ChatGPT Health and European Schools
January 5, 2026
A major AI health launch can quickly trigger interest from school leaders, PSHE leads and safeguarding teams, especially when headlines suggest new support for wellbeing conversations. Yet if a service is not available in the UK, EEA and Switzerland, schools need a calm, evidence-based response. This briefing explains how to verify geographic availability, avoid mistaken procurement assumptions, assess data protection and safeguarding risks, and put a no-regrets contingency plan in place using human-led support and approved alternatives for the current term.
2025 in AI and Education: What Changed
December 31, 2025
2025 brought bigger models, louder launches and sharper policy debates, but schools did not change because of headlines alone. By December, the real shifts were quieter: tighter governance, more careful procurement, clearer safety boundaries and more selective use of AI for routine workload tasks. This end-of-year review judges the year by one practical test only: what actually altered day-to-day school practice. The verdict is clear. 2025 mattered less for dramatic breakthroughs and more for the boundaries and habits that finally became normal.
DeepSeek V3.2 for Schools
December 19, 2025
DeepSeek V3.2 has sharpened a question many schools and MATs are now asking: when does an open-source frontier model genuinely reduce costs, and when does self-hosting create more risk than value? This article offers a practical decision-making framework for education leaders weighing public APIs, managed private hosting and in-house deployment. It looks beyond licence fees to governance, infrastructure, staffing and total cost of ownership, helping leaders judge whether DeepSeek belongs in a pilot, a procurement process or on a future roadmap.
End-of-Term AI Privacy Audit Checklist
December 17, 2025
End of term is one of the best times to review how AI tools are handling staff and pupil data. This practical checklist helps schools identify which tools have actually been used, what information sits inside them, who owns the accounts, and whether retention, export and deletion routes are clear. Using disappearing chat history after consent changes as a cautionary example, the article shows how to reduce risk before the holidays and set up simpler, safer governance for the new term.
Vibe Coding Explained for Teachers
December 5, 2025
Vibe coding has quickly moved from tech circles into wider public discussion, but many teachers are left wondering what it actually means in practice. This article explains the term in plain English, why it matters for educational software, and how AI-assisted development could speed up the tools schools use every day. It also looks at the risks, from reliability and safeguarding to procurement and accountability, so educators can ask better questions before trusting products built at speed.
Black Friday 2025: AI Deals for UK Schools
November 28, 2025
Black Friday can feel like a rare chance to “save” on AI subscriptions, but schools don’t buy like consumers. This UK-school-first guide helps you judge whether an EdTech AI deal is genuinely cheaper over the year, and how to spot common dark patterns such as auto-renew traps, seat minimums, and misleading “free” add-ons. You’ll also find a practical 60-minute mini-procurement workflow with UK GDPR/DPIA prompts, safeguarding checks, approvals, budget coding, and cancellation controls.
Microsoft Ignite: AI highlights for school ops
November 20, 2025
Microsoft Ignite can feel like a firehose of AI updates, but schools need a calmer translation into operational decisions. This briefing focuses on what typically changes for education, what to switch on (and what to leave off), and how to evidence choices for governors and senior leaders. You’ll find a practical “so what” filter, the handful of education-relevant AI highlights worth tracking, and a 30-day rollout checklist aligning M365 admin controls, data protection, safeguarding and assessment integrity.
Report Writing 2025: AI Tools Compared
November 18, 2025
Report writing in 2025 is less about “which chatbot is best” and more about whether your process is safe, repeatable, and defensible. This article compares leading AI assistants through a procurement-to-classroom lens, focusing on a practical comment pipeline: evidence in, tone-checked draft, moderation, and publish. You’ll find a rubric for evaluating tools, scenario-based workflows for individuals through to whole-school roll-outs, and concrete guidance on minimum-data inputs, tone consistency, and audit trails that satisfy DPO/SLT scrutiny.
GPT-5 watch: a Week 1 readiness pack
October 30, 2025
GPT-5 will arrive with noise, hot takes, and rushed “try it now” activity. This briefing is a standing Week 1 readiness pack you can prepare in advance, then activate on day one without triggering tool sprawl. It covers a safe test bench (accounts, data rules, logging, roles), a five-day evaluation sprint with evidence capture, and a focused set of tasks that reveal meaningful differences versus GPT-4/4.1. You’ll also get the smallest policy and comms updates needed to keep staff aligned and learners protected.
Google Classroom AI update: October 2025
October 1, 2025
This October 2025 operational briefing summarises what has changed in Google Classroom and Google Workspace AI since September, and what has not. It maps those shifts to practical school decisions: what to enable, what to pilot, and what to keep disabled by role and age phase. You’ll also find an admin control map with the exact places to check key settings, plus three privacy-minimal teacher workflows that still save time. Finally, there’s a DSL/DPO-ready UK GDPR and safeguarding checklist you can evidence.
AI Tutoring Platform Comparison 2025
September 24, 2025
UK schools are being offered “AI tutors” at pace, but procurement decisions in 2025 need more than glossy demos. This guide compares Khanmigo, Synthesis and key alternatives through one evidence-based rubric: pedagogy, curriculum fit, SEND and accessibility, safeguarding, UK GDPR and data protection, admin controls, pricing and total cost of ownership, and implementation workload. You’ll get best-fit-by-scenario recommendations, a 30-day pilot plan with stop/go criteria, and a practical checklist to support governors, DSLs and IT leads.
EU AI Act: One Year On
September 17, 2025
One year on from the EU AI Act, UK schools are not directly regulated by it, but many of the products schools buy are built, marketed, or supported by suppliers who are. This article translates “high-risk” thinking into a practical procurement and governance playbook: vendor questions, a simple risk register, and audit-ready documentation. It also shows how to align this work with UK expectations around data protection, safeguarding, and assessment integrity—without over-claiming legal obligations.
Claude Autumn 2025 Update: School Briefing
September 12, 2025
This calm, procurement-ready briefing translates the Claude Autumn 2025 update into practical school decisions. It highlights what to re-test (and what not to), which new safety and admin controls matter most in managed environments, and how pricing or access changes can affect equitable rollout across staff and students. You’ll also find a one-page, school-safe re-evaluation checklist you can run with no pupil data before renewing or expanding use.
AI in Education: September 2025 stability map
September 3, 2025
September 2025 feels calmer than last year, but not because the technology has stopped moving. What has changed is the pattern: a small set of models and platforms are now “good enough” for everyday school tasks, while the newest features (agents, multimodal media, and complex data flows) remain hard to govern. This stability map sets out what has genuinely settled since spring/summer, what is still volatile, and how UK schools can start the year with calm governance, minimum viable tooling, and evidence capture—rather than another round of pilots that create noise without learning.
Back to School AI Toolkit 2025
August 11, 2025
A back-to-school AI plan succeeds when it is small, predictable and safe enough to run during busy weeks. This article sets out a ‘minimum viable’ toolkit for 2025: one assistant, one writing space, one image tool and one accessibility layer, with default privacy settings that reduce risk without blocking useful practice. You’ll also find procurement questions, role-based workflows, and a 30-day rollout checklist designed to prevent tool sprawl and protect staff workload.