
Av. Zehra Hamide GÜRBÜZ ÖNAL
TABLE OF CONTENTS
LIST OF ABBREVIATIONS 9
INTRODUCTION . 11
CHAPTER ONE
ARTIFICIAL INTELLIGENCE (AI)
CHRONOLOGICAL OVERVIEW OF AI. 15
A) The History That Builds and Defines AI . 15
Understanding AI: Algorithm 22
Definition of AI 27
Human Intelligence and Machine Intelligence . 32
B) Machine Learning (ML) 35
Definition of ML 35
Types of ML . 38
Supervised Learning (SL) 38
Unsupervised Learning (USL) . 38
Reinforced Learning (RL) 39
Deep Learning (DL) . 40
Artificial Neural Networks (ANN) 41
Examples of DL . 42
Evolutionary Computing (Programming) 42
AI TODAY 45
A) Artificial Narrow Intelligence (ANI) 45
B) The Benefits of ANI 47
III. FUTURE OF AI 47
A) Artificial General Intelligence (AGI) 47
B) Artificial Super Intelligence (ASI) 50
Table of Contents
4
CHAPTER TWO
RELAVANT CONCEPTS IN PATENT LAW AND
PATENTABILITY OF AI SYSTEMS AND INVENTIONS
OVERVIEW OF PATENT LAW 51
A) Etymology and History . 52
Turkish Patent Law 53
History of Turkish Patent Law . 53
The Recent Law . 54
International Legislation 54
B) Invention and Inventor . 55
Invention . 55
Invention in Turkish Law . 55
Invention in Europe and Other Jurisdictions . 57
Inventor 57
Inventor in Turkish Law . 58
Inventor in Europe and Other Jurisdictions . 59
C) Patentability Criteria 60
Novelty . 61
“State of Art” in Novelty 61
Explanation of Novelty with an Example 63
Inventive Step (Non-Obviousness) 65
“State of Art” in Inventive Step . 66
Exceptions of “State of Art” in Evaluating Inventive
Step 66
First Exception: Unpublished Patent Applications 66
Second Exception: The Related Area 67
Expert in the Field . 67
Determining the Inventive Step: “Problem-Solution”
Approach . 67
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Industrial Applicability 69
PATENTABILITY OF AI SYSTEMS AND AI
INVENTIONS . 70
A) Patentability of Computer Software 71
B) Patentability of AI Systems . 73
C) Patentability of AI Inventions 74
Disclosure of AI . 74
Global Cooperation on AI 75
Inventorship of AI 75
Patent Law Term “The Skilled Person” and AI . 75
CHAPTER THREE
AI AS AN INVENTOR
RECENT ADVANCEMENT of AI APPLICATIONS in
DIFFERENT SECTORS . 77
RECOGNIZING AI: DIFFERENT APROACHES FOR
PERSONALITY . 79
A) Electronic Personality 80
B) Attorney/Representative Approach . 81
C) Artificial Human Approach . 82
D) Slavery Approach 82
III. THE DABUS CASE: THE EARLY CROWING
ROOSTER 83
A) What Is DABUS? 84
B) The Artificial Inventor Project (AIP) 87
C) DABUS Patent Applications . 88
D) Rejection of DABUS Patent Applications 94
Decision in UK on DABUS Application . 94
Decision of EPO on DABUS Application . 96
Decision in US on DABUS Application 97
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6
Other PCT Countries: Australia, Germany, South Africa 100
Decision in Australia on DABUS Application 102
Decision in Germany on DABUS Application 103
Decision in South Africa on DABUS Application 104
CHAPTER FOUR
FUTURE OF PATENT LAW REGARDING AI
FUTURE OF PATENT LAW 105
A) Can AI Be Recognized As Inventor 106
Arguments of the Positive Perspective . 108
Argument One: Current System Discourage Honesty . 109
Argument Two: Incentivise Innovation . 110
Argument Three: Reform in Patent Law Is
Indispensable . 110
Argument Four: Society Will Be the Owner of the
Invention 110
Arguments of the Negative Perspective . 111
Argument One: Opponents of IPR Protection . 111
Argument Two: Opponents of Pre-acceptance 111
Argument Three: Inventiveness is Unique to Human
Being 112
B) Can AI Invent? . 112
C) About the AI Inventions Cited in the Literature 114
Circuit Designs By John Koza’s “Invention Machine” . 114
“Oral-B Cross Action Tooth Brush” by “Creativity
Machine” 115
“Food Receipt” By Contest Winner Watson’s Jeopardy . 115
“Nose Cone” by Hitachi Company 116
“Fractal Food Container” and “Devices and Methods for
Attracting Enhanced Attention” by DABUS . 116
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The NASA Antenna . 116
“Digital Twin” Car Suspension by Siemens 117
Robot Eve in Medical Field . 117
D) Anthropomorphism in AI 118
CONCLUSION . 121
ABSTRACT . 125
ÖZET . 127
BIBLIOGRAPHY . 129
LINKS 148
LIST OF FIGURES 150
Av. Zehra Hamide GÜRBÜZ ÖNAL
TABLE OF CONTENTS
LIST OF ABBREVIATIONS 9
INTRODUCTION . 11
CHAPTER ONE
ARTIFICIAL INTELLIGENCE (AI)
CHRONOLOGICAL OVERVIEW OF AI. 15
A) The History That Builds and Defines AI . 15
