On Fri, Dec 7, 2012 at 10:31 PM, Russell Wallace
<[email protected]> wrote:
>
> Hell, for all any of us knows, Moore's Law might hit  the end of the line 
> next year.  I think even the most optimistic futurologists would agree that 
> would throw an awful lot of things out the window.

I should probably write more about this. Clock speeds have already
stalled. The smallest transistor feature sizes are now about 100
atoms, so they can't get much smaller. But Moore's Law applies to so
many different technologies. We can still lower computing costs by
making chips larger, cheaper, and more reliable. Heat dissipation is a
problem, but human brains consume only a millionth as much power as a
computer running an equivalent sized neural network. Molecular
computing is another 100 times as efficient, and still several hundred
times above the thermodynamic cost of kT ln 2 of writing a bit of
memory. We could improve this even further by cooling and by using
reversible or quantum computing. I really don't think we will reach
any hard limits before human level AI. Biology has already found a
solution.


-- Matt Mahoney, [email protected]


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