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Superintelligence: Paths, Dangers, Strategies

Source: gleech · Original review

Like a lot of great philosophy, Superintelligence acts as a space elevator: you make many small, reasonable, careful movements - and you suddenly find yourself in outer space, home comforts far below. It is more rigorous about a topic which doesn't exist than you would think possible.

I didn't find it hard to read, but I have been marinating in tech rationalism for a few years and have absorbed much of Bostrom secondhand so YMMV.

I loved this:
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.

Bostrom introduces dozens of neologisms and many arguments. Here is the main scary apriori one though:

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.

Of far broader interest than its title (and that argument) might suggest to you. In particular, it is the best introduction I've seen to the new, shining decision sciences - an undervalued reinterpretation of old, vague ideas which, until recently, you only got to see if you read statistics, and economics, and the crunchier side of psychology. It is also a history of humanity, a thoughtful treatment of psychometrics v genetics, and a rare objective estimate of the worth of large organisations, past and future.

Superintelligence's main purpose is moral: he wants us to worry and act urgently about hypotheticals; given this rhetorical burden, his tone too is a triumph.
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.

I don't donate to AI safety orgs, despite caring about the best way to improve the world and despite having no argument against it better than "that's not how software has worked so far" and despite the concern of smart experts. This sober, kindly book made me realise this was more to do with fear of sneering than noble scepticism or empathy.

[EDIT 2019: Reader, I married this cause.]


* 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.