An SPE series piece says real-time AI recommendations that affect the well should sit inside management of change, with a qualified engineer who can review and override each decision. Its line: the future is collaborative intelligence, not autonomous drilling. Five of the six authors work at Halliburton, which sells drilling software.
Google's Gemini account says you can upload a photo with rough measurements and have Canvas in Gemini build an interactive 3D CAD studio, with live sliders and printable STL export. The example is furniture accessories, and the post names the model as "Gemini 4 Argon". Plant teams could try the same photo-to-part idea for small brackets, covers and fixtures.
Vikas Yadav replied with a link to Google's guide for configuring the Google Workspace MCP servers. The person he answered had asked how to connect Google Search Console to Claude through MCP, and Search Console is not among the products the guide covers. The guide covers Gmail, Drive, Docs, Sheets, Slides, Calendar, Chat, People and Classroom, and it is a Developer Preview. It matters because MCP is how many AI tools now reach company documents, mail and calendars.
Chris Yoo says his team launched a way to pick a model, pick a robot and a task, and run it with real-time inference over the cloud, no local GPU. It's a vendor launch post, so treat it as the company's claim. Robot teams would need to check latency before trusting a cloud link on the floor.