Cargo Cult AI: Is the ability to think scientifically the defining essence of intelligence?

التفاصيل البيبلوغرافية
العنوان: Cargo Cult AI: Is the ability to think scientifically the defining essence of intelligence?
المؤلفون: Levine, Edlyn V.
المصدر: Communications of the ACM; Sep2023, Vol. 66 Issue 9, p46-51, 6p, 1 Black and White Photograph
مصطلحات موضوعية: LANGUAGE models, ARTIFICIAL intelligence, ARTIFICIAL neural networks, CAUSAL inference, SCIENTIFIC method, REASONING, HUMAN-artificial intelligence interaction
مستخلص: This article discusses large language models (LLMs) and artificial general intelligence (AGI), the ability to perform any general task a human is capable of doing, in this article scientific thinking is the task of interest. Topics include a look at deep neural networks used for most artificial intelligence (AI) currently, the limitations of these AI models and how they compare to models used in theoretical physics with an emphasis on universality, nondeterminism, and causal inference.
قاعدة البيانات: Complementary Index
الوصف
تدمد:00010782
DOI:10.1145/3606946