Tiểu Luận - Tổng Quan Trí Tuệ Nhân Tạo - Artificial Intelligence Overview

ContentsOverview Types History of AI Achievement & application AI ‘s role in 4.0 industry... ContentsOverview Types History of AI Achievement & application AI ‘s role in 4.0 industry...

Artificial intelligence overview

Contents

Overview

Types History of AI

Achievement & application

AI ‘s role in 4.0 industry

Contents

Overview

Types History of AI

Achievement & application

AI ‘s role in 4.0 industry

1: What is Artificial Intelligence (AI) ?

1: History of Artificial Intelligence

 Summer 1956, Dartmouth University, America Conference was organized by

Marvin Minsky and John McCarthy Allen Newell and Herbert Simon joined too.

Marvin Minsky (1927–2016)

Founder of Massachusetts

technology laboratory

John McCarthy(1927-2011) a researcher in computer science

Allen Newell(1927-1992) a researcher in computer science

Herbert Simon(1916-2001) American economist, scientist, congnitive psychologist

2 History of Artificial Intelligence

• In 1958, LISP was born The fist project at A.I Lab, MIT, USA.

• In 1962, the First Economy Robots.

• In 1965, ELIZA – conversational psychotherapist

(Joseph Weizenbaum)

• In 1966, DENDRAL – chemistry knowledge-based system

2 History of Artificial Intelligence

• In 1972, PONG, early video game

• In 1973, MYCIN media diagnostic expert sys (Standford) of PhD Edward Shortliffe.

• In 1976, the first LISP machine.

• In 1980, Janapnese Fifth Generation Project

2 History of Artificial Intelligence

• About 10 years first, AI is expected with its ability.

• 10 years later, A.I was developing Did have expert systems

(DENDRAL, MYCIN, LOGO….)

• About 15 years later, AI quickly developed in AI’s International Competition.

AI is excent defined by the Formular:

Chess champion Kasparov was defeated by Deep blue

(1997)

1997 RoboCup 2D Soccer is the first RoboCup copetition organized with AI

international conference at Nagoya , Japan, (23 - 8 to 29 - 8 1997)

3: Types of Artificial intelligence (AI)

Limited memory

Simulate the abilities of human mind

Able to learn (from available data)

Base on google machine learning open source

Scan a person’s videos or portraits, merge with separated videos by AI and replace face details from that video

Deepfake

Theory of mind

• Next level of the AI system

• In the process of development

• Learning and elucidating emotions,

beliefs, thought process

• Understand human Prime Minister Nguyen Xuan Phuc met MIA robots - product of students from Ho Chi Minh

City University of Technology and Education.

Self aware

• Final level of AI system development

• Similar human mindset

• Leap civilization progress to remarkable level

• Risky (disaster)

Artificial Narrow Intelligence (ANI)

• Most common type of AI

• Focus on few tasks, using human-like abilities

• Limited capability

• Ex: Face ID, Touch ID,…

Artificial General Intelligence (AGI)

• Replicating human multi-functional capabilities

• Understand and express emotions

Released in 2020, robot named

“Vector” can show emotion and help people solve problem.

Artificial Super Intelligence (ASI)

• Most advanced AI in every aspect

• Better than human abilities

• Risky (threaten human existence)

Robot Sophia was wearing Ao Dai in VietNam’s Industry Summit 4.0

Contents

Overview

Types History of AI

Achievement & application

AI ‘s role in 4.0 industry

4: Achievement & Application in

human life

AI beating the world champion of Go Dominating Atari games Developing a scientific theory

Beating human on IQ tests Beating professional poker players

Contents

Overview

Types History of AI

Achievement & application

AI ‘s role in 4.0 industry

5: AI in industry 4.0

What are the applications of

AI in industry 4.0

5: AI in industry 4.0

• OEE optimization through predictive repair and maintenance

• Quality 4.0 through operational excellence, which continuously

improves production quality

• Generative design through AI and automation algorithms, which simultaneously generate multiple design solutions valid for the same objective

• Robotics through robotic and collaborative machines that support the operators to free them from methodical and/or extremely precise tasks

5: AI in industry 4.0

AI’s meanings in industry 4.0

5: AI in industry 4.0

• Artificial intelligence sharpens business intelligence

• AI techniques such as machine learning (ML) and deep learning (DL), if well implemented, have very significant positive effects on companies’ ROI

• ML creates sophisticated algorithms that enable “Smart Manufacturing”, data gathered during

production is analysed and changes are automatically adapted

 AI techniques give rise to three fundamental benefits for the industry 4.0:

• Production optimisation

• Supply Chain Integration

• Company‘s adaptation to the market

• Better product development

5: AI in industry 4.0

Impact of AI in industry 4.0

5: AI in industry 4.0

Just-in-time manufacturing

Changes in consumption Labor market

evolution