The problem with advanced species we we have a sample size of one.
The problem with this sample size is it gives us no idea on the probabilities of intelligence looking anything like we think it does. In fact there is a non-zero probability that any intelligences we meet that cross space will have nothing to do with the host intelligences that created them. At least with our current knowledge of physics we don't see any way that digital 'life' could bootstrap itself. But currently us carbon based lifeforms are furiously cranking away at making thinking rocks that are built in factories. The fact that humans have a 4 billion long uninterrupted chain of molecular factories has nothing to do with other forms of life needing that at all.
Of course, if an AI kills another AI embodied AI is that much different from us killing a human and eating them?