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Introduction to AI & AI Principles (Semester 1) WEEK 3 (07/08) John Barnden Professor of Artificial Intelligence School of Computer Science University of Birmingham, UK
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Some Example Applications, contd. 2 (review) uIntelligent personalized web-search agents. uPolicing and national security. uMachine translation (of language). uSemantic web.
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WHAT DOES “ARTIFICIAL” MEAN??
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Links to Other Disciplines uPsychology: on how human and other animal minds and behaviour work. uPhysiology & Neurophysiology: on how bodies & brains work. uPhilosophy: on the nature of mind, thought, consciousness, language, morality, imagination, reasoning, representation, … uLinguistics: on the nature of communication via language uSociology: on the nature and operation of society uothers
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How Do the Aims of AI Differ from those of the Rest of CS? uSystem ability on broader tasks or broader ranges of tasks; Extrapolation to new variants of tasks. uAdaptability, learning. uVariable organization of major actions. uDiversity of information. uHandling of imperfections: uncertainty, vagueness, inconsistency, incorrectness, missing info, system damage. u“Graceful degradation” as info or system damage gets worse. u“Satisficing”: being good enough rather than perfect. uSelf-reflection.
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Expert versus Everyday/Common-Sense uExpert AI: e.g., l Expert systems for medical diagnosis, etc. l Chess programs l Mathematical theorem provers l Aircraft movement planning systems l Specialized manufacturing robots uEveryday/Common-Sense AI: e.g., l Language processing, for no specific domain l Common-sense reasoning about the everyday world l Seeing the everyday world
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WHY IS EVERYDAY AI CHALLENGING?
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Who … … ? How many of you … … ? How many students at the University own cats?
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