Shinde Aditya

EigenState

Science EN ↓ 1 episodes

EigenState is a long-form science and technology podcast exploring the physical foundations of intelligence, computation, mathematics, and emerging technologies. Each series investigates a fundamental question shaping the future of civilization: Why does intelligence require energy? Why does AI live inside geometry? What are the limits of computation? And what happens when physics becomes the bottleneck? Through deep narratives, scientific history, and first-principles reasoning, EigenState connects information theory, artificial intelligence, physics, mathematics, robotics, and complex system...

Author

Shinde Aditya

Episodes

The Thermodynamics of Intelligence: Why AI Can't Think for Free 23.06.2026 26:51

Why does the human brain operate on roughly twenty watts while modern artificial intelligence systems consume megawatts? The answer begins with an unexpected claim: information is physical. For decades, information was treated as an abstract mathematical object—a sequence of symbols detached from the material world. But twentieth-century physics revealed something deeper. Every bit of information...