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18:11
2026-06-16
lesswrong.com
artificial-intelligence · 19m read · neu

1 Layer Induction Heads and Some Research

Researchers challenge the established belief that induction heads require two layers in transformer architectures, arguing that the phenomenon may be attributable to two attention heads rather than two layers. The invest…

18:06
2026-06-16
dev.to
large-language-models · 9m read · neu

Your RAG Stack Is Solving the 2023 Problem

A developer argues that production RAG systems must move beyond basic top-k retrieval to handle routing, memory, evidence checks, structured retrieval, and security. They outline a taxonomy of 20 advanced RAG types and e…

18:03
2026-06-16
lusob.github.io
machine-learning · 1m read · neu

Embeddings is all you need

A new in-browser voice-to-action system uses a tiny embedding model (MiniLM-L6-v2) to classify intents via cosine similarity, achieving sub-50ms latency without any server or large language model. The pipeline runs entir…

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