Human Creativity vs Machine Creativity

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Transcript of Human Creativity vs Machine Creativity

  • Autonomous Systems CREATIVITYin Dr. Sarah Shuchi, Postdoctoral Fellow

    FOSTERING

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  • Creativity

    Creativity is not just for artists, musicians, writers,

    and designers. Creativity enters into virtually every

    aspect of life.

    Ability to genrate ideas or concepts that are novel, valuable and surprising

    P-CREATIVITY Psychologically Creative

    H-CREATIVITY Historically Creative

    It can be learned, practised and developed by the use

    of proven techniques.

    Margaret Boden

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  • and CREATIVITY

    Human Thinking Process

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  • Thinking process

    The orginal eureka! moment

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    Decide What to do

    Convergent thinking

    Explore possibilities

    Divergent thinking

  • Logical

    Sequential

    Analytical

    Rational

    Objective

    Random

    Intuitive

    Holistic

    Synthesizing

    Picture: https://www.linkedin.com/pulse/left-brain-vs-right-hr-logical-creative-anya-chupryna

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  • What makes people Creative? Intelligence

    Knowledge

    Motivation

    Environment

    Curi

    osity

    Inspiration

    Challenge Thin

    king

    out

    side

    of t

    he b

    ox

    Expertise

    latent inhibition

    Lear

    ning

    pro

    cess

    Socio-cultural

    Love of experimentation

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  • CREATIVITY

    Computational

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  • Computational Creativity A multidisciplinary endeavour that is located at the intersection of the

    fields of artificial intelligence, cognitive psychology, philosophy and arts.

    Model, Simulate or Replicate creativity using a

    computer.

    Design a program that can enhance human creativity

    without necessarily being creative themselves.

    Construct a program or computer capable of human-level

    creativity.

    Formulate algorithmic perspective on human creative

    behaviour.

    Goal

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  • Computational Creativity

    Generative art system AARON

    Music, Film, Visual Art, TV, aged care, food

    IBM - Culinary recipes

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    Social robot

    Biometric robot MiRo

  • What makes Creative Machine?

    Data processing

    Cognitive thinking Computational ability

    Auto

    mat

    ion

    Biomimicry

    Self replicate

    Neural network

    Arti

    ficia

    l Int

    ellig

    ence

    Algorithm

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  • Challenges Identified

    Fostering richness and subtlety of human thought

    Formalisation of creativity in automation

    Evaluating creative systems

    Cognitive thinking, curiosity and intrinsic motivation

    Identify drivers, tools and mechanism

    Characterisation and benchmark of creativity

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  • Thanks For Listening!

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