← Founder Notes
Archive

The ai tutor just scored lower than the control group. a university of maryland trial with nearly…

Yethikrishna ROriginal on Threads

the ai tutor just scored lower than the control group. a university of maryland trial with nearly 2,400 undergraduates found students offered a gpt-4o tutor earned about 4 points less and disengaged, even though most barely used it.

access alone changed their studying.

Context

A University of Maryland randomized trial of 2,379 undergraduates and 30 instructors found that access to a course-integrated GPT-4o tutor reduced final grades by 0.37 standard deviations, per the SSRN paper's abstract, with lower engagement on the course platform.

Inside Higher Ed notes that only about 15 percent of students in the study actually used the tutor.

How it compares

The trial size, the GPT-4o tutor, lower grades and lower engagement match the paper and coverage. Edtech coverage translates the grade effect to about four points.

'Most barely used it' matches the 15 percent usage reported by Inside Higher Ed.

'Access alone changed their studying' is the author's reading, not a finding in the pages read.

Related work

Watch next

  • Read the paper for the engagement measures.

Sources

  1. SSRN, Sep 30, 2026papers.ssrn.com
  2. ETIH, Oct 2, 2026edtechinnovationhub.com
  3. Inside Higher Ed, Oct 7, 2026insidehighered.com

Provenance

The note above is reproduced unedited from the original post, first published on Threads on 10 October 2026 at 06:46 IST. Sources are the papers and datasets the note draws on.

View the original post
Embed this note
<iframe src="https://founder.myndlabs.tech/notes/embed/the-ai-tutor-just-scored-lower-than-the-DeS4fI7iArj" width="480" height="420" style="border:0;max-width:100%" loading="lazy" title="The ai tutor just scored lower than the control group. a university of maryland trial with nearly…"></iframe>

More notes