artificial intelligence decoded
TRANSCRIPT
DECODINGARTIFICIAL
INTELLIGENCE
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MACHINE LEARNING IS ALL
AROUND US
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“Society is changing, one algorithm at a time… science, technology, business, politics and war.”
PEDRO DOMINGOS, PROFESSOR OF COMPUTER SCIENCEUNIVERSITY OF WASHINGTON
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MACHINE LEARNING IN SEARCH - CHANGING YOUR PERSPECTIVE ON THE WORLD
MACHINE LEARNING IN EMAIL - DECIDES WHAT YOU NEED TO READ
MACHINE LEARNING DECIDING WHO YOU CREATE RELATIONSHIPS WITH
MACHINE LEARNING IN EXPLORING - DEVELOPING YOUR TASTES
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TRADITIONAL COMPUTING
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SIRI’S SANITY
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ALGORITHMS COMPRESS COMPLEXITY, SO WE CAN DO MORE IN 24 HOURS.
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LEARNERS IN SINGAPORE
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LEARNERS MANIPULATE OUR
PERCEPTIONS, TASTES, RELATIONSHIPS.
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“COMPUTERS ARE USELESS”
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PERSONALISED SERVICE
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A UBIQUITOUS TECHNOLOGY NOT USED BY THE MAJORITY OF MARKETERS
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NEED + SENSORS + AI = BUSINESS SUCCESS
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SUCCESS IS DEFINED BY INSIGHT NOT REACH.
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DATA HUNGRY.
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“Society is changing, one algorithm at a time… science, technology, business, politics and war.”
PEDRO DOMINGOS, PROFESSOR OF COMPUTER SCIENCEUNIVERSITY OF WASHINGTON
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OUR CHOICES ARE ARCHITECTED BY ALGORITHMS AND ARTIFICIAL INTELLIGENCE.
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MACHINE LEARNING HAS MADE COMPUTERS CREATIVE
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VALGORITHMS ARE HAPPY TO GIVE YOU A CRUDE RECOMMENDATION. ANY ADDITIONAL PURCHASE IS A BONUS.
NEED TO KNOW YOU BETTER TO GET YOU TO MOVE TO CHEAPER CONTENT DELIVERING HIGHER MARGINS.
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FIVE TRIBES OF MACHINE LEARNING
SYMBOLISTSCONNECTIONISTSEVOLUTIONARIESBAYESIANSANALOGISTS
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SYMBOLISTS
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USE REVERSE DEDUCTIONS
CONNECTIONISTS
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LEARN HOW THE BRAIN LEARNS
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EVOLUTIONARIES
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USE NATURAL SELECTION
BAYESIANS
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LOOK AT PROBABILITY
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ANALOGISTS
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SOLVE WITH ADJACENCY
DECODINGARTIFICIAL
INTELLIGENCE
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