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Can Computers Think?
This is a question which I've often thought about and considered - is it at all possible that anything that a computer will do today, or even 100 years from now be considered thinking? Can AI ever truly exist, or is a computer always going to just be that box at your feet?
One view is that AI can never truly exist and this viewpoint is quite well argued by the "Chinese Room Argument". The way I see it, however, humans don't really do anything specific to prove that they can "think" any better than a computer might be able to: we have a sort of base programming and evolve and learn based on it. We can't stray from what goes on in our mind, so we are stuck with whatever is there. How are we any different from a piece of software? Really interesting question, and I figured I'd get a little input from the tech community and see what you guys think ![]()
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The thing about computers is that all they really do is process information. So if you are wondering about computers as we know them today, there is no possible way they can truly think and make decisions for themselves. They are given instructions and merely process the information for us which has absolutely nothing to do with thought.
When comparing us to a computer, is we have the ability to absorb and learn from what goes on in the world around us. Although computers can seem to do this with certain peripherals and software its highly technical and all they are really doing is having a code to react a certain way when a certain event takes place. Now it may be possible to develop this to a point where they will be highly sophisticated and be able to do a lot more things, as a result of "knowing" what to do in a certain event, but they can never truly think about it and make a decision. I highly doubt it is possible to make AI especially as in seen in movies. One last thing is how can true intelligence be artificial. It is something where a person must first have the capability to retain information, and they also must learn it (which computers can both do, yes) but they also have the basic instincts that every human already has that is not something that can be programmed into a machine. Just my quick opinion.
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The closest thing we have for computer making decisions is artificial intelligence (AI) or expert systems. This is basically a decision tree that may be very complex but all the outcomes have been thought of in advance. I imagine that a lot of call centers use either or printed or computer version of this.
Another limitation computers have is vision. Computer may be able to calculate much faster than humans but they are slow at recognizing what is in front of them. Some systems use fast Fourier transforms (FFT) for digital signal processing to speed up computer vision for decision making. The military is very interested in computer vision because in a crowded battlefield it would be valuable for a missile to be able to pick out an enemy vehicle from the clutter around it. As bball4ever39 has mentioned learning is one thing that computers are generally not able to do. True intelligence requires this. That alone is not enough however. I do not know the right word but people have background or cultural information to draw on to shape what they say and understand while communicating with another person. That is why it is so hard for computers to translate one language to another. They can do a literal translation but that often produces a lot of nonsense. Computers lack the human "background or cultural information" necessary to make the proper translation. To see why this is so difficult look at the free language translator called Babel Fish Translation. You can enter text to translate or translate whole web pages sometimes. It is not the best but sometimes you can make out enough to sort of understand what is being said.
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It's not all about the AI. Comparing humans to computers has to do with consciousness.
First of all, in the field of cognitive robotics and artificial intelligence fields there's a term that is very similar to human consciousness, it's the "Artificial consciousness" or "machine/synthetic consciousness." (I'll call Artificial Consciousness as AC later on.) Second, keep in mind that AC is in close relation with neurology, genetics, cognitive sciences and psychology. The technology currently advances in quantum leaps, everyday new inventions and achievements are reached. As every day passes we realize that we're moving closer to understand "ourselves," human beings. Information processing is very important as we send/receive information, communicate and process the gained information(s). The way we think, we're aware of specific situation(s), living in the "now," and thinking in the future-- planning, setting goals, having desires. All of these, all together form the consciousness. Consciousness it's one of the most crucial attribute of human being's minds, it's in close relationship with subjectivity, self-awareness, sapience (acting considering the end-results, being aware of consequences-- judgmental thoughts). Basically philosophical areas are very much involved here too and in every other cognitive sciences, too. To develop AC up to a state where it matches exactly our consciousness it takes a while and first we should at least discover and realize the way we think. Consciousness is very ambiguous and even thought it has traces in almost every science it still it gets much more complex. It's sort of "the more you learn you realize the less you know," because "stuff" get more complex and it gets extremely hard until scientists will get that "A-ha!" feeling and get the whole picture. It was the same with every great invention. It takes time. When that will happen? I'm certainly not Nostradamus and can't know that for sure. In the near future? Not likely. We're in the informational age currently. The next upcoming era --in my opinion-- is going to be the post-informational and the quantum physics dominated, power of mind capabilities and subconsciousness. In the last 20-40 years amazing inventions and achievements happened regarding subconsciousness and to realize 'how our mind works.' Accelerated learning is the result of those achievements. NLP (Neuro Linguistic Programming) is the same. Also, basically every other science can be "re-traced" to psychics and we develop their meanings on a quantum-level. "Everything all around us is energy."