Occidental will show how it tests its own oil and gas AI agents at SPE ATCE in Houston on Oct 22
An operator checking whether its agents get the right answer every time, not just once, is the proof most vendor demos skip.
An operator checking whether its agents get the right answer every time, not just once, is the proof most vendor demos skip.
Across eight scenarios with no prior knowledge of the systems, the models met every objective, and in one they found a robotic arm, mapped its limits and moved it. No single safeguard stopped them every time.

Josh Cook, a Microsoft MVP, says Apps in Copilot Studio is now in public preview. You describe what you need, refine the draft by chat, connect approved data, test, then publish and share. This is how a plant or sales team could build a small internal app without a developer.
Rajat Bhageria argues a robot that does one task at 99.9% can be worth more than one that does 100 tasks at 70%, because at 70% "you don't even get a sales call." It's a fair test for any AI tool pitched to an operation. The episode is sponsored by CoreWeave.