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Understanding AIthrough pop culture
ByJaidev Deshpande
@jaidevd
SciCamp 1, Mumbai27th April, 2014
AI != Robotics
A robot may or may not be intelligent
AI != Robotics
An intelligent machine may or may not be a Robot
What is Intelligence?
● Logic● Abstract thought● Understanding● Self-awareness● Communication● Learning● Emotional knowledge● Memory● Planning● Problem solving
Logic
Self-awareness
Communication
Learning (Data analysis)
Learning (Classification)
Emotional Knowledge
Planning & Problem Solving
What is Intelligence?
● Logic● Abstract thought● Understanding● Self-awareness● Communication● Learning● Emotional knowledge● Memory● Planning● Problem solving
The Singularity
The Singularity:Computers some day will be able to
create systems of arbitrary complexity
● Moore 's law => Faster computers, more storage
● Faster != smarter● IQ distributions (Humans)
Thus, no reason to assume that fast => smart.
Research in AI
● Why bother?– Because, Fermat's last theorem – Taniyama Shimura
conjecture● Low-hanging fruits:
– Automated data analysis– Machine learning– Pattern recognition - “Understanding” in AI– (Natural) Language processing– Computer vision
Popular AI (and related) projects● Wolfram Alpha● http://kaggle.com● Many in the SciPy stack● MATLAB and GNU Octave● Extreme learning machines● The Hutter Prize