Superintelligence: Paths, Dangers, Strategies

... the whole ecosystem of artificial intelligence is optimized for a lack of accountability.

Many of the points made in this book are probably

Many of the points made in this book are probably wrong. It is also likely that there are considerations of critical importance that I fail to take into account, thereby invalidating some or all of my conclusions. I have gone to some length to indicate nuances and degrees of uncertainty throughout the text — encumbering it with an unsightly smudge of “possibly,” “might,” “may,” “could well,” “it seems,” “probably,” “very likely,” “almost certainly.” Each qualifier has been placed where it is carefully and deliberately. Yet these topical applications of epistemic modesty are not enough; they must be supplemented here by a systemic admission of uncertainty and fallibility. This is not false modesty: for while I believe that my book is likely to be seriously wrong and misleading, I think that the alternative views that have been presented in the literature are substantially worse - including the default view, according to which we can for the time being reasonably ignore the prospect of superintelligence.

1. Just being intelligent doesn't imply being benign; intelligence and goals can be independent. (the orthogonality thesis.)
2. Any agent which seeks resources and lacks explicit moral programming would default to dangerous behaviour. You are made of things it can use; hate is superfluous. (Instrumental convergence.)
3. It is conceivable that AIs might gain capability very rapidly through recursive self-improvement. (Non-negligible possibility of a hard takeoff.)
4. Since AIs will not be automatically nice, would by default do harmful things, and could obtain a lot of power very quickly*, AI safety is morally significant, deserving public funding, serious research, and international scrutiny.

For a child with an undetonated bomb in its hands, a sensible thing to do would be to put it down gently, quickly back out of the room, and contact the nearest adult. Yet what we have here is not one child but many, each with access to an independent trigger mechanism. The chances that we will all find the sense to put down the dangerous stuff seem almost negligible. Some little idiot is bound to press the ignite button just to see what happens. Nor can we attain safety by running away, for the blast of an intelligence explosion would bring down the firmament. Nor is there a grown-up in sight...

This is not a prescription of fanaticism. The intelligence explosion might still be many decades off in the future. Moreover, the challenge we face is, in part, to hold on to our humanity: to maintain our groundedness, common sense, and goodhumored decency even in the teeth of this most unnatural and inhuman problem. We need to bring all human resourcefulness to bear on its solution.

* People sometimes choke on this point, but note that the first intelligence to obtain half a billion dollars virtually, anonymously, purely via mastery of maths occurred... just now. Robin Hanson chokes eloquently here and for god's sake let's hope he's right.