The author comments that robots will likely surpass human abilities in threat/non threat differentiation. Given the appalling record in recent conflicts, that shouldn't be that hard to do better - a fair number of civilian deaths weren't unintentional.
Is further mechanization really the solution though? Given the half hearted official reaction to atrocities, is a further degree of separation (ie the machine did it) going to help?