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That video implies that google.com reads the clipboard. Is google really spying on my clipboard everytime I go to search?

It’s Chrome, the app, that’s reading the clipboard, not the website.

Why should it read clipboard unless user is pasting something?

It's a UX shortcut. I see this in google maps. If an address is in the clipboard it will offer to shortcut straight to search.