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Carl Von Clausewitz, the Fog-Of-War, and the AI Revolution : The Real World Is Not a Game of Go.

By: Wallace, Rodrick.
Material type: TextTextSeries: eBooks on Demand.SpringerBriefs in Applied Sciences and Technology Ser: Publisher: Cham : Springer, 2018Copyright date: ©2018Description: 1 online resource (112 pages).Content type: text Media type: computer Carrier type: online resourceISBN: 9783319746333.Genre/Form: Electronic books.Additional physical formats: Print version:: Carl Von Clausewitz, the Fog-Of-War, and the AI Revolution : The Real World Is Not a Game of GoLOC classification: Q342Q334-342TJ212-22Online resources: Click here to view this ebook.
Contents:
Intro -- Preface -- References -- Contents -- About the Author -- 1 AI in the Real World -- 1.1 Introduction -- 1.2 The Data Rate Theorem -- 1.3 The `Clausewitz Temperature' -- 1.4 A Bottleneck Model -- 1.5 Dynamics of Control Failure -- 1.6 The Failure of Cognition -- 1.7 No Free Lunch -- 1.8 The `Boyd Temperature' -- 1.9 Flash-Crash Market Pathologies -- 1.10 Network Fragmentation -- 1.11 The Ratchet -- 1.12 Operational and Strategic Failure -- 1.13 Failure, Remediation, and Culture -- 1.14 The Synergism of Phase Transitions in Real-Time Critical Systems -- 1.15 Discussion -- References -- 2 Extending the Model -- 2.1 Introduction -- 2.2 Generalizing the Data Rate Theorem -- 2.3 The Transitive Cognitive Decomposition -- 2.4 Environmental Insult and Developmental Dysfunction -- 2.5 Other Complexity Measures -- 2.6 Discussion -- References -- 3 An Example: Passenger Crowding Instabilities of V2I Public Transit Systems -- 3.1 Introduction -- 3.2 The Data Rate Theorem for Traffic Flow -- 3.3 Multimodal Transport Systems -- 3.4 Simplified Dynamics of System Failure -- 3.5 Discussion and Conclusions -- References -- 4 An Example: Fighting the Last War -- 4.1 Introduction -- 4.2 A Crosstalk Model: Mutual Information Dynamics -- 4.3 Discussion -- References -- 5 Coming Full Circle: Autonomous Weapons -- 5.1 Introduction -- 5.2 The Topology of Target Space -- References -- 6 An Evolutionary Approach to Real-Time Conflict: Beware the `Language that Speaks Itself' -- 6.1 Introduction -- 6.2 An Iterated Coevolutionary Ratchet -- 6.3 Dynamics of Large Deviations -- 6.4 Cambrian Events: Spawning Hydras -- References -- 7 Summary -- Reference -- A Mathematical Appendix -- A.1 The Black-Scholes Model -- A.2 Groupoids -- A.3 Morse Theory -- A.4 The Metric mathcalM -- A.5 Cognitive Renormalization -- A.6 On Evolutionary Game Theory -- References.
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Item type Current location Call number URL Status Date due Barcode
Electronic Book UT Tyler Online
Online
Q342Q334-342TJ212-22 (Browse shelf) https://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=5234682 Available EBC5234682

Intro -- Preface -- References -- Contents -- About the Author -- 1 AI in the Real World -- 1.1 Introduction -- 1.2 The Data Rate Theorem -- 1.3 The `Clausewitz Temperature' -- 1.4 A Bottleneck Model -- 1.5 Dynamics of Control Failure -- 1.6 The Failure of Cognition -- 1.7 No Free Lunch -- 1.8 The `Boyd Temperature' -- 1.9 Flash-Crash Market Pathologies -- 1.10 Network Fragmentation -- 1.11 The Ratchet -- 1.12 Operational and Strategic Failure -- 1.13 Failure, Remediation, and Culture -- 1.14 The Synergism of Phase Transitions in Real-Time Critical Systems -- 1.15 Discussion -- References -- 2 Extending the Model -- 2.1 Introduction -- 2.2 Generalizing the Data Rate Theorem -- 2.3 The Transitive Cognitive Decomposition -- 2.4 Environmental Insult and Developmental Dysfunction -- 2.5 Other Complexity Measures -- 2.6 Discussion -- References -- 3 An Example: Passenger Crowding Instabilities of V2I Public Transit Systems -- 3.1 Introduction -- 3.2 The Data Rate Theorem for Traffic Flow -- 3.3 Multimodal Transport Systems -- 3.4 Simplified Dynamics of System Failure -- 3.5 Discussion and Conclusions -- References -- 4 An Example: Fighting the Last War -- 4.1 Introduction -- 4.2 A Crosstalk Model: Mutual Information Dynamics -- 4.3 Discussion -- References -- 5 Coming Full Circle: Autonomous Weapons -- 5.1 Introduction -- 5.2 The Topology of Target Space -- References -- 6 An Evolutionary Approach to Real-Time Conflict: Beware the `Language that Speaks Itself' -- 6.1 Introduction -- 6.2 An Iterated Coevolutionary Ratchet -- 6.3 Dynamics of Large Deviations -- 6.4 Cambrian Events: Spawning Hydras -- References -- 7 Summary -- Reference -- A Mathematical Appendix -- A.1 The Black-Scholes Model -- A.2 Groupoids -- A.3 Morse Theory -- A.4 The Metric mathcalM -- A.5 Cognitive Renormalization -- A.6 On Evolutionary Game Theory -- References.

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