Infinitism is an epistemological theory that posits that knowledge or justified belief is supported by an infinite chain of reasons. It challenges foundationalism and coherentism by suggesting that an endless series of non-repeating reasons is necessary for justification, making it a distinct approach to understanding the structure of knowledge.