Thermodynamic Computers Harness Energy Flow for Next-Gen Computing

For seventy years, computers have consumed energy the way inefficient engines burn fuel — taking in far more than the work requires and releasing the rest as waste. Now, a growing community of researchers is turning to thermodynamics itself as a guide, asking whether machines might be redesigned to work with the natural flow of energy rather than against it. Thermodynamic computing, still in its early stages, seeks to close the gap between how much energy computation actually uses and how little physics says it must. The stakes are not merely technical: data centers already consume roughly thr