Checked exceptions are a feature in some programming languages, like Java, where the compiler enforces error handling by requiring that a method either catches or declares any exceptions it might throw. This mechanism aims to increase program robustness by ensuring that developers anticipate and handle potential error conditions explicitly at compile time.