The main reason to self-custody your crypto is to avoid trusting a custodian (like a CEX) to protect your private keys. A custodian---just like a bank---could go bankrupt, commit fraud, or otherwise misuse funds without your consent. Self custody lets you alone manage your assets, with the help of a trusted wallet.