On 06/03/2013 22:03, Matt Mahoney wrote:

1. Power requirements. A human brain sized neural network running at
10^16 OPS on a supercomputer typically uses 10 MW of power at a cost
of $1000 per hour for electricity. This is 4 x 10^5 times more than
the human brain, which is unlikely to be achieved by shrinking chip
feature sizes, which are currently about 100 silicon atoms. Running
10^10 such computers to automate the economy, if it were possible,
would produce 10^17 W of waste heat. I calculated that this would
raise the Earth's average temperature from 15 C to 51 C.(123 F).

Power requirements for computation have dropped with minaturization.  Today's
tablets don't usually risk melting your thighs, which equivalent computational
power would have done a few years back.  There are limits (Landauer's Principle)
to what you can do without reversibility - but these are still some way off.

So: you really have to take decreasing power requirements into account when
extrapolating.

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 |im |yler  http://timtyler.org/  [email protected]  Remove lock to reply.




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