Free Essays on Supercomputing

By a "superintelligence" we mean an intellect that is much smarter than the best human brains in practically every field, including scientific creativity, general wisdom and social skills. This definition leaves open how the superintelligence is implemented: it could be a digital computer, an ensemble of networked computers, cultured cortical tissue or what have you. It also leaves open whether the superintelligence is conscious and has subjective experiences. Entities such as companies or the scientific community are not superintelligences according to this definition. Although they can perform a number of tasks of which no individual human is capable, they are not intellects and there are many fields in which they perform much worse than a human brain - for example, you can't have real-time conversation with "the scientific community". Superintelligence requires software as well as hardware. There are several approaches to the software problem, varying in the amount of top-down direction they require. At the one extreme we have systems like CYC which is a very large encyclopedia-like knowledge-base and inference-engine. It has been spoon-fed facts, rules of thumb and heuristics for over a decade by a team of human knowledge enterers. While systems like CYC might be good for certain practical tasks, this hardly seems like an approach that will convince AI-skeptics that superintelligence might well happen in the foreseeable future. We have to look at paradigms that require less human input, ones that make more use of bottom-up methods. Given sufficient hardware and the right sort of programming, we could make the machines learn in the same way a child does, i.e. by interacting with human ad... Free Essays on Supercomputing Free Essays on Supercomputing By a "superintelligence" we mean an intellect that is much smarter than the best human brains in practically every field, including scientific creativity, general wisdom and social skills. This definition leaves open how the superintelligence is implemented: it could be a digital computer, an ensemble of networked computers, cultured cortical tissue or what have you. It also leaves open whether the superintelligence is conscious and has subjective experiences. Entities such as companies or the scientific community are not superintelligences according to this definition. Although they can perform a number of tasks of which no individual human is capable, they are not intellects and there are many fields in which they perform much worse than a human brain - for example, you can't have real-time conversation with "the scientific community". Superintelligence requires software as well as hardware. There are several approaches to the software problem, varying in the amount of top-down direction they require. At the one extreme we have systems like CYC which is a very large encyclopedia-like knowledge-base and inference-engine. It has been spoon-fed facts, rules of thumb and heuristics for over a decade by a team of human knowledge enterers. While systems like CYC might be good for certain practical tasks, this hardly seems like an approach that will convince AI-skeptics that superintelligence might well happen in the foreseeable future. We have to look at paradigms that require less human input, ones that make more use of bottom-up methods. Given sufficient hardware and the right sort of programming, we could make the machines learn in the same way a child does, i.e. by interacting with human ad...