Consider the hubris behind a term like autoscale. You're talking about a machine that makes more machines, adapting to its environment, and all that without human intervention.

I think it's far more likely we'll just discover that, indeed, no general solution exists, and that humans must take personal responsibility for tending to their digital gardens. We certainly have a lot of spam to weed out.