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Insights, tips, and updates for UK secondary teachers using AI in the classroom.
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From Chatbot to Co-Worker: What "Agentic AI" Actually Means for Teachers
Agentic AI sounds like jargon, but it points to a real shift: systems that can plan and take steps to complete a task, not just reply to a prompt. Here is what that means in classroom terms, and what to look for when you are choosing tools.
What 200,000 marking decisions taught me about how we mark essays
After two years building an AI marking platform used by 400+ teachers, I've noticed consistent patterns in how marks get adjusted, where judgement calls cluster, and what actually helps pupils improve. The biggest surprise wasn't about accuracy. It was about feedback and time.
The Birth of the App: From Sceptic to Advocate
TeachEdge.ai started as a practical response to the essay-marking workload — but quickly became a bigger idea: co-intelligence, where AI produces a strong first draft and teachers apply judgement, context, and care.