When access to authoritative answers becomes near‑free, people stop doing the messy, difficult work of exploration and interrogation; this collapse of exploratory habits reduces long‑term judgement and learning. Design and training that intentionally introduce friction — e.g., prompting AI to generate counterarguments or using AI as a 'sparring partner' — can preserve and amplify human critical capacities.
— Highlights a predictable social/educational failure from cheap information and prescribes concrete product and pedagogy changes to prevent civic and cognitive atrophy.
EditorDavid
2026.04.26
100% relevant
Vivienne Ming’s Wall Street Journal report and experiment (comparison of human, AI, and hybrid teams on Polymarket‑style forecasting, with 5–10% of teams using AI as a sparring partner outperforming others) provides the empirical instance and the coined label.
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