-- one of the most important invention in the quantum physics field. To get back on topic, in close relationship with AI and AC there is image processing-- the ability to perceive 3D-like images, to encode/decode it, transfer it, analyze it and react depending on its meaning. This is image processing in a nutshell. It's true that currently digital computers perceive and implement data but all of this happens on a different level and it is a bit far from being "self-aware" in a situation. Awareness being another required factor. Now that seriously is mind boggling. Why? How can a machine, robot be self-aware. It can be... but the problem is that the thesis itself as "awareness" is a very complex and ambiguous (this one too) process. This again gets drained into the philosophy. With awareness there is in close relationship the anticipation-- that is also a very must-needed crucial factor for total consciousness. Also, we can't forget that we, humans have got intuition (again a subject that's debatable and must be proven). To achieve total consciousness basically the "robot" must be instructed with a model which must be similar with the real-life. A model, an algorithm, series of processes and images that's going to be effectuated and run whilst powered on. The machine would compare and analyze perceived images with the ones that are currently on its storage then compared with its very own model and ultimately calculates an anticipation feeling. After all of these the machine could be somewhat consciousness, up to a specific degree-- let's say 80%. These robots would get bug-fixed on a daily basis and in a matter of time, the process would get almost perfect-- close to 99.99%. I seriously don't think that AC can be acquired on a full, total, 100% level. We can get close, perhaps in the near future. Until then a helluva (sp?) new inventions must be achieved and first we need to understand ourselves. Thanks for reading. Keep the discussing flowing and come up with new ideas.
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Yes, that's exactly on what I've tried to emphatize.
Another important factor is emotion. We, humans tend to think, judge, react, perceive information according to our emotions. When we're happy, we view situations and events from a different angle, basically we've got a different point of a view, an euphoria-like state (which gets emulated by 'getting high' via drugs). When we're angry, we tend to react angry and pissed of even towards people we love; we refuse opportunities, we eventually react in such way that we later on regret. When we're in a love, it's a certain possibility that "mental distortion" happens; we end up viewing, noticing and seeing our loved ones differently-- others say that love "blinds," whilst the process is mental distortion that happens due to our emotions, our high frequency of feelings and we "do" that to ourselves, we consciously (or not) "fall" in love. Emotions have a great role in influencing the way as humans react and live their life. We're emotional beings, our most important desire is to 'be happy.' Happiness is a complex feeling that is built up by a few other feelings and emotions as well: to love and be loved--affectionate feelings, to be safe (that includes financial independence--money that is often over-rated but it can't 'bring' happiness) and the need to succeed. First one is obvious (love), second one is again clear (money; shelter & food-- the basics), third is a bit complex. It's that we yearn to succeed in an area, to be famous and successful. No matter how introvert or shy a person is, he/she has desires to succeed and to be the best in his/her specific area. Thinking about these it's quite hard to model them. It somewhat boggles the mind and I'm so close to state that this can't be possible but I won't say it. Everything is possible. But the big question is when? I do agree with your statement that it won't happen in neither your or my lifetime. Those subjects are too vague and their development, research and modeling is "far away" located in the future (if ever). Also, great addition, pointing out that modeling must happen in a mathematical way. Last edited by madhyena : February 8th, 2007 at 04:17 PM. |
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madhyena hit the nail on the head. a machine can only do what it is programmed to do. you can give a computer an extremely complex program to cover heaps of pre-thought conditions, ccd's can even be used to attempt de-coding body language, microphones can be used to analyse pitch & amplitude of the voice, infrared heat sensors to detect body temperature, a pc can do a good job like this at analysing and detecting a humans current state, if it's stressed, happy, etc... but....
the accuracy of the analysis depends on how well the program has been written PLUS some people react differently to things, we aren't robots, we are all unique! this is just the input stage, as for the output...the computer can only say or do what is has been programmed to do and what peripherals it has set up to do it. again, the quality of the program written needs to be pretty damn good to have a pre-calculated response for every situation. this is where being conscious comes in. a human be faced with a new situation and figure something out. show a computer something new, which it has not been programmed for or have the hardware to support and you get BSOD |
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In a word, No.
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