AI tutor for schools

An AI tutor helps a student learn. It does not sit the test.

An AI tutor for a school is a tool that stays on the curriculum, asks the student to explain their thinking, and leaves the assessed work to the student. CurricuLLM is that kind of AI tutor. ChatGPT is not.

What is an AI tutor for a school?

An AI tutor guides practice. The student answers in their own words. Questions move with what they can already do. The teacher can see that progress. A general chatbot that writes the answer is a different product, even when a school uses it for homework.

How is this different from ChatGPT?

ChatGPT is built to finish the task. An AI tutor for schools is built to keep the thinking with the student, and to stay inside the curriculum the school actually teaches. CurricuLLM also gives the school controls: who can use it, what gets flagged, and a record teachers can act on.

What should an AI tutor not do?

It should not complete unsupervised assessment. If a take-home essay can be written by the tool, that task is no longer evidence of what the student can do. Use an AI tutor for learning. Design the assessment so the student still has to show the work.

How CurricuLLM stays on the curriculum

Galaxy turns curriculum outcomes into a map students can see, instead of a blank chat box that asks them to know what they do not know. Teachers plan against the same curriculum. The weekly notes below are how we think about the edges: safety, age, homework, and what the tool should leave to a person.

Start a free school pilot or read the AI tutor notes.