What Is Vector Space, and Why Do AI Models Use It?
If intelligence has a hidden geometry, it lives inside a vector space. Every time an AI model recognizes a face, understands a sentence, or connects two ideas, it is not working with words or pixels as we see them. It is working with points in a vast, invisible landscape made of numbers. That landscape is called a vector space, and it is where meaning lives for machines.
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