People · Practice · Possibility
Independent research for education leaders
Bitdefender's newly published investigation describes a September ransomware intrusion at a UK school estate. The attacker sought backup credentials, created administrator accounts and connected previously separate directory domains through new trusts.…
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Microsoft reports attackers using agentic tools to find exposed credentials in public code repositories and pursue cloud access. In one observed case, the path from finding a secret to…
Read the story 1 min readThe UK's National Cyber Security Centre reports receiving 1,831 organizational cyberattack reports during its latest reporting year. Its incident team supported 337 incidents, including 80…
Read the story 1 min readGoogle is adding Guided Learning to Classroom assignments so teachers can attach an AI-supported learning activity grounded in selected class materials. The announcement describes class and…
Read the story 1 min readGemini in Google Forms is gaining an insights experience that can answer questions about responses using generated Python calculations. Google describes counts, percentages, comparisons and…
Read the story 1 min readMicrosoft says Defender discovery for supported local AI agents and their configured Model Context Protocol connections is now generally available on Windows and macOS. By observing activity, it…
Read the story 1 min readGoogle Meet administrators can now display a short policy message and link in the pre-join screen. The message may appear for all calls or under conditions involving recording, transcription or…
Read the story 1 min readGoogle is opening a beta that applies client-side encryption automatically to confidential files in Drive and Editors. A rule engine encrypts supported files in place while preserving their…
Read the story 1 min readThis week: Reconcile high-privilege application and backup identities with named owners. Confirm how exposed credentials are revoked and how a supplier incident reaches district responders.
Within 30 days: Run a small, supported classroom AI pilot and verify the actual account experience. Record teacher review time, student visibility and family communication. Independently check any AI-generated survey totals used in decisions.
Before procurement or broad rollout: Verify entitlement, service dependencies, recovery behavior and support capacity. Put an owner, an operating cost and a measurable acceptance criterion beside every proposed feature.
Selected developments published October 31-November 6, 2026, assessed for relevance to K-12 technology leadership, service impact and practical implications. Each summary identifies important limitations.
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