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In-Context Learning: Learning at Inference Time
A tour through what in-context learning is, how it emerged, and the theories for why it works.
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A Gentle Introduction to Mechanistic Interpretability
Laying down the basics and justifying the existence of the field.
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Singular Learning Theory and Developmental Interpretability
Explaining my basic understanding of SLT and how we can use it for interpretability.
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How Transformers Actually Work: From First Principles to Production
From attention mechanics to training, serving, and interpretability