Exception handling in Smalltalk involves catching exceptions using an "on:do:" block. The document discusses the standardization of exceptions in 1996, the predefined exception classes like Error and Notification, and how to catch, signal, and handle exceptions in code. It also covers exception sets, the exception environment, and different ways exceptions can be handled or exited from including resume, return, retry, and resignalAs:.