Microsoft

Microsoft's own advisory (msrc.microsoft.com) was not opened directly; details are from ZDI, NVD and CSO. No confirmed exposure window, affected configurations or exploitation evidence. Guidance changed on release day and may change again.

Announcement-day reporting; the 88%-to-98% figure is self-reported without method or baseline period. Most work is planned (data platform at design stage, tumor-board AI exploratory). No financial terms. TNW notes AI scribes can make serious errors; no accuracy data from Ohio State is provided.

Trade reporting of a vendor policy; CRN does not state whether GCC, GCC High or Education tenants follow the same dates. Partner-visibility detail comes from Microsoft partner materials as reported. No measured impact on users yet.

UK institution; licensing (including any Student Use Benefit changes) and regulatory context differ from U.S. campuses. Self-reported plan, not an evaluation. The announcement does not explain funding or license terms.

Secondary analysis of a vendor announcement; publication date inferred from the cited Nov. 5 announcement (page shows no explicit post date, so publicationDate is null); figures depend on Microsoft guidance that may change; written by a California-based nonprofit with a K-12 focus.

News reporting of meeting statements; the claim that Word AI rewrite cannot be disabled is a district staff answer, not verified against Microsoft admin documentation, and may depend on licence, app version or policy settings. Education Lab is Gates Foundation-supported (disclosed). No learning-outcome data.

Australian federal guidance under the Archives Act and PSPF; U.S. public-records and retention schedules differ by state. Published Nov. 6, before the last completed microsoft run, but not previously archived; included for its direct relevance to the Portland assessment in this edition. Original DTA documents not opened; findings rely on IDM.

Trade press synthesis of Microsoft statements plus analyst opinion; commercial-tenant focus; no SLED-specific measurements; EU competition angle is speculative commentary, not a formal investigation of Copilot caps.

District communications, not an independent audit; Microsoft funds the $4,000 awards; interaction counts are self-reported; no student-learning outcome metrics; student Copilot access is outside this article's scope.

Philippines legal/education context; Copilot seat count and educator-usage stats are vendor claims; no measured classroom outcomes.

Analyst reporting with prices that may differ by Academic Price Level or contract; some details come from partner briefings. Global prices may not match U.S. reseller pricing. Not a measured outcome.

Danish municipality; US public-records and procurement regimes differ; FTE savings explicitly not AI-primary; Microsoft customer-story metrics (separate vendor page) were not used as independent evidence; no measured Copilot time-savings in this article.

Vendor claim; no prices disclosed on the page; details deferred to Microsoft Learn FAQ and account teams; impact depends on each institution's contract dates; applies globally, not only US.

Commercial-tenant focus; interpretive sales framing by the reporter; numeric caps still unknown; education/government cloud parity not proven in this article alone.

Does not list which features gain limits or numeric caps; single institution relay of Microsoft policy; education-tenant applicability of commercial rollout details needs Microsoft confirmation per cloud.

Vendor claim only; no performance data, no customer evidence and no dates per feature beyond 'this month'. Federal and state clouds are bundled together. OpenAI model delivered through Microsoft, so it sits in the Microsoft stream.

Reporting on a policy, not on use or outcomes. Very small Canadian town under Alberta law, so transferability to US jurisdictions is limited to the policy design. Licence type and training cost not reported.

Board self-description of a rollout that starts the day after publication; vendor-adjacent claims about Copilot behaviour (Study and Learn, no training) are restated, not independently tested. Ontario context; transferability to US districts depends on state student-privacy law.

An RFP describes intentions, not results. Pilot size, usage data and budget are not disclosed. The timetable is labelled for reference and subject to change. Single agency; findings do not show Copilot effectiveness.

Vendor claim about an unreleased feature. Scope is described as an aim ('We're aiming to cover'). No independent evidence that tutoring mode improves learning or prevents misuse.

Single institution; announcement only, no evidence of benefits. Price reflects UW-Madison's own agreement and may not transfer. Restricted-data approval timeline is an expectation.

Vendor fact sheet, undated; the binding contract text was not inspected. Whether the protections cover all Microsoft AI products and how disputes are resolved is not shown. Applies to US districts only.

Canadian institution; BC privacy law differs from US FERPA context. Page is undated and the price is on a linked page not reviewed. Multi-model availability (Claude, OpenAI) is as stated by UBC.

Draft only; council took no action and the policy may change. Based on news reporting, not the policy text. A small city, so scale and staffing differ from large jurisdictions. The Claude element is outside this stream and is noted only for context.

Vendor documentation. It does not state GCC, GCC High or DoD applicability explicitly, and the page may be updated without notice.

Vendor source; dates are Microsoft's and may slip. The post gives no GCC or GCC High timing, so US government tenants should confirm their own dates. Credit costs are not quantified.

Vendor/partner commentary; UK context. Summarises Jisc's call second-hand. No measured outcomes.

International (EU) context; limited transferability to US SLED procurement and privacy law. Orders, not active use. Whether more Copilot licences will be added is not stated. Researcher translation from Hungarian.

Vendor claim; beta in early 2027, so nothing is available now. Requires a Microsoft 365 Copilot licence, which many districts and students lack. Data-sharing terms are not described.

Vendor announcement; GCC/GCC High applicability not detailed. The usage-billing default applies to Copilot Business in CSP, a smaller-organisation offer. Dates have already moved once.