Public learning paths

Study papers in a deliberate order.

Editorial starting points and reader-curated paths. No follower counts, rankings, or popularity feed.

Learning path · 3 papers

Transformer foundations

A compact route from deep residual learning to attention and the scaling behavior of language models.

Curated by DeepStudy editorial

Learning path · 3 papers

Reliable paper reading

A three-paper practice path for tracing claims through architecture, experiments, and empirical scaling evidence.

Curated by DeepStudy editorial

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Learning path · 3 papers

Transformer foundations

A compact route from deep residual learning to attention and the scaling behavior of language models.

Curated by DeepStudy editorial

Learning path · 3 papers

Reliable paper reading

A three-paper practice path for tracing claims through architecture, experiments, and empirical scaling evidence.

Curated by DeepStudy editorial