AI Can Recognize Individual Knowledge Models and Support Every Learner
Learning works best when we know what each learner understands — not just how they perform. How AI can model individual knowledge at scale.
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September 14, 2025
The Hidden Crisis in Math Education: Why Teachers Deserve Better Diagnostic Tools
Most "diagnostic" math tools are screeners in disguise. Why teachers need real-time, misconception-level insight — and what better tools look like.
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