What AI tools should a student set up at the start of a semester

Check Policies Before Choosing Tools

Before setting up anything, checking each course’s specific policy on AI tool use matters more than picking the most capable tool, since policies vary significantly between instructors and even between assignments within the same course — using a tool a specific class prohibits carries real academic consequences regardless of how useful it is.

For Reviewing Course Material

A source-grounded study tool that works directly from a student’s own uploaded readings, lecture slides, or notes tends to be more directly useful for exam prep than a general chatbot, since its answers are tied to the actual assigned material rather than the model’s broader general knowledge.

For Catching Up on Lectures

A lecture transcription and summarization tool addresses a specific, recurring time cost — reviewing detailed notes or catching up on a missed or hard-to-follow lecture — directly, without requiring a student to take comprehensive notes in real time.

Why Setting Up Early, Not Speculatively, Matters

Tools tied to accumulated course material become more useful the earlier they’re set up, since value builds as more lecture and reading content is added over the semester — starting in week eight instead of week one means missing most of that compounding benefit.

Bottom Line

After checking course-specific AI policies, a source-grounded study tool paired with a lecture transcription tool covers the two most time-consuming parts of coursework — reviewing material and catching up on lectures — and is worth setting up at the very start of a semester rather than partway through.

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Go deeper

• How Do You Choose Which AI Tool Is Right for a Specific Task?