The Mechanism That Makes LLMs Actually Understand Language: Self-Attention Explained

Static embeddings can't tell 'bank' the financial institution from 'bank' the riverbank. Self-attention is how language models fix that — by rewriting each token's meaning based on what surrounds it.

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Johannes Hayer

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