You need to have passion for the problems you try to solve. Not clear AI does. Automation is good. Don't use a sledgehammer when tweezers will do. Data privacy and security remain critical.
Model authored evidence is not evidence, make sure your data is unassailable. Tools are for people, centre people in the design and respect human agency.
So how do we defend against this ? Defend where the data appears. Track those trust boundaries. Separate origin from content trust. Don't stop at the first payload.
Helps speed up the process of reverse engineering and getting an understanding of the process during an incident response exercise. Not perfect. Yet. But definitely works.