Episode 86 explores how quantum computers are simulating catalytic reactions that classical computers can't crack — and why that matters for everything from fertilizer production to carbon capture. Lucas and Luna break down a recent experiment where a quantum processor modeled the active site of a nitrogen-fixing enzyme with 94 percent fidelity, a step toward making the Haber-Bosch process more efficient. They discuss the scale of the problem: the Haber-Bosch process consumes 2 percent of global energy and produces 1 percent of global CO2 emissions, yet a full classical simulation of a single catalytic step would require more atoms than exist in the universe. Quantum computers working with just 50 logical qubits could crack the essential electronic structure. The episode also touches on the challenges — error rates, qubit coherence times — and what the next milestones look like: maybe a practical catalyst design within five years.

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