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AI in education news, sorted by what the science of learning says.

A daily-updated tracker of AI news, product launches and research, tagged by learning principle and by the kind of evidence behind each claim. Every item links to its source.

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This week's top 5

Picked automatically by rule: the newest peer-reviewed items first, then the newest preprints and study reports, each touching a learning principle.

Promising

What Human-AI Interaction Leaves Behind: Residual Human States -- A Trajectory-Based Framework and Multi-Study Analysis

2026-10-13 · arXiv search: AI + education · Study (preprint)

Human-AI Interaction is commonly evaluated by what an artificial agent enables during use, yet interaction can also alter the human who acts next. We introduce Residual Human States, a trajectory-based framework for representing the potentially multidimensional human state carried forward after interaction with AI,...

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How to read the evidence flags

Flags describe what kind of evidence a source cites. They are not quality scores. Full rules

Research-backed

From a peer-reviewed journal feed.

Promising

A preprint, or news that reports a study such as a trial, meta-analysis, experiment or survey.

No evidence cited

A product launch or announcement whose text cites no study.

Context

News, policy or opinion with no study and no product claim.