People · Practice · Possibility
Independent research for education leaders
Fairfax County Public Schools used AI to create a Python script that organized more than 40,000 employee records. Indianapolis Public Schools reports saving over $300,000 by building internal AI tools and expects another $500,000 in savings next year.
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ChatGPT for Teachers expanded to 55 additional school systems, reaching over 300,000 educators across more than 100 K–12 organizations. OpenAI also introduced a Student Data Privacy Consortium…
Read the story 1 min readFor eligible K–12 students whose districts already enabled Copilot Chat, Microsoft now preselects its Study and Learn agent. Administrative enabling and age controls still apply.
Read the story 1 min readSanta Fe approved a cybersecurity policy but deferred its student-data policy. The deferred draft proposed prohibiting vendor model training, advertising, and data monetization; requiring…
Read the story 1 min readStanford found strong evidence for human-led tutoring, emerging evidence for AI supporting tutors, and insufficient evidence for fully automated tutoring. AI recommendations increased…
Read the story 1 min readEarly field use of CYBER.ORG’s nine caregiver lessons shows schools distributing AI and online-safety guidance through counselors, newsletters, and school apps. Modules cover three age bands.
Read the story 1 min readIowa City launched a formal review of screen time, take-home devices, instructional value, privacy, accessibility, and one-to-one program outcomes amid parent concern and cost pressure.
Read the story 1 min readMeta agreed to pay up to $18 billion and limit teen Facebook and Instagram use, including daily limits, overnight restrictions, and reduced school-hours notifications. Claims included children’s…
Read the story 1 min readEDSAFE AI selected ten organizations for $250,000 in grants and technical assistance. Norwalk Public Schools received $23,000 to address privacy, procurement, academic integrity, staff literacy,…
Read the story 1 min readCanvas is testing ways to show how students used AI during assignments. Anthropic is adding text watermarking and plans a detection interface, but acknowledges that watermarking indicates…
Read the story 1 min readInventory operational AI workflows with baseline labor hours, costs, data classifications, and accountable human owners.
Add no-training, no-monetization, breach-notification, model-change, and efficacy clauses to AI contracts.
Audit Microsoft, Google, and OpenAI tenant defaults and connector permissions.
Pilot AI-assisted—not AI-only—tutoring with measurable dosage and outcome requirements.
Adapt caregiver AI-safety materials for multilingual distribution.
Meta settlement implementation and state funding.
AI watermark detection interfaces and Canvas process-tracking tools.
This briefing brings together reporting, primary announcements, and leadership analysis. Sources are linked in each story. Cost, service, risk, and adoption assessments are editorial judgments; announcements and reported outcomes should be weighed against the evidence and limitations described.
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