the new world of ai - etda.or.th · the new world of ai technology for better living ......
TRANSCRIPT
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THE NEW WORLD OF AITechnology for better living
By Assoc. Prof. Dr. Tiranee AchalakulKing Mongkut’s University of Technology Thonburi
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Gartner’s hype cycle for Emerging Technologies 2017
Artificial General Intelligence
IOT PlatformMachine learning
5G
Deep learning
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What has changed to make AI so
useful today?
The combination of large datasets
and powerful compute resources that
are now available has supercharged
the progress.
https://blogs.nvidia.com/blog/2016/06/17/baidu-high-performance-computing-ai/
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1969
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The rapid development of technology led to
the explosive growth of data in almost every
industry and business area.
DATA IS THE NEW OIL
Data of great
Volume, Variety, and Velocity
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Digital technologies that change our way of lives
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MACHINE LEARNING and AI Learn from data and make predictions about data by
using statistics to develop self learning algorithm
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PUTTING AIs TO WORK
Credit: nicolamattina.it
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Real-time Face Recognition
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Potential Application DomainsNext generation experiments, simulations, sensors, people,
businesses are creating a flood of data for AI
Internet & Ecommerce
Life Sciences
Finance: Portfolio
analysis
High Energy Physics
Text & data mining, NLP
Machine learning
Social Network Analysis
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Three Levels of Intelligence
Artificial
Narrow
Intelligence
Artificial
General
Intelligence
Artificial
Super
Intelligence
Specialized in
one specific
area.
Specialized in
all areas.
Smarter than
human in every
way.
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Three Levels of Intelligence
Artificial
Narrow
Intelligence
Artificial
General
Intelligence
Artificial
Super
Intelligence
Specialized in
one specific
area.
Specialized in
all areas.
Smarter than
human in
every way.
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ALPHA GO
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ALPHA GO
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ALPHA GO ZERO
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A Step Towards Super Intelligence
Sophia (Activated in 2015)David (Hit Theater in 2001)
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SOPHIAby Hanson Robotics
• A service robot designed
to care for the elderly,
disabilities, children with
special needs.
• Built based on Audrey
Hepburn and Hanson's
wife
• 62 facial expressions and
“Character Engine AI“,
personality software
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DEEP LEARNING
Deep Learning is the Most Exciting Breakthrough in
Modern Machine Learning
• Learn complex features from big images
• Learn complex action plans for reinforcement
learning
• Learn to create and generate
• Learn complex unstructured data such as
language, videos, etc.
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State of the Art Deep LearningGenerate text from images
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Generate high-resolution images based on text
State of the Art Deep Learning
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HOW DOES AI LEARN
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Deep Neural Networks
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WHAT ELSE CAN WE DO WITH AI
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SMART BRANCH
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Credit: nanalyze.compaymentscardsandmobile.com
Biometric Authentication
Behavioral Biometrics
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Credit: www.t-systems.com
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SHOPPING
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A Day in the Life of a Kiva Robot
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Autonomous Car and Drone
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Google Assistant !
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PERSONALIZED MEDICINE
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Stephen Hawking