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From "token" to "MoE": the LLM glossary in dependency order

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1 SIGNALFIRST DETECTED 3 August 2026
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2 Oct
How LLMs Work: A Journey Through One Sentence

<h1> How LLMs Work: A Journey Through Tokens, Attention, and Transformers </h1> <p>“My favourite rock band is…”</p> <p>How does a large language model take that unfinished

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23 Jul
Next-Token Prediction: How an AI Actually Writes Text (Not Magic — Just Probability)

<blockquote> <p>📺 Prefer to watch? <a href="https://youtu.be/vbnIZiyaFCE" rel="noopener noreferrer">90-second YouTube Short</a> · 💬 <a href="https://t.me/SoftwareEngineerBlog"

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5 Aug
What a Neural Network Actually Computes: From Token IDs to Matrix Multiplication

<p>NLP models cannot process words directly, which is why tokenization[1] exists. Tokenization ends with a list of integers — token IDs like <code>[30642, 1634, 318, ...]</code>.

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