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Notes on AI engineering, LLM systems, real-time infrastructure, and open-source. Published when something is worth sharing.

LLMDeep LearningTransformersAI
May 22, 2026·14 min read

Attention Is All You Need — How Transformers Actually Work

The 2017 paper that rewrote AI. Here's a plain-English walkthrough of every piece — from tokenization and embeddings all the way through multi-head attention and why it was such a big deal.

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