Quantum Thermodynamics Under Universal 1/E^2 Suppression: Precision Limits and Entanglement Solutions

This work extends the universal 1/E^2 suppression framework to quantum thermodynamics, demonstrating how energy-dependent coherence decay governs thermodynamic uncertainty relations, quantum clock precision, and measurement noise reduction strategies. We derive fundamental limits on quantum metrology, propose entanglement-based precision enhancement protocols, and validate predictions against superconducting qubit and gravitational wave interferometer data. The theory is presented with complete mathematical derivations and experimental validation pathways while maintaining accessibility through non-expert analogies.