The document discusses the different types of artificial intelligence. It describes memory-less AI, limited memory AI, theory of mind AI, and self-consciousness AI based on how closely they can simulate human intelligence. It also outlines narrow or weak AI, general or strong AI, and super AI based on the scope of tasks they can perform. Memory-less AI can respond to predefined inputs without learning, while limited memory AI can learn from experiences. Current research is focused on developing general AI that can mimic human intelligence and theory of mind AI that understands emotions and beliefs.

1. TYPES OF ARTIFICIAL
INTELLIGENCE
Dr. Sandeep Patil
Department of Computer Engineering
International Institute of Information Technology, I²IT
www.isquareit.edu.in

2. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Outline
 What is Artificial Intelligence ?
 Types of AI
 Conclusion

3. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
What is Artificial
Intelligence?
The Branch of Engineering
which focuses on
how a machine
simulate the human intelligence.

4. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Types of Artificial Intelligence (AI)
AI TYPES
Based on
Human
Memory-less
AI
Limited
Memory AI
Theory of
Mind AI
Self -
Consciousness
AI
Based on
Technology
Narrow AI General AI Super AI

5. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Memory-less AI
 Memory less -No storage of inputs
 Reactive- Responded predefined inputs
 Static - No learning is performed
 Oldest Form of AI - Simple Architecture
Examples :
IBM - Deep Blue- Chess playing computer
Google – AlphaGo – Go playing program

6. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Limited Memory AI
 Limited Memory-No storage of inputs
 Dynamic- Learning through experiences
 Combination – React and Learn
 Training– Manual or automatic
Examples :
Biometric Person Identification Machine
Chat bot– We Are Here at www.isquareit.edu.in

7. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Theory of Mind AI
 Try to simulate - Human emotion
 Current Status - Still in research phase
 Understanding - emotions, belief
systems, and thinking
 Artificial Human Intelligence
Examples :
Self Driving Cars
Future of ML and AI with Michael Jordan

8. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Self Consciousness AI
 Try to simulate – Self Awareness
 Current Status - Still Theoretical idea
 Simulate Human Brain
 Machine will evolve itself
Examples :
Guessing about the others’ emotions
Brain Research

9. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Narrow / Weak AI
 Narrow and predefined constraints
 Focused on single / limited task
 Uses natural language processing
 Mainly for decision making
 Can be reactive or limited memory AI
Examples :
Speech / Face Recognition
Chat bot– We Are Here at www.isquareit.edu.in,
Siri, Alexa, Cortana etc

10. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
General / Strong AI
 Mimics Human Intelligence
 Current state – Under development
 Learn and embed Human Intelligence
 Uses Theory of Mind AI
Examples :
Fujitsu-built K supercomputer

11. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
Superb AI
 Surpass the human cpacity
 Focused on single / limited task
 Learning through experiences
 Uses Self-awareness
Examples :
Creation of Super human
Science Fiction Movies

12. International Institute of Information Technology, I²IT, P-14, Rajiv Gandhi Infotech Park, Hinjawadi Phase 1, Pune - 411 057
Phone - +91 20 22933441/2/3 | Website - www.isquareit.edu.in | Email - info@isquareit.edu.in
THANK YOU
For further information please contact
Prof. Sandeep Patil
Associate Professor,
Department of Computer Engineering,
Hope Foundation’s
International Institute of Information Technology
(I²IT),
Hinjawadi, Pune – 411 057
Phone - +91 20 22933441
www.isquareit.edu.in |
sandeepp@isquareit.edu.in