A handful of beavers in Scotland did something no team of engineers and no supercharged predictive model could replicate. They didn’t optimize the river. They didn’t fight the floods. They changed the system so early that the floods barely had a chance to exist. Water that once tore through the landscape now moved slow and deliberate. Devastating flood peaks simply disappeared. Barren banks exploded into rich, living ecosystems. All from a few small dams built at the right m

T he integration of artificial intelligence into drone operations has significantly expanded the capabilities of unmanned aerial systems (UAS). These technologies now enable drones to collect, process, and analyze large volumes of data with increasing autonomy. However, this evolution has introduced new challenges related to data sovereignty and the ethical use of AI. These challenges are becoming particularly relevant in sectors where drones are used for inspections, such as