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exam-harm · bastani-2025-generative-ai-guardrails

Revision 0c664386-378f-4861-9ee9-54042af20047 · 9/26/2026, 3:08:32 PM UTC
Claim ID
exam-harm
Assertion
In a randomized trial with nearly 1,000 Turkish high school students, access to an unrestricted GPT-4 interface improved practice scores by 48% but reduced scores on a later unassisted exam by 17%; a tutor version with guardrails improved practice scores by 127% and largely eliminated the harm, without producing a positive effect.
Quote
students in the GPT Base arm perform statistically significantly worse than students in the control arm by 17%; this negative effect is essentially eradicated in the GPT Tutor arm, though we still do not observe a positive effect.
Quote language
en
Locator
section: Introduction
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