자료유형  

 학위논문

Control Number  

0016935386

International Standard Book Number  

9798380856201

Dewey Decimal Classification Number  

501

Main Entry-Personal Name  

Ruangsakul, Siwarak.

Publication, Distribution, etc. (Imprint  

[S.l.] : Indiana University., 2023

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2023

Physical Description  

1 online resource(197 p.)

General Note  

Source: Dissertations Abstracts International, Volume: 85-05, Section: B.

General Note  

Advisor: Hagar, Amit.

Dissertation Note  

Thesis (Ph.D.)--Indiana University, 2023.

Restrictions on Access Note  

This item must not be sold to any third party vendors.

Summary, Etc.  

요약The dissertation delves into the dynamic realm of AI capabilities, focusing on its potential for autonomous scientific discovery. At its core, it addresses the fundamental question of whether AI can autonomously make scientific discovery. A significant aspect of the study involves proposing a set of formalized tests to assess AI's capacity as an "artificial scientist." These tests serve as indicators of AI's ability to engage in independent scientific discovery. Additionally, a classification system is introduced to categorize artificial scientists into four distinct tiers, based on their adaptability and autonomy. These tiers are ranked as general self-initiated, narrow self-initiated, general non-self-initiated, and narrow non-self-initiated. This dissertation argues that, with existing AI paradigms and techniques, achieving the fourth tier of artificial scientists, capable of autonomous scientific discovery in certain domains under human guidance, is already practically attainable. However, reaching the highest tier, characterized by comprehensive adaptability and autonomy, may require a pioneering approach that seamlessly merges natural intelligence with artificial intelligence. Moreover, an exploration of the philosophy of science itself becomes imperative in attaining this pinnacle of AI's potential.

Subject Added Entry-Topical Term  

Philosophy of science.

Subject Added Entry-Topical Term  

Systems science.

Subject Added Entry-Topical Term  

Robotics.

Index Term-Uncontrolled  

Artificial scientists

Index Term-Uncontrolled  

Robot scientists

Index Term-Uncontrolled  

Scientific discovery

Index Term-Uncontrolled  

Autonomous scientific discovery

Index Term-Uncontrolled  

Adaptability

Added Entry-Corporate Name  

Indiana University History and Philosophy of Science

Host Item Entry  

Dissertations Abstracts International. 85-05B.

Host Item Entry  

Dissertation Abstract International

Electronic Location and Access  

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Control Number  

joongbu:639556