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Dylancastillo (auto-discovered)

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00:00
2026-08-01
dylancastillo.co
machine-learning

Honey, I shrunk the embeddings: Matryoshka vs. PCA

A new experiment by Dylan Castillo comparing Matryoshka Representation Learning (MRL) and Principal Component Analysis (PCA) for reducing embedding dimensions found that both methods preserve retrieva…

17:17
2026-07-22
dylancastillo.co
large-language-models

Are AI Labs Pelicanmaxxing?

Simon Willison's informal benchmark asking AI models to generate an SVG of a pelican riding a bicycle has become a widely discussed test for large language models. A new experiment tested 1,008 SVGs a…