At OTC in Houston, ExxonMobil’s John Ardill said the coming “demand decade” will require more upstream investment, stronger policy alignment and faster deployment of AI-driven technologies. He pointed to autonomous drilling in Guyana and the U.S. shale model as indicators of where exploration is headed.