Understanding and changing the world: from information to knowledge and intelligence
Saved in:
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Singapore
Springer
2022
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 158 Seiten Illustrationen (teilweise farbig) |
| ISBN: | 9789811919312 |
Staff View
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Record in the Search Index
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| adam_text | Contents 1 Introduction.................................................................................................... Part I 1 For a Gnoseological View of the World 2 Fundamental Questions About Knowledge.............................................. 2.1 Three Key Questions—Why? What? How?...................... 2.2 The Teleological “Why?”......................................... 2.3 The Ontological “What?”.............................. 2.4 The Gnoseological “How?”.................... 7 7 8 9 10 3 Information and Knowledge........................................................................ 3.1 The Birth of Informatics....................................................................... 3.2 What Is Information?.................................................................... 3.3 About Computing..................................................................... 3.3.1 Algorithms—Conventional Computers................................... 3.3.2 Neural Networks........................................................................ 3.4 Knowledge and Its Validity................................................................. 3.4.1 What Is Knowledge?................................................................. 3.4.2 Types of Knowledge and Their Validity................................. 3.4.3 Scientific Knowledge.......................... 3.4.4 Technical Knowledge................................................................ 3.4.5 A Methodological Clarification................................................
References........................................................................................................ 11 11 12 15 15 17 18 18 19 21 25 28 30 4 The Development and Application of Knowledge................................... 4.1 The Development of Knowledge—Principles and Limitations. ... 4.1.1 Modeling—The Role of Language........................................ 4.1.2 Stratification—Abstraction Hierarchy.................................... 4.1.3 Modularity—The “Atomic Hypothesis”................................ 4.1.4 Emergent Properties................................................................. 31 31 32 36 37 39 xi
Contents xii 4.2 Issues Related to Knowledge Application........................................... 4.2.1 The Limits of Scientificity........................................................ 4.2.2 Scientism.................................................................................... 4.2.3 Experts—The Mystification of Expertise............................... 4.2.4 Researchers, Research, and Innovation.................................. References......................................................................................................... Part П 40 40 42 44 45 49 Computing, Knowledge and Intelligence 5 Physical Phenomena and Computational Processes................................ 5.1 Scientific Knowledge and Computing.................................................. 5.1.1 Computational Processes and the Experimental Method.. . 5.1.2 Physical Phenomena as Computational Processes................. 5.2 Comparing Physical Phenomena and Computational Processes ... 5.2.1 Computation and the Concept of Continuum......................... 5.2.2 Conflicts and Resources in Systems........................................ 5.2.3 Time and Synchronization........................................................ 5.2.4 Why Is the Physical World Comprehensible?........................ References......................................................................................................... 53 53 53 54 55 55 57 61 63 64 Human vs. Artificial Intelligence................................................................. 6.1 Human Intelligence
Characteristics...................................................... 6.1.1 Slow and Fast Thinking............................................................ 6.1.2 Common Sense Intelligence.................................................... 6.1.3 Cognitive Complexity—The Boundaries of Understanding........................................................... 68 6.2 Weak Artificial Intelligence.................................................................. 6.2.1 The Turing Test........................................................................ 6.2.2 Machine Learning andScientific Knowledge......................... 6.2.3 A New Kind of Knowledge—Prediction Without Understanding............................................................... 73 6.3 Beyond Weak Artificial Intelligence—Autonomy.............................. 6.3.1 Autonomous Systems................................................................ 6.3.2 Characteristic Functions and Organization of Autonomous Systems.......................................................................... 76 6.3.3 Should We Trust Autonomous Systems?............................... 6.4 Artificial Intelligence—Threats and Challenges.................................. 6.4.1 Hypothetical Risks.................................................................... 6.4.2 Real Risks and Challenges....................................................... References........................................................................................................ 65 65 65 66 6 69 70 71 74 74 79 81 81 82 85
