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Tag: Generalization

3 articles

No Such Thing as an Average Child
Ethics & Society

No Such Thing as an Average Child

Thirty-something AI tools evaluated for school curricula. Almost none had been tested specifically on children. The science of developmental variation explains why that's not just a gap in documentation — it's a design failure with a long and troubling history.

Jules OkaforJules Okafor·March 15, 2026
Your Brain Runs on Stories. AI Runs on Text.
Cognition & AI

Your Brain Runs on Stories. AI Runs on Text.

Stories aren't just how humans communicate — they're how we think. Language models can predict your brain's response to a sentence. They still can't tell a story. Here's why the gap is wider than it looks.

Maren SolisMaren Solis·March 11, 2026
Kids Compress. AI Memorizes. That's the Whole Problem.
Neuroscience & AI

Kids Compress. AI Memorizes. That's the Whole Problem.

A toddler generalizes 'dog' from 3 examples. AI needs millions. The reason might be that cognitive constraints — not capabilities — are what produce genuine abstraction.

Theo KaskTheo Kask·March 4, 2026
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