Grokking Generative AI Fundamentals
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Attention, Intuitively
Two customer messages need a Spanish translation. Both contain the word "bank," but the right Spanish word differs in each. Here is how two kinds of tools translate it:
| Message | A word-by-word lookup | A language model |
|---|---|---|
| "We fished from the river bank." | "banco" (a place for money): wrong | "orilla" (a shore): correct |
| "I paid cash into my bank account." | "banco": correct | "banco": correct |
The lookup reads "bank" alone, so it gives the same answer for both messages
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