AI and advanced instrumentation can automate manual research processes like plotting and measurements.

“when you have ai like a lot of work that actually is done in research today is still manual work we there are plotting that is still done manual there are measurements that is still done manual but where instrumentation AI really can change this to to the point where I'm not talking about where once you let's say one one one one study uh can done can be done with maybe one more instrument or something like this but where you can use a multitude of extra of instruments and the and and be able to dig into the data on completely different levels than what you could do do before”