Artificial general intelligence:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2024]
|
| Schriftenreihe: | The MIT Press essential knowledge series
|
| Schlagwörter: | |
| Links: | https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738303236323534393334397C7C434F50.jpg?sq=2 http://www.gbv.de/dms/bowker/toc/9780262549349.pdf |
| Abstract: | "Explores the current state of Artificial General Intelligence and what the future might hold"-- How to make AI capable of general intelligence, and what such technology would mean for society.Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Although some very recent AI systems are generalists to a degree, most AI is narrowly specific; that is, it can only do a single thing, in a single context. For example, your spellchecker cant do mathematics, and the world's best chess-playing program cant play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization.Togelius starts by giving examples of narrow AI that have superhuman performance in some way. Interestingly, there have been AI systems that are superhuman in some sense for more than half a century. He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science. Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments. The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects. The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society |
| Beschreibung: | Includes bibliographical references and index 2408 |
| Umfang: | 227 Seiten |
| ISBN: | 9780262549349 |
Internformat
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| 520 | 3 | |a "Explores the current state of Artificial General Intelligence and what the future might hold"-- | |
| 520 | 3 | |a How to make AI capable of general intelligence, and what such technology would mean for society.Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Although some very recent AI systems are generalists to a degree, most AI is narrowly specific; that is, it can only do a single thing, in a single context. For example, your spellchecker cant do mathematics, and the world's best chess-playing program cant play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization.Togelius starts by giving examples of narrow AI that have superhuman performance in some way. Interestingly, there have been AI systems that are superhuman in some sense for more than half a century. He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science. Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments. The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects. The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society | |
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Datensatz im Suchindex
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| author | Togelius, Julian |
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| bvnumber | BV050184840 |
| contents | A brief history of superhuman AI -- Intelligence (natural) -- Intelligence (artificial) -- Varieties of artificial general intelligence -- Practical AGI development -- Self-supervised learning of foundation models -- Open-ended learning in virtual worlds -- AGI and consciousness -- Superintelligence and the intelligence explosion -- AGI and society. |
| ctrlnum | (DE-599)KXP188747661X |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-26T15:02:30Z |
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| isbn | 9780262549349 |
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| physical | 227 Seiten |
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| spelling | Togelius, Julian Verfasser (DE-588)1166695727 aut Artificial general intelligence Julian Togelius Cambridge, Massachusetts ; London, England The MIT Press [2024] 227 Seiten txt rdacontent n rdamedia nc rdacarrier The MIT Press essential knowledge series Includes bibliographical references and index 2408 A brief history of superhuman AI -- Intelligence (natural) -- Intelligence (artificial) -- Varieties of artificial general intelligence -- Practical AGI development -- Self-supervised learning of foundation models -- Open-ended learning in virtual worlds -- AGI and consciousness -- Superintelligence and the intelligence explosion -- AGI and society. "Explores the current state of Artificial General Intelligence and what the future might hold"-- How to make AI capable of general intelligence, and what such technology would mean for society.Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Although some very recent AI systems are generalists to a degree, most AI is narrowly specific; that is, it can only do a single thing, in a single context. For example, your spellchecker cant do mathematics, and the world's best chess-playing program cant play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization.Togelius starts by giving examples of narrow AI that have superhuman performance in some way. Interestingly, there have been AI systems that are superhuman in some sense for more than half a century. He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science. Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments. The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects. The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Artificial intelligence COMPUTERS / Artificial Intelligence Information technology: general issues Künstliche Intelligenz SOC071000 TECHNOLOGY & ENGINEERING / Social Aspects Künstliche Intelligenz (DE-588)4033447-8 s DE-604 https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738303236323534393334397C7C434F50.jpg?sq=2 Verlag Cover DE-601 pdf/application http://www.gbv.de/dms/bowker/toc/9780262549349.pdf 2024-11-28 Aggregator Inhaltsverzeichnis |
| spellingShingle | Togelius, Julian Artificial general intelligence A brief history of superhuman AI -- Intelligence (natural) -- Intelligence (artificial) -- Varieties of artificial general intelligence -- Practical AGI development -- Self-supervised learning of foundation models -- Open-ended learning in virtual worlds -- AGI and consciousness -- Superintelligence and the intelligence explosion -- AGI and society. Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 |
| title | Artificial general intelligence |
| title_auth | Artificial general intelligence |
| title_exact_search | Artificial general intelligence |
| title_full | Artificial general intelligence Julian Togelius |
| title_fullStr | Artificial general intelligence Julian Togelius |
| title_full_unstemmed | Artificial general intelligence Julian Togelius |
| title_short | Artificial general intelligence |
| title_sort | artificial general intelligence |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Künstliche Intelligenz |
| url | https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738303236323534393334397C7C434F50.jpg?sq=2 http://www.gbv.de/dms/bowker/toc/9780262549349.pdf |
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