Argument passing refers to the method by which arguments are passed to functions or procedures in programming, which can significantly affect the behavior and outcome of the program. The two primary modes are pass-by-value, where a copy of the argument is passed, and pass-by-reference, where a reference to the actual data is passed, each having its own implications for memory usage and data manipulation.