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UGA NMIX 2020 - 12 ai

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Artificial Intelligence --AIDo you have a problem?•ELIZA •https://aurasma.zendesk.com/requests/862420 QuestionsGuess the Dictator or Sit-Com CharacterAmbiguity adorns our pain as much as it broadens our horizons.Wednesday, September 25, 13Artificial Intelligence --AIWhy is AI important in new media?•Old media has been dumb•Treated everyone the same•Same messages, same way, same old thing•New media •Takes advantage of computer power•Makes it adaptive•Adaptive is AIWednesday, September 25, 13Artificial Intelligence --AIWhat is AI?the ability of an artifact to perform the same kinds of functions that characterize human thoughtWednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileAI vs. Artificial Life• Renaissance• Paracelsus• Homunculus = miniature man• Semen in airtight jar• Buried in horse manure 40 days• Magnetized• Stored at temp of mare’s womb• Fed blood for 40 weeks Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileJacques de Vaucanson 1737Mechanical flute playerDrummerDuck Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whilePierre Jaquet-Droz (son Henri-Louis) 1773Boy who writesBoy who drawsGirl who plays organ Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whilePierre Jaquet-Droz (son Henri-Louis)http://bit.ly/cuxF3a Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileFritz Lang – Metropolis -- 1927http://bit.ly/1h0tjIu Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileHAL 9000 – 2001 Arthur C. Clarke "I'm sorry, Dave, I'm afraid I can't do that." -- HAL 9000, 2001: A Space Odyssey Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileHAL 9000 – 2001 Arthur C. Clarke "I'm sorry, Dave, I'm afraid I can't do that." -- HAL 9000, 2001: A Space Odyssey Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileHAL 9000 – 2001 Arthur C. Clarke "I'm sorry, Dave, I'm afraid I can't do that." -- HAL 9000, 2001: A Space Odyssey Wednesday, September 25, 13Artificial Intelligence --AI1. Idea of AI and AL have been around for a whileSigmund FreudThe UncannyUncertainty about the borderline between lifeless and livingUneaseFear Wednesday, September 25, 13Artificial Intelligence --AI2. Different types of AIHard AI research into the nature of human thoughtMake a machine do human thingsSoft AIDevelopment of sophisticated computer systemsNot worried as much about human thought Wednesday, September 25, 13Artificial Intelligence --AI2. Different types of AIHard AI 1960’s heydayPredicted machines smarter than manIn 20 yearsInfatuated with power of machineDebateCan’t use a thinking machine to make a thinking machine Wednesday, September 25, 13Artificial Intelligence --AI2. Different types of AIHard AI Alan TuringWWII Code Breaker EnigmaBuilt first computersTuring TestAre machines thinking?Why did he come up with this? Wednesday, September 25, 13Artificial Intelligence --AI2. Different types of AISoft AI More productiveDon‘t focus on psychologyJust build better systems.We are interacting with these on daily basis Wednesday, September 25, 13Artificial Intelligence --AI3. Expert SystemsDomain ExpertiseBuild in knowledge of expertConnection between facts and applicationsDrilling for oilMedical applications Wednesday, September 25, 13Artificial Intelligence --AI4. Adaptive Learning Genetic AlgorithmsBrute forceNo way to figure out optimal solutionsTry thousands of sub-optimalBest solutions surviveOthers dieRouting airport traffic Wednesday, September 25, 13Artificial Intelligence --AI4. Role of LanguageAbility to use language is how we assess intelligenceTuring TestCommunication testInputOutput Wednesday, September 25, 13Artificial Intelligence --AI4. Role of LanguageNatural Language ProcessingWe want computers to understand usUnderstanding language most difficult to doToo much ambiguityPattern RecognitionPatterns in dataImagesSoundstext Wednesday, September 25, 13Artificial Intelligence --AI4. Role of LanguageNatural Language ProcessingDelta -- (800) 221-1212 Wednesday, September 25, 13Artificial Intelligence --AI4. Role of LanguageSpeech SynthesisOutput in a human formProper grammatical arrangementsHuman sounding voice Wednesday, September 25, 13Artificial Intelligence --AI5. Data MiningPattern RecognitionAnalyzing behaviorCredit card information• Cell phone theft• typical vs. atypical behaviorAmazonInfo Exhaust20 Questions Wednesday, September 25, 13Artificial Intelligence --AI6. ProfilingCustomizing according to behaviorTivoThumbsUp/ ThumbsDownBut tracking can go farther Wednesday, September 25, 13Artificial Intelligence --AI6. ProfilingTivo TrackingI record Ga/Fla football game- tivo records all football games- I don’t watch themI record Ga/Tennessee Volleyball game- now it records more sports- I only watch GA sportsI record documentary on Hunter/Gault- now starts recording all UGA programs Wednesday, September 25, 13Artificial Intelligence --AI6. ProfilingWith enough data- you can predict media behavior- How much do people want to share- Privacy?- Not as big an issue- Theft of value- Normally we get nothing in return- But if we derived value- Might be willing to share more Wednesday, September 25, 13Artificial Intelligence --AI7. ChessWolfgang Von Kempelen1769• Civil Servant• Court of Marie Theresa• Empress of Austria-Hungary• Magic Show• Said he could do better• Marie Theresa took him up on it. Wednesday, September 25, 13Artificial Intelligence --AI7. Chess1770 – The Turk• Napoleon• Charles Babbage• Edgar Allan Poe• Convinced • To some degree Wednesday, September 25, 13Artificial Intelligence --AI7. ChessWhy?• Industrial revolution• Incredible machines• Willed themselves• Still not sure. Wednesday, September 25, 13Artificial Intelligence --AI7. ChessDeep Blue• IBM• Gary Kasparov• 1997• Computer beat human• I am a human being. When I see something that is well beyond my understanding, I am afraid. Wednesday, September 25, 13Artificial Intelligence --AI7. ChessWhat is it about chess?• Defined boundaries• Infinite outcomes• Battle• Intuitive


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