xiii Contents Part Ш Consciousness and Society 7 Consciousness.................................................................................................. 7.1 Our “Big Bang”—Language and Consciousness............................... 7.1.1 Language and the Boundaries of Knowledge......................... 7.1.2 The Mind-Brain Relationship.................................................. 7.2 The Mind as a Computing System....................................................... 7.2.1 Value Systems and Regulatory Frameworks.......................... 7.2.2 The Components of Consciousness......................................... 7.2.3 The Mental System................................................................... 7.3 Goal Management and Planning........................................................... 7.3.1 Strategies and Tactics for Achieving Goals............................. 7.3.2 Safety and Liberty...................................................................... 7.3.3 Free Will..................................................................................... 7.4 The Conscious and the Subconscious Self.......................................... 7.4.1 General Considerations on Consciousness.............................. 7.4.2 Learning and Creation............................................................... 7.4.3 Creation and Creators................................................................ 7.5 Seeking Happiness................................................................................. 89 89 89 90 91 92 94 96 102 102 104 105 109 109 Ill 113 115
8 Value Systems and Society........................................................................... 8.1 About Human Societies.......................................................................... 8.2 Gnoseological Values............................................................................. 8.2.1 Epistemic Values—Truth and Falsehood................................ 8.2.2 Technical Values....................................................................... 8.3 Ethical Values......................................................................................... 8.3.1 Good and Evil............................................................................ 8.3.2 Faith and Dogmatism................................................................ 8.4 Economic Values.................................................................................... 8.5 The Role of Institutions.......................................................................... 8.6 Depreciation of Values and Decline...................................................... 8.6.1 Decay of Language—Degradation of Concepts..................... 8.6.2 The Cycle of Lying................................................................... 8.6.3 Self-Convenience and Lack of Self-Esteem............................ 8.6.4 The Triumph of the Idiots......................................................... 8.7 About Democracy.................................................................................. 8.7.1 Meritocracy and the Role of Leaders....................................... 8.7.2 Corruption and
Bureaucracy...................................................... References........................................................................................................ 117 117 118 118 120 123 124 127 128 130 131 132 134 135 137 139 140 144 146 9 Epilogue.......................................................................................................... 147 Index....................................................................................................................... 151
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| adam_txt |
Contents 1 Introduction. Part I 1 For a Gnoseological View of the World 2 Fundamental Questions About Knowledge. 2.1 Three Key Questions—Why? What? How?. 2.2 The Teleological “Why?”. 2.3 The Ontological “What?”. 2.4 The Gnoseological “How?”. 7 7 8 9 10 3 Information and Knowledge. 3.1 The Birth of Informatics. 3.2 What Is Information?. 3.3 About Computing. 3.3.1 Algorithms—Conventional Computers. 3.3.2 Neural Networks. 3.4 Knowledge and Its Validity. 3.4.1 What Is Knowledge?. 3.4.2 Types of Knowledge and Their Validity. 3.4.3 Scientific Knowledge. 3.4.4 Technical Knowledge. 3.4.5 A Methodological Clarification.
References. 11 11 12 15 15 17 18 18 19 21 25 28 30 4 The Development and Application of Knowledge. 4.1 The Development of Knowledge—Principles and Limitations. . 4.1.1 Modeling—The Role of Language. 4.1.2 Stratification—Abstraction Hierarchy. 4.1.3 Modularity—The “Atomic Hypothesis”. 4.1.4 Emergent Properties. 31 31 32 36 37 39 xi
