Independent AI and cybersecurity intelligence for educators & school system leaders. Always accessible. Always free.

The Weekly Incident Bulletin

Each issue surfaces 3 to 5 (sometimes even 6!) incidents that create real audit risk, explains what a federal monitor would look for, and tells you exactly what to do about it.

That's what subscribers get every Monday:

  • Education and organization AI risk

  • What broke, what it means, what to do

  • Reminders to verify security features & user policies

  • Verified resources to back up and validate future changes in governance behavior if relevant

  • Piece of mind & informed knowledge on next steps in your district

The Weekly Incident Bulletin is free for K-12 administrators, tech coordinators, and compliance leaders who can't afford to find out about an AI compliance gap the hard way.

Any administrator can Google the incident. What they can't Google is whether it creates a documentation gap in their district, which federal requirement it touches, and what to put in writing before anyone asks.

The Vendor Language Brief

Each issue of The Vendor Language Brief includes:

  • The Clause: the exact operative language pulled from a current vendor agreement, privacy policy, or federal document, with full provenance: vendor, document name, section number, pull date, and source URL

  • The Forensic Read: three findings drawn from the language itself, identifying how modal verbs, agentless passives, and definitional narrowing distribute the obligation, the discretion, and the liability inside the clause

  • What This Means: plain-English translation of the findings, connecting the contractual language to the named federal or state obligation it sits next to: FERPA, COPPA, state student data privacy law, or federal program requirements

  • The Action Line: one specific written step a named accountable human at a district can execute this week, including the exact language to put in writing to the vendor

  • Method Note: a short reference to the Forensic Read methodology, so any reader can see how the findings were produced and reproduce the analysis on a clause of their own

  • Citation Block: a formal citation for any reader, journalist, attorney, or researcher who needs to reference the issue in their own work

The Vendor Language Brief is a free weekly forensic read on the language inside the contracts, privacy policies, and federal compliance documents that K-12 and higher education institutions sign with their vendors.

Each issue takes one clause, in one document, used by many districts, and reads it the way a federal monitor or plaintiff's attorney would.

The Federal Findings Digest

What each issue includes

  • The most relevant federal findings on AI published that month, selected for K–12 impact and organized by program area

  • A plain-language summary of what the document says

  • A TLF interpretation of the compliance implication for your school

  • A Your Action section with specific, concrete steps your team can take

  • A clear flag when a federal notice does not apply to K–12, so you don't spend time on it

Your monthly rundown of federal regulatory changes, compliance developments, and policy shifts that affect K-12 AI governance. Each entry cites a primary source. Each K-12 implication is grounded in the action that triggered it.