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What Evidence Is AlphaGo Zero Re AGI Complexity?

Robin, or anyone who agrees with Robin:

What evidence can you imagine would convince you that AGI would go FOOM?

An attempt in layman's language to explain the metaethics sequence in a single post.

I don't think it being unfalsifiable is a problem. I think this is more of a definition than a derivation. Morality is a fuzzy concept that we have intuitions about, and we like to formalize these sorts of things into definitions. This can't be disproven any more than the definition of a triangle can be disproven.

What needs to be done instead is show the definition to be incoherent or that it doesn't match our intuition.

The Extraordinary Link Between Deep Neural Networks and the Nature of the Universe

Can you explain why that's a misconception? Or at least point me to a source that explains it?

I've started working with neural networks lately and I don't know too much yet, but the idea that they recreate the generative process behind a system, at least implicitly, seems almost obvious. If I train a neural network on a simple linear function, the weights on the network will probably change to reflect the coefficients of that function. Does this not generalize?

"Free will" being a illusion fits pretty well with the simulation hypothesis.

It fits with the idea of the universe having an orderly underlying structure. The simulation hypothesis is just one way that can be true. Physics being true is another, simpler explanation.

AlphaGo versus Lee Sedol

Neural networks may very well turn out to be the easiest way to create a general intelligence, but whether they're the easiest way to create a friendly general intelligence is another question altogether.

AI as a resolution to the Fermi Paradox.

Many civilizations may fear AI, but maybe there's a super-complicated but persuasive proof of friendliness that convinces most AI researchers, but has a well-hidden flaw. That's probably a similar thing to what you're saying about unpredictable physics though, and the universe might look the same to us in either case.

AI as a resolution to the Fermi Paradox.

Not necessarily all instances. Just enough instances to allow our observations to not be incredibly unlikely. I wouldn't be too surprised if out of a sample of 100 000 AIs none of them managed to produce successful vNP before crashing. In addition to the previous points the vNP would have to leave the solar system fast enough to avoid the AI's "crash radius" of destruction.

Regarding your second point, if it turns out that most organic races can't produce a stable AI, then I doubt an insane AI would be able to make a sane intelligence. Even if it had the knowledge to, its own unstable value system could cause the VNP to have a really unstable value system too.

It might be the case that the space of self-modifying unstable AI has attractor zones that cause unstable AI of different designs to converge on similar behaviors, none of which produce VNP before crashing.

Your last point is an interesting idea though.

AI as a resolution to the Fermi Paradox.

That's a good point. Possible solutions:

  1. AI just don't create them in the first place. Most utility functions don't need non-evolving von Neumann probes, and instead the AI itself leads the expansion.

  2. AI crash before creating von Neumann probes. There are lots of destructive technologies an AI could get to before being able to build such probes. An unstable AI that isn't in the attractor zone of self-correcting fooms would probably become more and more unstable with each modification, meaning that the more powerful it becomes the more likely it is to destroy itself. von Neumann probes may simply be far beyond this point.

  3. Any von Neumann probes that could successfully colonize the universe would have to have enough intelligence to risk falling into the same trap as their parent AI.

It would only take one exception, but the second and third possibilities are probably strong enough to handle it. A successful von Neumann probe would be really advanced, while an increasingly insane AI might get ahold of destructive nanotech and nukes and all kinds of things before then.

If there was one element of statistical literacy that you could magically implant in every head, what would it be?

My statement itself isn't something I believe with certainty, but adding that qualifier to everything I say would be a pointless hassle, especially for things that I believe with a near-enough certainty that my mind feels it is certain. The part with the "ALL" is itself a part of the statement I believe with near certainty, not a qualifier of the statement I believe. Sorry I didn't make that clearer.

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