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Applied Informatics
Applied Informatics

... To be able to: (a) model search problems and use suitable search algorithms to solve them; (b) represent knowledge and reason over it; (c) model and solve planning problems. Intelligent agents. Search algorithms. Blind search and informed search. Constraint satisfaction problems. Arc consistency. Co ...
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...  Implicit : resident in people’ minds It is independent of its subjective usage  Any entity influences its behaviour in dealing with actual things and facts by interpreting, understanding and applying this knowledge Is continually developed / improved  The general tendency of Mankind  Occasional ...
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... counterfeit, for he is but the counterfeit of a man who hath not the life of a man”, which ie thought was really rather telling. Particularly after the 100,000th of the second it took for ie to run the quote and realise it was sourced from a character named Falstaff in a seventeenthcentury play. Wi ...
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Managing the Machines
Managing the Machines

... predictions. An approach called “deep learning” has been particularly important to the changes of the past five years. Figure 1 shows improvements in image classification, pedestrian detection, and object detection. The IMAGENET competition has gone from 72% successful image classification in 2010 t ...
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Philosophy of artificial intelligence



The philosophy of artificial intelligence attempts to answer such questions as: Can a machine act intelligently? Can it solve any problem that a person would solve by thinking? Are human intelligence and machine intelligence the same? Is the human brain essentially a computer? Can a machine have a mind, mental states and consciousness in the same sense humans do? Can it feel how things are?These three questions reflect the divergent interests of AI researchers, cognitive scientists and philosophers respectively. The scientific answers to these questions depend on the definition of ""intelligence"" and ""consciousness"" and exactly which ""machines"" are under discussion.Important propositions in the philosophy of AI include:Turing's ""polite convention"": If a machine behaves as intelligently as a human being, then it is as intelligent as a human being. The Dartmouth proposal: ""Every aspect of learning or any other feature of intelligence can be so precisely described that a machine can be made to simulate it."" Newell and Simon's physical symbol system hypothesis: ""A physical symbol system has the necessary and sufficient means of general intelligent action."" Searle's strong AI hypothesis: ""The appropriately programmed computer with the right inputs and outputs would thereby have a mind in exactly the same sense human beings have minds."" Hobbes' mechanism: ""Reason is nothing but reckoning.""↑ ↑ ↑ ↑ ↑ ↑
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