Which is worse: an AI soldier or a human soldier?

I can imagine an AI soldier which firmly refuses to kill civilians or torture prisoners. On the other hand, if the AI is programmed by governments, we should expect a rich government engaged in counter-guerrilla war to do, in programming its AIs, what it does in drone assassinations: make them cover up and deny killing civilians.