When the AI reads "it," how does it know what "it" means?

The idea behind every modern model, shown as a heatmap you can tap: how it decides which of your earlier words matter for the word it's writing next.

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Attention is how a model decides which words matter for each other word

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It's the core idea of the Transformer (2017), behind today's models

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Specific names in your instructions give it clear things to connect

What this means for your app

Name things exactly. "Fix the login form in Login.tsx so it checks the password" gives the model clear words to connect. "Fix it" makes it guess what "it" is, and in a long chat it may guess wrong.

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When the AI reads "it," how does it know what "it" means?

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