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Is human creativity a wall that AI can never scale? Many people are
happy to admit that experts in many domains can be matched by
either knowledge-based or sub-symbolic systems, but even some AI
researchers harbor the hope that when it comes to feats of sheer
brilliance, mind over machine is an unalterable fact. In this book,
the authors push AI toward a time when machines can autonomously
write not just humdrum stories of the sort seen for years in AI,
but first-rate fiction thought to be the province of human genius.
It reports on five years of effort devoted to building a story
generator--the BRUTUS.1 system.
Is human creativity a wall that AI can never scale? Many people are
happy to admit that experts in many domains can be matched by
either knowledge-based or sub-symbolic systems, but even some AI
researchers harbor the hope that when it comes to feats of sheer
brilliance, mind over machine is an unalterable fact. In this book,
the authors push AI toward a time when machines can autonomously
write not just humdrum stories of the sort seen for years in AI,
but first-rate fiction thought to be the province of human genius.
It reports on five years of effort devoted to building a story
generator--the BRUTUS.1 system.
This is the first book-length presentation and defense of a new theory of human and machine cognition, according to which human persons are superminds. Superminds are capable of processing information not only at and below the level of Turing machines (standard computers), but above that level (the "Turing Limit"), as information processing devices that have not yet been (and perhaps can never be) built, but have been mathematically specified; these devices are known as super-Turing machines or hypercomputers. Superminds, as explained herein, also have properties no machine, whether above or below the Turing Limit, can have. The present book is the third and pivotal volume in Bringsjord's supermind quartet; the first two books were What Robots Can and Can't Be (Kluwer) and AI and Literary Creativity (Lawrence Erlbaum). The final chapter of this book offers eight prescriptions for the concrete practice of AI and cognitive science in light of the fact that we are superminds.
This is the first book-length presentation and defense of a new theory of human and machine cognition, according to which human persons are superminds. Superminds are capable of processing information not only at and below the level of Turing machines (standard computers), but above that level (the "Turing Limit"), as information processing devices that have not yet been (and perhaps can never be) built, but have been mathematically specified; these devices are known as super-Turing machines or hypercomputers. Superminds, as explained herein, also have properties no machine, whether above or below the Turing Limit, can have. The present book is the third and pivotal volume in Bringsjord's supermind quartet; the first two books were What Robots Can and Can't Be (Kluwer) and AI and Literary Creativity (Lawrence Erlbaum). The final chapter of this book offers eight prescriptions for the concrete practice of AI and cognitive science in light of the fact that we are superminds.
What Robots Can and Can't Be is a self-contained, rigorous, sustained argument for the unique, two-sided position that: (side one) Al will continue to produce machines with greater and greater capacity to pass stronger and stronger versions of the Turing Test; but that (side two) the Person Building Project' (the attempt by cognitive engineers to build a machine which is a person) will inevitably fail. The defense of side two rests in large part on a refutation of the proposition that persons are automata -- a refutation involving an array of issues, from free will to GAdel to introspection to Searle and beyond. The defense of side one brings the reader face to face with Sherlock Holmes and Dr. Watson as they tackle perhaps their toughest case (Silver Blaze'); the upshot of this visit with Conan Doyle's duo is an algorithm-sketch for the solving of murder mysteries. Side two also involves a look at the author's mechanical' approach to writing fiction, and the philosophical side of computerized story generation. The volume is peppered with numerous illustrations, all quite professionally done.
Vigorously demonstrating the relevance of reasoning to important moral problems, the participants in this dialogue resist the temptations of strident emotional appeal in an effort to present the most honorable and intellectually sophisticated sides of their arguments. This effort leads them to consideration of ante-bellum slavery, to a comparison of the notions of absolute truth in ethics versus mathematics, and to constructive discussions of genetics, artificial intelligence, euthanasia, personal identity, human sexuality, and Roe v. Wade.
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