#Generalization

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Why machine learning research agents don't overfit — and what compression has to do with it - Amazon Science

Hacker News·about 1 month ago

New research indicates that AI agents learn compressible models of data, which don’t have enough space to enable memorization.

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Hacker News·4 months ago

Dispersion loss counteracts embedding condensation and improves generalization in small language models (ICML 2026).

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