Using rules of entropy in AI coding

Curious if the explicit application of thermodynamic entropy principles to AI, such as optimizing information compression and exploring solution spaces in the way physical systems seek equilibrium, could be an innovative coding angle.
ChatGPT suggested sharing this idea with developers to possibly inspire novel approaches to making ChatGPT more efficient and adaptable, particularly in handling complex conversations and managing computational resources effectively.