I had my first two ever AI lectures this morning. Being arrogant and self-centred, I now feel ready to pronounce upon the whole field.
Well, not really. But I do have one big, important question for any AI enthusiasts out there (I'm talking to you,
Esk):
What exactly are you trying to create?It seems to me that AI is striving to mimic human intelligence. I hate to be the one to say this, but human intelligence is
flawed. We attach petty values and biases to things which warp our outlook and decisions. I don't know why, but we all do it. In fact, people who can put aside (or appear to put aside) these personal values when making decisions are frequently considered to be more rational and more intelligent than people who can't.
And yet, what AI appears to be doing is taking a computer (which is, basically, a machine for thinking without bias) and adding flaws to it.
Don't get me wrong, this definitely has applications (mostly in gaming). Bu that's not creating intelligence. If anything, that's creating artificial stupidity. What people seem to want to do is to take something which, if we're honest, is more logical and rational than us, and add emotions and all the other flaws that we suffer from so that this machine behaves like a human. I don't know why. Maybe it's out of a desire to feel superior - after all, if we're trying to enhance computers so they behave like us, then it follows that we are 'better'.
But a machine that displays emotion? Why bother? You might as well have an RNG that spews out emoticons...
I guess what I'm trying to say is, computers already have Artificial Intelligence. And I can't understand why everyone is so desperate to give them Artificial Stupidity.
For example, there's an experimental neural-net powered system that uses photographic images captured from video cameras to look for known suspects (let's not beat around the George W. here, we're talking about terrorist suspects). We simply don't have the computing power for it to come up with a perfect, "conventionally" computed answer every time: that would take too long, and wouldn't cope well with crowds of people.
An artificially intelligent system modelled on one the the ways that we theorise the human brain works will come up with a good answer in acceptable time. Sometimes it will miss a suspect, and sometimes it will produce a false positive, but it's still got several advantages over a human: it works every hour of the day, watches many screens at once, never sleeps or takes a toilet break, and produces accurate, hight-speed output, to name but a few.
Artificially intelligent systems are useful everywhere that a human would be more useful than a computer: in making decisions based on past experience or based on unknown variables, in providing "fast, good" answers rather than "slow, perfect" answers, and - of course - in emulating human or animal behaviour for computer games.
They are, as you say, more "stupid" than conventional algorithms. But then, so are humans, but we still use them for all kinds of tasks, too. And to answer your question: a machine that displays emotions has, potentially, exactly the same purpose as a human that does the same. And unless humans basically are "RNGs that spew out emotions", then the difference is clear.