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Artificial General Intelligence

Inglese · Tascabile

Spedizione di solito entro 4 a 7 giorni lavorativi

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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 can't do mathematics, and the world''s best chess-playing program can't play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In 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.

Info autore










Julian Togelius


Dettagli sul prodotto

Autori Julian Togelius, Togelius Julian
Editore The MIT Press
 
Contenuto Libro
Forma del prodotto Tascabile
Data pubblicazione 13.08.2024
Categoria Libri scolastici > Didattica > Formazione professionale
Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica
 
EAN 9780262549349
ISBN 978-0-262-54934-9
Numero di pagine 240
Dimensioni (della confezione) 12.7 x 17.8 x 1.7 cm
 
Serie MIT Press Essential Knowledge series
Categorie Artificial Intelligence
TECHNOLOGY & ENGINEERING / Social Aspects
Information technology: general issues
COMPUTERS / Artificial Intelligence / General
SOCIAL SCIENCE / Technology Studies
 

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