Entropy’s Dual Language: From Information to Heat
Entropy, a cornerstone concept spanning physics and information science, reveals a profound duality—measuring both disorder in systems and uncertainty in knowledge. In thermodynamics, entropy quantifies the irreversible flow of energy as heat, driving every physical process toward equilibrium. In information theory, it captures the unpredictability inherent in data, dictating the cost of certainty and the […]