> Dynamically perceiving, picking and placing irregular objects is really hard and completely unsolved

wrong. it is completely solved, but simply too expensive. in a couple of years this technology will be cheap and replace most human pick & place processes. The same thing happened during recent years and will continue with exponential groth.