I am very confused about those two, I was trying to understand the difference but it all sounds the same from what I read online.

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An identity says who you are while authorization is concerned with validating someones mandate, aka the individual permissions to specific application functionality, data, or service.

Authenticating a person focuses on letting someone prove who they are. One identity can for example be linked to multiple accounts where each account can have different permissions within the system.

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