Plain meaning
Start with the shortest useful explanation before going deeper.
The practice of personally controlling your cryptographic private keys rather than entrusting them to a third party (exchange, custodian). Self-custody follows the principle 'not your keys, not your coins.' Hardware wallets and properly secured seed phrases enable self-custody. Risks include key loss (no recovery) and social engineering attacks.