Anthropic’s AI Constitution: School Lessons
January 21, 2026
Anthropic’s expanded 23,000-word AI Constitution offers schools a useful case study in how AI safety frameworks become more detailed over time. The value for school leaders is not in copying a vendor document, but in noticing what gets made explicit: new harm categories, clearer boundary rules, and sharper decisions about when a system should refuse, redirect, or escalate. This article explores what that evolution can teach schools about AI policy, acceptable-use clauses, and safeguarding guidance, and provides a practical way to turn broad vendor language into school-ready rules.
ChatGPT Adverts and School AI Risk
January 19, 2026
ChatGPT’s move towards adverts is more than a product update. For school leaders, it is a warning that the long period of seemingly free, stable consumer AI may be ending. If staff workflows now depend on free-tier tools, monetisation changes can quickly affect access, reliability, privacy expectations and trust. This briefing explains why UK and Swedish schools should shift core routines off consumer free tiers, how to identify the most exposed workflows, and what procurement, policy and contingency steps to take this term.
Claude Cowork for Non-Technical School Staff
January 12, 2026
Claude Cowork offers a more approachable way for non-technical school staff to use AI in daily operations without needing code, scripts or specialist setup. For department heads, SENCOs, office teams and operations staff, it can support report drafting, timetabling analysis, communication and resource creation in a workspace built around prompts, files and review. The key is using it with clear guardrails: minimum-data inputs, accessibility checks, human sign-off and strong governance so AI supports professional judgement rather than replacing it.
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.
January INSET AI Policy Sprint Pack
December 29, 2025
January is a practical moment to refresh your school’s AI acceptable use policy, especially after a busy autumn term and new governance developments. This sprint pack turns policy review into a focused 90-minute INSET session, with clear discussion prompts, lift-and-adapt clauses, and implementation steps for the first month back. It also highlights what has changed for 2026, including EU AI Act phase-in, updated DfE guidance, and the rise of long-context and agent-like tools.
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.
Claude Opus 4.5 School Briefing
December 12, 2025
Anthropic’s Infinite Chats feature changes how schools may use AI over time, especially for extended research, curriculum planning, and iterative drafting. The opportunity is clear: longer-running conversations can support richer projects and reduce repeated setup work. Yet schools also need stronger habits around evidence, privacy, safeguarding, and staff judgement. This briefing explains what changed, where the gains may be strongest, and how to build safe workflow patterns that do not drift into unsafe data sharing or over-reliance on one ever-growing chat thread.
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.
December Countdown: End-of-Term AI System
November 25, 2025
December in schools brings a familiar spike: cover changes, heightened behaviour, last-minute events, parent/carer messages, and marking decisions that cannot wait. This article offers a practical 10-day “December Countdown” operating system: one AI-assisted micro-routine per day, designed to take 10–15 minutes and reduce mental load without handing over professional judgement. You’ll also get a safeguarding-by-design protocol, disclosure-safe language, and copy-and-adapt templates that keep data minimal, decisions human, and records tidy.
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.
Anti-Bullying Week digital citizenship response kit
November 12, 2025
Anti-Bullying Week works best when it moves beyond awareness and into response readiness. This practical “digital citizenship incident response kit” helps schools rehearse cyberbullying scenarios, use calm first-response scripts, and follow a clear reporting-and-recording route that pupils, staff and parents/carers can understand. You’ll find copy-and-adapt vignettes for KS2–KS5, guidance on evidence and safe storage, and curriculum links that join PSHE and Computing without turning it into a one-off assembly.
Remembrance: Teaching History Sensitively with AI
November 10, 2025
Remembrance teaching asks for careful language, accurate sources, and thoughtful representation—yet AI can unintentionally sensationalise trauma, flatten complex histories, or invent “authentic-sounding” details. This article offers a practical teacher-in-the-loop workflow for drafting assemblies, readings, and enquiries with AI while running three mandatory checks: emotional safety, representation and bias, and source integrity. You’ll also find prompt patterns, classroom routines that model verification without making it an “AI lesson”, a short transparency note for pupils and families, and a printable one-page checklist with a sign-off record.