Memory safety is a programming discipline aimed at preventing software errors and vulnerabilities caused by incorrect handling of memory operations, such as buffer overflows and dangling pointers. Ensuring memory safety is crucial for building secure and reliable software systems, as it helps prevent unauthorized access and data corruption.