The Representation Layer
Writing
Long-form notes on embeddings, LLMs, retrieval, and the architectures underneath.
All posts
representational convergence is not one thing - part 1May 20, 2026some berts and modernbertMay 22, 2025the llm era: from embeddings to emergenceJanuary 16, 2025journey of embeddingsDecember 5, 2024inspirations behind words and their mappingsNovember 8, 2024words and their mappings - introductionNovember 3, 2024how does elasticsearch work? - elasticsearch architecture - general overviewAugust 31, 2024