Types of Artificial Intelligence
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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.
Types of Artificial Intelligence
- 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 - [email protected] 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 | [email protected]