Image-generation tools work by training on staggering volumes of visual data. Engineers scrape public photos, stock libraries, art portfolios, even forgotten forum posts.

The oilfield operation scene is complex, involving multiple links such as drilling, fracturing, and oil extraction, with dense equipment and variable environments. The intelligent assurance system ...