Thus far, robo-advisors have fared very poorly compared to the market and to good human investment managers.

I think the real challenge will be for AI to figure out the human aspects of investing, swinging between exuberant greed and despondent fear. Until then, it will have a hard time divining where any given investment will go in the short, medium, and long term.