Understanding AI: Algorithm 22
Definition of AI 27
Human Intelligence and Machine Intelligence . 32
B) Machine Learning (ML) 35
Definition of ML 35
Types of ML . 38
Supervised Learning (SL) 38
Unsupervised Learning (USL) . 38
Reinforced Learning (RL) 39
Deep Learning (DL) . 40
Artificial Neural Networks (ANN) 41
Examples of DL . 42
Evolutionary Computing (Programming) 42
AI TODAY 45
A) Artificial Narrow Intelligence (ANI) 45
B) The Benefits of ANI 47
III. FUTURE OF AI 47
A) Artificial General Intelligence (AGI) 47
B) Artificial Super Intelligence (ASI) 50
Table of Contents
4
CHAPTER TWO
RELAVANT CONCEPTS IN PATENT LAW AND
PATENTABILITY OF AI SYSTEMS AND INVENTIONS
OVERVIEW OF PATENT LAW 51
A) Etymology and History . 52
Turkish Patent Law 53
History of Turkish Patent Law . 53
The Recent Law . 54
International Legislation 54
B) Invention and Inventor . 55
Invention . 55
Invention in Turkish Law . 55
Invention in Europe and Other Jurisdictions . 57
Inventor 57
Inventor in Turkish Law . 58
Inventor in Europe and Other Jurisdictions . 59
C) Patentability Criteria 60
Novelty . 61
“State of Art” in Novelty 61
Explanation of Novelty with an Example 63
Inventive Step (Non-Obviousness) 65
“State of Art” in Inventive Step . 66
Exceptions of “State of Art” in Evaluating Inventive
Step 66
First Exception: Unpublished Patent Applications 66
Second Exception: The Related Area 67
Expert in the Field . 67
Determining the Inventive Step: “Problem-Solution”
Approach . 67
Zehra Hamide GÜRBÜZ ÖNAL
5
Industrial Applicability 69
PATENTABILITY OF AI SYSTEMS AND AI
INVENTIONS . 70
A) Patentability of Computer Software 71
B) Patentability of AI Systems . 73
C) Patentability of AI Inventions 74
Disclosure of AI . 74
Global Cooperation on AI 75
Inventorship of AI 75
Patent Law Term “The Skilled Person” and AI . 75
CHAPTER THREE
AI AS AN INVENTOR
RECENT ADVANCEMENT of AI APPLICATIONS in
DIFFERENT SECTORS . 77
RECOGNIZING AI: DIFFERENT APROACHES FOR
PERSONALITY . 79
A) Electronic Personality 80
B) Attorney/Representative Approach . 81
C) Artificial Human Approach . 82
D) Slavery Approach 82
III. THE DABUS CASE: THE EARLY CROWING
ROOSTER 83
A) What Is DABUS? 84
B) The Artificial Inventor Project (AIP) 87
C) DABUS Patent Applications . 88
D) Rejection of DABUS Patent Applications 94
Decision in UK on DABUS Application . 94
Decision of EPO on DABUS Application . 96
Decision in US on DABUS Application 97
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6
Other PCT Countries: Australia, Germany, South Africa 100
Decision in Australia on DABUS Application 102
Decision in Germany on DABUS Application 103
Decision in South Africa on DABUS Application 104
CHAPTER FOUR
FUTURE OF PATENT LAW REGARDING AI
FUTURE OF PATENT LAW 105
A) Can AI Be Recognized As Inventor 106
Arguments of the Positive Perspective . 108
Argument One: Current System Discourage Honesty . 109
Argument Two: Incentivise Innovation . 110
Argument Three: Reform in Patent Law Is
Indispensable . 110
Argument Four: Society Will Be the Owner of the
Invention 110
Arguments of the Negative Perspective . 111
Argument One: Opponents of IPR Protection . 111
Argument Two: Opponents of Pre-acceptance 111
Argument Three: Inventiveness is Unique to Human
Being 112
B) Can AI Invent? . 112
C) About the AI Inventions Cited in the Literature 114
Circuit Designs By John Koza’s “Invention Machine” . 114
“Oral-B Cross Action Tooth Brush” by “Creativity
Machine” 115
“Food Receipt” By Contest Winner Watson’s Jeopardy . 115
“Nose Cone” by Hitachi Company 116
“Fractal Food Container” and “Devices and Methods for
Attracting Enhanced Attention” by DABUS . 116
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The NASA Antenna . 116
“Digital Twin” Car Suspension by Siemens 117
Robot Eve in Medical Field . 117
D) Anthropomorphism in AI 118
CONCLUSION . 121
ABSTRACT . 125
ÖZET . 127
BIBLIOGRAPHY . 129
LINKS 148
LIST OF FIGURES 150
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Tek Çekim | 286,15 | 286,15 |
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Tek Çekim | 286,15 | 286,15 |
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Tek Çekim | 286,15 | 286,15 |
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Tek Çekim | 286,15 | 286,15 |
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Tek Çekim | 286,15 | 286,15 |