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Notes on AI engineering, LLM systems, and real-time infrastructure. I post when I actually have something worth posting, which is not often.

LLMDeep LearningTransformersAI
May 22, 2026·14 min read

Attention Is All You Need — How Transformers Actually Work

The 2017 paper behind every model you use now. A plain-English walk through each piece, from tokenization and embeddings up to multi-head attention, and why it beat the recurrent models it replaced.

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