The regulator's own evidence chain is becoming AI-assisted: NOAA Fisheries has made testing machine learning in its electronic-monitoring review an explicit priority, and the pipelines are funded and running in Alaska and the Gulf. When the agency reads records with a machine, the question of how the operator's records were produced follows naturally, and the operators who can answer it in writing hold the stronger file in an approval fight.
Under a written position, AI already does defined work across a US operation, each task with a named checkpoint before a record leaves the building.