Contents xii 4.2 Issues Related to Knowledge Application. 4.2.1 The Limits of Scientificity. 4.2.2 Scientism. 4.2.3 Experts—The Mystification of Expertise. 4.2.4 Researchers, Research, and Innovation. References. Part П 40 40 42 44 45 49 Computing, Knowledge and Intelligence 5 Physical Phenomena and Computational Processes. 5.1 Scientific Knowledge and Computing. 5.1.1 Computational Processes and the Experimental Method. . 5.1.2 Physical Phenomena as Computational Processes. 5.2 Comparing Physical Phenomena and Computational Processes . 5.2.1 Computation and the Concept of Continuum. 5.2.2 Conflicts and Resources in Systems. 5.2.3 Time and Synchronization. 5.2.4 Why Is the Physical World Comprehensible?. References. 53 53 53 54 55 55 57 61 63 64 Human vs. Artificial Intelligence. 6.1 Human Intelligence
Characteristics. 6.1.1 Slow and Fast Thinking. 6.1.2 Common Sense Intelligence. 6.1.3 Cognitive Complexity—The Boundaries of Understanding. 68 6.2 Weak Artificial Intelligence. 6.2.1 The Turing Test. 6.2.2 Machine Learning andScientific Knowledge. 6.2.3 A New Kind of Knowledge—Prediction Without Understanding. 73 6.3 Beyond Weak Artificial Intelligence—Autonomy. 6.3.1 Autonomous Systems. 6.3.2 Characteristic Functions and Organization of Autonomous Systems. 76 6.3.3 Should We Trust Autonomous Systems?. 6.4 Artificial Intelligence—Threats and Challenges. 6.4.1 Hypothetical Risks. 6.4.2 Real Risks and Challenges. References. 65 65 65 66 6 69 70 71 74 74 79 81 81 82 85
xiii Contents Part Ш Consciousness and Society 7 Consciousness. 7.1 Our “Big Bang”—Language and Consciousness. 7.1.1 Language and the Boundaries of Knowledge. 7.1.2 The Mind-Brain Relationship. 7.2 The Mind as a Computing System. 7.2.1 Value Systems and Regulatory Frameworks. 7.2.2 The Components of Consciousness. 7.2.3 The Mental System. 7.3 Goal Management and Planning. 7.3.1 Strategies and Tactics for Achieving Goals. 7.3.2 Safety and Liberty. 7.3.3 Free Will. 7.4 The Conscious and the Subconscious Self. 7.4.1 General Considerations on Consciousness. 7.4.2 Learning and Creation. 7.4.3 Creation and Creators. 7.5 Seeking Happiness. 89 89 89 90 91 92 94 96 102 102 104 105 109 109 Ill 113 115
8 Value Systems and Society. 8.1 About Human Societies. 8.2 Gnoseological Values. 8.2.1 Epistemic Values—Truth and Falsehood. 8.2.2 Technical Values. 8.3 Ethical Values. 8.3.1 Good and Evil. 8.3.2 Faith and Dogmatism. 8.4 Economic Values. 8.5 The Role of Institutions. 8.6 Depreciation of Values and Decline. 8.6.1 Decay of Language—Degradation of Concepts. 8.6.2 The Cycle of Lying. 8.6.3 Self-Convenience and Lack of Self-Esteem. 8.6.4 The Triumph of the Idiots. 8.7 About Democracy. 8.7.1 Meritocracy and the Role of Leaders. 8.7.2 Corruption and
Bureaucracy. References. 117 117 118 118 120 123 124 127 128 130 131 132 134 135 137 139 140 144 146 9 Epilogue. 147 Index. 151 |
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| spelling | Sifakis, Joseph 1946- Verfasser (DE-588)1234480778 aut Understanding and changing the world from information to knowledge and intelligence by Joseph Sifakis Singapore Springer 2022 XIII, 158 Seiten Illustrationen (teilweise farbig) txt rdacontent n rdamedia nc rdacarrier Computer Science Artificial Intelligence Philosophy Mathematical Models of Cognitive Processes and Neural Networks Computer science Artificial intelligence Neural networks (Computer science) Kognition (DE-588)4031630-0 gnd rswk-swf Wissen (DE-588)4066559-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Wissen (DE-588)4066559-8 s Kognition (DE-588)4031630-0 s Neuronales Netz (DE-588)4226127-2 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Erscheint auch als Online-Ausgabe 978-981-1919-32-9 Digitalisierung BSB München - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033689455&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Understanding and changing the world from information to knowledge and intelligence |
| title_auth | Understanding and changing the world from information to knowledge and intelligence |
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| title_exact_search_txtP | Understanding and changing the world from information to knowledge and intelligence |
| title_full | Understanding and changing the world from information to knowledge and intelligence by Joseph Sifakis |
| title_fullStr | Understanding and changing the world from information to knowledge and intelligence by Joseph Sifakis |
| title_full_unstemmed | Understanding and changing the world from information to knowledge and intelligence by Joseph Sifakis |
| title_short | Understanding and changing the world |
| title_sort | understanding and changing the world from information to knowledge and intelligence |
| title_sub | from information to knowledge and intelligence |
| topic | Computer Science Artificial Intelligence Philosophy Mathematical Models of Cognitive Processes and Neural Networks Computer science Artificial intelligence Neural networks (Computer science) Kognition (DE-588)4031630-0 gnd Wissen (DE-588)4066559-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Computer Science Artificial Intelligence Philosophy Mathematical Models of Cognitive Processes and Neural Networks Computer science Artificial intelligence Neural networks (Computer science) Kognition Wissen Neuronales Netz Künstliche Intelligenz |
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