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 extension and operational tooling of each issue is available through the Vendor Governance File subscription.
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.
The First Watch: A Drift+The Forensic Read™ Report
A companion reference for procurement & decision making.
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The First Watch is a longitudinal record of how K-12 AI tools move underneath their own marketing surfaces between procurement reviews.
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Every audit takes a fixed roster of tools already in widespread district use, places each one against a dated baseline, and reports what changed at the policy layer, the enforcement layer, and the product surface during the rotation window. Each finding is cross-referenced against the vendor's own primary sources, including privacy policies, terms of service, data processing agreements, subprocessor disclosures, admin-console release notes, and the vendor's own announcement channels. No third-party summaries, no AI-generated commentary, no speculation. One tool is added to the roster per month.
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The Drift Category: No Drift, Watch, or Flag. This describes whether the existing Tool Spotlight Card on file still describes the tool accurately, whether new context warrants practitioner awareness, or whether the assessment requires update before continued use.
The Forensic Pattern: Convergence, Asymmetric Movement, or Divergence. This describes how the vendor's policy and posture moved relative to each other during the rotation window. Convergence means the vendor said and did the same thing. Asymmetric means one layer moved while another held still. Divergence means the vendor's posture and its policy moved in opposite directions.
The Tool-by-Tool Findings: for each tool, the dated baseline, the dated movements observed during the rotation, and the citation trail back to the vendor's own published source.
The Forensic View: the cross-tool reading. What the rotation as a whole reveals about how the K-12 AI vendor market is moving this cycle.
What the Practice Requires: the operational steps a district can take this week to stand up the same verification cadence on its own roster.