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Knowledge representation
Trust in artificial intelligence technologies
B. A. Kobrinskiiab a Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow, Russia
b Russian National Research Medical University named after N. I. Pirogov, Moscow, Russia
Abstract:
Trust in artificial intelligence is a key factor in the widespread introduction of intelligent technologies into the economy and social sphere. The article discusses various aspects of this problem. This is trust in knowledge and data, in artificial intelligence and machine learning models; risks and limits of applicability of the methods and technologies used; explainability of decisions and humanoriented artificial intelligence; primary validation and secondary validation (verification) of created systems; ChatGPT hallucinations and falsifications; ethical, legal and organizational aspects of the use of artificial intelligence.
Keywords:
trustworthy artificial intelligence, trust in knowledge and data, human-centered artificial intelligence, explainability of decisions, validation and verification, medical applications, ChatGPT hallucinations, ethical artificial intelligence.
Citation:
B. A. Kobrinskii, “Trust in artificial intelligence technologies”, Artificial Intelligence and Decision Making, 2024, no. 3, 3–17
Linking options:
https://www.mathnet.ru/eng/iipr594 https://www.mathnet.ru/eng/iipr/y2024/i3/p3
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