Kantian epistemology posits that human knowledge is shaped by both sensory experience and innate cognitive structures, suggesting that while we can know phenomena (things as they appear to us), we cannot access noumena (things in themselves). This framework challenges the dichotomy between rationalism and empiricism by asserting that knowledge arises from the interplay between empirical data and a priori categories of understanding.