Answer 1:
This is a big question, and a seriously
interesting one!
I'll begin by quickly addressing how the
human brain works. Our brain is a huge network
of neurons that pass chemical and electrical
signals from one place to another. If you wish,
you can think of your brain as the internet.
When you go on your computer to submit this
question to UCSB's Science Line, you are using
communication pathways to send and receive
information. Your brain does the same thing!
"Artificial intelligence" is what happens
when humans create a computer system capable of
learning from mistakes, problem solving, and
applying new knowledge to challenges. It is
exactly the skill that makes humans so valuable,
and how this happens is still being
researched.
However, we have made some really impressive
strides in creating Artificial Intelligence
(AI). Most of this progress is directly related
to how quickly technology manufacturing is
advancing. In 2008, the fastest super computer
in the world was built at the Los Alamos
National Laboratory. This computer is now being
shut down because it costs too much money to
operate, and newer technologies provide the same
computing power (calculations per second) at a
fraction of the power consumption. Source:
supercomputer
This is a great example of how fast the
computer industry is moving, so it is not
surprising that we have seen so much activity in
the area of AI and robotics, since computers are
getting faster, smaller, and more energy
efficient.
Here is an article from a 2008 issue of
Scientific American discussing the future of
robotics:
rise of the robots
The headline here predicts that in 40 years
robotic "intelligence" will rival human
intelligence.
In this article, an IEEE researcher talks
about the possibilities for the future of
robotics. The author discusses how open access
to data is helping to feed innovation and
development in AI.
future of
robotics and artificial intelligence
In order to address learning, we need to have a
way for machines to pick traits and adaptations
that will increase their knowledge or
performance in some way, just as nature has
helped to optimize all life on Earth. This is a
new field of research, but there have already
been big breakthroughs that help us understand
how evolution and selection works. The amazing
thing is that we can program computers to show
us how this happens. From the MIT Technology
review comes a great article about how
evolutionary computing helps AI machines "learn"
new things:
computer-scientists-reproduce-the-
evolution-of-evolvability
Lastly, since I'm sure you're no longer
interesting in reading articles, I found this
cool video about a robot "seeing" and "learning"
to recognize itself. Check it out here:
click here
please
Thank you so much for your question! This is a
huge topic that requires lots of creative
thinking to make progress. If you are interested
in AI, consider learning more about how computer
code works! At this point, computers only know
how to do things we tell them to. Learning to
communicate with a machine is an essential part
of advancing artificial intelligence.
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