Information Theory

July 2026

• Jul 3, 2026ConceptsHick's Law: Why More Choices Slow You DownHick's Law explained: how decision time grows logarithmically with the number of choices, its information-theory roots, design uses, and where it breaks down.15 MIN1.9k

June 2025

• Jun 23, 2025ExplainersDevelopment of Information TheoryShannon defined information as reduction of uncertainty. Bit is the fundamental unit. Entropy measures information content and compression limits.37 MIN32.7k
• Jun 4, 2025ExplainersPutting Information Theory to WorkApply information theory: Entropy measures surprise and uncertainty. High entropy is informative, low is predictable.51 MIN21.0k

March 2025

• Mar 26, 2025ExplainersInformation Theory Unpacked: Shannon and Digital FoundationsA guide to information theory: how Shannon defined information, what entropy measures, how data compression and error correction work, and how...16 MIN8.3k

August 2024

• Aug 2, 2024ExplainersEntropy Explained: The Science of Disorder and TimeWhat is entropy? Explore Boltzmann's statistical mechanics, the second law of thermodynamics, Shannon's information theory, and why entropy gives...18 MIN4.3k