The oil and gas industry sits on one of the most valuable and underutilized assets in the global economy — decades of proprietary operational, subsurface, and production data — and frontier AI labs, enterprise software vendors, and next-generation data center infrastructure are converging around a singular need for exactly that. This panel moves beyond the hype to examine what is actually working: from major enterprise platforms now orchestrated by autonomous agents, to individual engineers delivering breakthrough capabilities through vibe-coded applications nobody thought possible a year ago. Across that full spectrum, one requirement is non-negotiable — when billions of dollars and human lives depend on autonomous systems, trust and auditability are not optional. Read more here.