Ayo what? Can someone explain this to me? How did this person just lose $300k?

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Short: they borrowed Bitcoin and sold it with the promise to rebuy it again later to return to the exchange. If the price drops in this time, they make money.

This short was taken with leverage, in other words borrowed money.

They borrowed money to bet that Bitcoin's price would drop, but it went up so they lost a bunch of dollars.

Search investopedia for the terms: options trading, leverage, liquidation