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Artificial Psychology
Clayton Lewis (Gebundene Ausgabe, Englisch)
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Beschreibung
The success of predictive large language models (PLLMs) like GPT3 and ChatGPT has created both enthusiasts and skeptics of their widespread practical applications, but this book argues that the larger significance of such models is contained in what they suggest about human cognition. To explore this potential, the book develops a thought experiment called the Prediction Room, a reference to John… Searle’s influential Chinese Room argument, in which a human agent processes language by following a set of opaque written rules without possessing an inherent understanding of the language. The book proposes a new Room model—the Prediction Room with its resident Prediction Agent—generalizing the working of large language models. Working through a wide range of topics in cognitive science, the book challenges the conclusion of Searle’s thought experiment, that discredited contemporary artificial intelligences (AI), through the suggestion that the Prediction Room offers a means of exploring how new ideas in AI can provide productive alternatives to traditional understandings of human cognition. In considering the implications of this, the book reviews an array of topics and issues in cognitive science to uncover new ideas and reinforce older ideas about the mental mechanisms involved in both sides. The discussion of these topics in the book serves two purposes. First, it aims to stimulate new thinking about familiar topics like language acquisition or the nature and acquisition of concepts. Second, by contrasting human psychology with the form of artificial psychology these models exhibit, it uncovers how new directions in the development of these systems can be better explored. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
20.02.2025
Sprache
Englisch
EAN
9783031766459
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Synthesis Lectures on Human-Centered Informatics
Sonderedition
Nein
Autor
Clayton Lewis
Seitenanzahl
262
Einbandart
Gebundene Ausgabe
Buch Untertitel
Learning from the Unexpected Capabilities of Large Language Models
Schlagwörter
chatGPT, GPT3, Predictive Large Language Models, Cognitive Computing, Neural Networks, HCI Theory, LLMs
Thema-Inhalt
UBJ - Digital- und Informationstechnologien: soziale und ethische Aspekte
UYA - Theoretische Informatik
CFX - Computerlinguistik und Korpuslinguistik
UYQ - Künstliche Intelligenz
UYQM - Maschinelles Lernen
Höhe
240 mm
Breite
16.8 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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