AI will not write a good science lesson for you. It will write a plausible-looking lesson that may contain errors your pupils cannot spot. That is a different problem from the one most people are discussing.
https://www.sciencefix.co.uk/2026/04/ai-generated-science-lessons-3-things-to-check
#AIinEducation #PrimaryScience #UKTeachers #EdTech
@dannynic
Completely agree on lesson generation 🎯
The use case we've found AI is actually reliable for is marking, not creating (for now at least). When the AI is calibrated against the teacher's own moderated samples and marking to a fixed rubric with temperature set to zero, the consistency holds up in a way it doesn't when generating open content. Different problem, different dynamics πŸ“ https://excoms.ai/products/marking-agent/
AI Marking Agent β€” ExComS.ai

AI Marking Agent Consistent marking, at scale, with a full audit trail for every score. Calibrated to your mark scheme β€” not a generic rubric. Built for UK universities, deployed on Azure UK South. It’…

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