how do you make sure they are not using their mobile phone with llms while the exam? I have seen that happening.

At my child's high school, phones are "off and away all day", and the punishment for being caught with a phone in your pocket (or hands) is pretty severe.

During an exam, it's an instant zero mark, on top of the after-school detention (the punishments escalate to suspension and expulsion for repeat offenses).

The same method that any test given in the last 150 years has done to prevent people from using cheat sheets or similar, by having roaming proctors in the room? Or policies like certain models of HP or TI graphing calculator only allowed on the table, for the sort of test that requires one...

If people wanted to get really serious you could use a cell phone jammer and have students pass through a mini EMP at the door.

Build a Faraday cage around your examination hall :)

Seems like a problem an entrepreneur / technologist can easily solve.