Artificial General Intelligence　8月刊行予定

◎書名：　Artificial　General　Intelligence(MIT　Press　Essential　Knowledge)　
◎和名：　汎用人工知能（仮）
◎ISBN：　978-0-262-54934-9

汎用人工知能（はんようじんこうちのう、英:　Artificial　general　intelligence、略称:　AGI）とは、
人間が実現可能なあらゆる知的作業を理解・学習・実行することができる人工知能のこと。
本著では、より汎用的な人工知能を開発するための技術的アプローチを探求し、汎用　AI　が人類の文明にとって何を意味するかを問いかけます。

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 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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