There is a reported gap between the potential and actual execution of artificial intelligence, with various industries and companies affected. The extent and value of this gap are unclear, with different estimates and contexts being discussed. Efforts to close this gap are underway, with some companies releasing production-ready ai agents and others researching ways to tap into untapped ai value.