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Understanding AI
through pop culture
By
Jaidev Deshpande
@jaidevd
SciCamp 1, Mumbai
27th
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

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Understanding Artificial Intelligence with Pop Culture