[Submitted on 16 Jun 2022 (v1), last revised 6 Mar 2026 (this version, v3)]

A visual, intuition-driven introduction to information theory and its core concepts

Information theory, though originally developed for communications engineering, provides mathematical tools with broad applications across science. These tools characterize the fundamental limits of data compression and transmission in the presence of noi