Choosing to Stay Human
One Useful Thing · Ethan Mollick · 2026-05-26
Ethan Mollick argues, drawing on BCG consultant experiments and school AI trials, that reflexive AI use for writing and cognition risks 'cognitive surrender' and skill atrophy, urging intentional choices about which tasks to keep human.
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Extraction
Topics: cognitive-offloadingai-educationhuman-ai-collaborationai-writing
Claims
- AI-generated writing has become pervasive across social media, academia, and journalism, often producing text that appears meaningful but contains no underlying human intent.
- High school students who used ChatGPT for math homework performed worse on subsequent tests than peers without AI access, demonstrating that AI shortcircuits learning.
- An AI tutoring system personalizing problem sequences for students in Taipei improved final exam scores by 0.15 standard deviations, equivalent to 6-9 months of additional schooling.
- In a study of 758 BCG consultants, those using GPT-4 were significantly less likely to correctly solve a problem the AI answered incorrectly, showing over-reliance risk even among elite performers.
- Agentic AI systems, designed for frictionless task completion, structurally encourage cognitive surrender rather than active engagement.
Key quotes
These posts are just meaning-shaped attention vampires that take mental effort to decode and give you no equivalent understanding in return.
Agentic systems are designed to make your life easier, because they just do stuff. Which is great for getting stuff done, bad for learning anything, or staying authentic, or avoiding cognitive surrender.
The point isn't to avoid AI but to be intentional about it by making a conscious choice about AI use, rather than reflexive dependence or reflexive avoidance.