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| List of contributors | |
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| Preface | |
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| Acknowledgements | |
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| Introduction | |
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| What is AI anyway? | |
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| What kind of information processing is intelligence? | |
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| The Formal Foundations of AI | |
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| Non-monotonic reasoning versus logic programming: a new perspective | |
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| Prolegomena to a theory of mechanized formal reasoning | |
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| Levels of Theory | |
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| AI: a personal view | |
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| Has AI helped psychology? | |
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| What's in an AI program? | |
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| Programs and Theories | |
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| One smal head: models and theories | |
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| The nature of AI principles | |
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| What's in an AI program? | |
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| The Role of Representations | |
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| Thinking machines: can there be? are we? | |
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| Evolution, error, and intentionality | |
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| The Role of Programs in AI | |
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| What kind of fields is AI? | |
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| Programs in the search for intelligent machines: the mistaken foundations of AI | |
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| Rational Reconstruction as an | |
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| The novelties of AI: theories, rograms and rational reconstructions | |
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| AM: a case study in AI methodology | |
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| Is AI Special in Regard to its Methodology? | |
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| Is there anything special about AI? | |
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| What sort of a thing is an AI experiment? | |
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| We need better standards for AI research | |
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| Does Connectionism Provide a New Paradigm for AI? | |
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| Why there still has to be a language of thought | |
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| Connectionism and the foundations of AI Paul Smolensky | |
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| Some comments on Smolensky | |
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| Representation and high-speed computation in neural networks | |
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| The Role of Correctness in AI | |
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| Does AI have a methodology different from software engineering? | |
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| AI, computer science and education | |
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| Limitations on Current AI Technology | |
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| The challenge of open systems | |
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| Towards a reconciliation of phenomenology and AI | |
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| The superarticulacy phenomenon in the context of software manufacture | |
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| Annotated Bibliography on the Foundations of AI Imre Balogh | |
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| Index of names | |