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TLDR: It's a contract of contracts, one of which is an uncollaterized loan typically followed by a sequence of trades which all must occur atomically (in one transaction) on the blockchain.

More technical breakdown from aave, the leading choice for flash loans:
https://docs.aave.com/faq/