Memory safety refers to a programming concept that ensures a program can access memory locations without causing errors or vulnerabilities. It prevents issues like buffer overflows, where a program writes data outside its allocated memory space, potentially leading to crashes or security breaches. Languages that enforce memory safety, such as Rust and Java, use various techniques like automatic memory management and strict type checking. These measures help developers avoid common pitfalls associated with manual memory handling, making software more reliable and secure.