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Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.

This behavioral shift creates a new visibility challenge. Your content might rank perfectly on Google, but if it's invisible to AI models when they're formulating answers, you're missing an enormous and growing segment of potential traffic. The users who discover information through AI tools never even see your traditional search rankings because they never visit a search results page.

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