could be much earlier. My best guess is 10 to 20. 10 if we
already have closed intelligence improving loops that I'm unable
to see yet.
What's expected in 2030 are machines with the computing power of the
human brain. We have already seen that computers with only the power
of a dragon fly can run circles around humans for certain classes of
problem.
It is a bit like being a competitor of Intel. We can shave the
circuits of Intel and study them layer by layer, except with the
brain, there are no copyright problems. We are already using designs
inspired by the what we learned about human vision to build optical
filters that do what the lower levels of vision processing do in the
eye and brain. We have been able to steal some of its algorithms and
improve them.
Most of us are still writing strictly procedural code. We are not
familiar with genetic algorithms that find solutions by allowing
tentative solutions to mutate and compete. We are not familiar with
software or hardware neural net programming. Programming in future
will merge these two other parallel paradigms.
In addition, there are at least two other sources of massively
parallel computing power, quantum computing where you let quantum
indefiniteness explore all possibilities simultaneously and realise
the solution, and DNA computing where you model your problem as a DNA
pattern, and filter out bad solutions. Professor Leonard Adelman of
UCLA claims to have a solution for the travelling salesman problem
done that way. I read a description in Kurzweil's book. It did not
seem to me to be a solution to the classical problem, just something
superficially similar, but at least it shows there is more than one
way to skin a cat.
The whole business feeds on itself. Every discovery accelerates the
process of evolution.
For a simple example, Intel now has more powerful computers on which
to simulate the next generation. They can afford to optimise to the
transistor level.
One of the other things to consider is that much of what is going on
in AI is secret. Companies using AI don't want their competitors to
know their techniques, neither does the military. The state of the
art is much more advanced than the general public realise.
For a few hints on what has been published, see Kurzweil's book
The Age Of Spiritual Machines:
http://www.amazon.com/exec/obidos/ASIN/0140282025/canadianmindprod