Research

Long-form studies for school-system leaders.

Deep research, policy scans, and implementation studies. Less hot take, more receipts.

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51-Jurisdiction Research Signals

Six research signals, deliberately kept separate: AI governance maturity, personal-device rules, the operating environment for microschools, K-12 esports participation and governance, the K-12 cybersecurity floor, and Grow Your Own teacher pipelines.

11states with AI signal 5+
18bell-to-bell device models
2explicit pod protections
848directory-listed programs across 45 states
30,440NFHS esports survey participants
6verified cybersecurity floors
48states with verified teacher-pipeline support
Bell-to-bellInstructional-timeDistrict-policyGuidance / executiveActive billNo statewide ruleOutside 50-state study

Tile color shows the device-policy model. The number is the AI implementation signal score, not a legal ranking. NR means that jurisdiction was outside the underlying 50-state AI study. Microschool pathway labels are not legal clearance. Directory counts and NFHS esports survey values are visibility measures, never statewide censuses.