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Do you really not see how that’s a big deal?

To do that you need a great deal of fidelity in your simulations of neurons, which are enormously complex. But there is an argument to be made that neuronal complexity is incidental to the brain’s overall “computational capacity”; that you could replace the neurons in a human brain with much simpler nodes and still end up with a functional intelligence, after sufficient rewiring.

I don’t think that claim is obvious, but it’s definitely possible. And if it’s true, you can have human-level intelligence for 10^19 ops, given suitable software.

So I apologize for my post. It was over the top and unfair.

All that said, I still disagree with Bostrom’s conclusions. I think he enormously understates the difficulty of creating intelligent software, if we’re not just copying an existing brain.

The human brain contains about 10^11 neurons. Each neuron has about 5 • 10^3 synapses, and signals are transmitted along these synapses at an average frequency of about 10^2 Hz. Each signal contains, say, 5 bits. This equals 10^17 ops. The true value cannot be much higher than this, but it might be much lower.

In other words, there are 5 * 10^14 synapses in the brain, and each synapse transmits up to 100 signals per second, and we can probably encode each signal with 5 bits. That's ~10^17 bits per second.

So, uh... does anybody else notice that that's not an estimate of processing power?

That's an estimate of the rate of information flow between neurons, across the whole brain.

The level of confused thinking here is off the charts. Does this guy not understand that in order to simulate the brain, you not only have to keep track of information flows between neurons, you also need to simulate the neurons themselves?

That's not merely a flaw in his argument. It indicates that he has no idea what he's talking about, at all.

Needless to say, this paper and its conclusions are complete nonsense.

That's a lower bound on the scariness of AI explosion, and it may already be enough to take over the world. Certainly it should be enough to take over the Internet circa 2015...

To my mind it seems pretty clear that if AI exists, then scary AI is not far off.

That said, I don't worry about this stuff too much, because I see AI as being much technically harder, and much less likely to materialize in our lifetimes, than articles like this suppose.

(1) Inflation means real interest rates can go negative, which means it's harder to get stuck at the zero lower bound (as we are today).

(2) Wages are sticky, i.e. workers fight very hard against having their wages reduced. When there's inflation you can effectively cut wages by giving raises below inflation. Without inflation it's very hard to cut wages, and the economy becomes brittle.

In cable internet the average consumer has only one or two potential providers. On top of that, companies who try to break into the industry face significant political and regulatory challenges when they lay fiber.

I don't understand how you can think this kind of industry should be unregulated. There are few market forces keeping providers in line, and we see the results of that in the industry's attempts to extort internet companies with throttling.

It sounds like some Uber employees are just being assholes for no reason. That's unfortunate, but it's no reason to malign Uber itself. Every company has some assholes.