August 2026
Intermediate
480 pages
12h 34m
English
book
Artificial General Intelligence
by T. Saravanan, P. Preethi, Sumaya Sanober, N. Thillaiarasu, S. Balamurugan
Content preview from Artificial General Intelligence
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2The Role of Theoretical Intelligence in Guiding the Development of Robust Artificial General Intelligence Systems
R. Mekala1*, Abiramasundari S.2, A.S. Narmadha3, K. N. Jayapriya4, M. Maheswaran5 and Karthikha Sree J.B.6
1Department of Artificial Intelligence and Data Science, Arjun College of Technology, Coimbatore, Tamilnadu, India
2Department of Electronics and Communication Engineering, Dr. Mahalingam College of Engineering and Technology, Coimbatore, Tamilnadu, India
3Department of Electronics and Communication Engineering, V.S.B. College of Engineering Technical Campus, Coimbatore, Tamilnadu, India
4Department of Computer Science and Engineering, College Kathir College,of Engineering, Coimbatore, Tamilnadu, India
5Department of Mechatronic Engineering, Nehru Institute of Engineering and Technology, Coimbatore, Tamilnadu, India
6Department of Cyber Physical Systems, VIT - Chennai Campus, Chennai, Tamilnadu, India
Abstract
The pursuit of artificial general intelligence (AGI) relies not only on empirical progress in machine learning and cognitive modeling but also on a systematic theoretical basis that can inform system design, scalability, and alignment. Theoretical intelligence (TI) is the formal, abstract, and mathematically based framework for comprehending cognition, learning, reasoning, and flexibility in arbitrary domains. This paper discusses the central role of TI in determining the architecture, capabilities, and safety mechanisms of strong AGI systems.
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