How does the blockchain know that your transaction is 'valid'?

It is recorded forever on a public ledger, and then thousands of devices verify it through mechanisms like proof of work and proof of stake to prevent fraud and double spending without any intermediaries!

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https://www.generallink.top/ar/academy/articles/how-are-cryptocurrency-transactions-verified