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Large Language Modelsr/MachineLearningPublished: Jul 14, 2026, 13:00 JST

Reddit user questions reliability of deep learning monograph

A Reddit user in r/MachineLearning posted a question about whether a monograph claiming to provide a unified theory of deep learning through information theory is reliable in light of modern theoretical understanding. The book proposes designing transformers via coding rate reduction and was endorsed by Kevin Murphy.

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