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DOI: 10.52174/2579-2989 2023.3-89
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1 Schwab K., The Fourth Industrial Revolution, https://www.weforum.org/about/the-fourth-industrial-revolution-by-klaus-schwab
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3 Kissinger H., "How the Enlightenment Ends", The Atlantic, 2018, available at: https://www.theatlantic.com/magazine/ar-chive/2018/06/henry-kissinger-ai-could-mean-the-end-of-human-history/559124/
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4 World Economic Forum, "Why are young people not prepared for the jobs of the future?", Oct 12, 2022, available at: https:// www.weforum.org/agenda/2022/10/why-are-young-people-not-preparing-for-the-jobs-of-the-future/
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5 McKinsey Global Institute "Notes from the AI frontier: Modeling the impact of AI on the world economy", September 4, 2018, https://www.mckinsey.com/featured-insights/artificial-intelligence/notes-from-the-ai-frontier-modeling-the-impact-of-ai-on-the-world-economy
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7 Artificial Intelligence, Index Report 2023, p. 171, https://aiindex.stanford.edu/wp-content/uploads/2023/04/HAI_AI-Index-Re-port_2023.pdf
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4.
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https://aiindex.stanford.edu/wp-content/up-
loads/2023/04/HAI_AI-Index-Report_2023.pdf
Kissinger H., How the Enlightenment Ends,
The Atlantic, 2018,
https://www.theatlantic.com/magazine/ar-
chive/2018/06/henry-kissinger-ai-could-mean-the-
end-of-human-history/559124/
McKinsey Global Institute "Notes from the AI
frontier: Modeling the impact of AI on the
world economy", September 4, 2018, https://www.mckinsey.com/featured-insights/artifi-cial-intelligence/notes-from-the-ai-frontier-model-ing-the-impact-of-ai-on-the-world-economy
5. Schwab K., The Fourth Industrial Revolution, https://www.weforum.org/about/the-fourth-indus-trial-revolution-by-klaus-schwab
6. World Economic Forum, "Why are young people not prepared for the jobs of the future?", Oct 12, 2022,
https://www.weforum.org/agenda/2022/10/why-are-young-people-not-preparing-for-the-jobs-of-the-fu-ture/
Татевик ВАРДАНЯН
Преподаватель кафедры международных экономических отношений, АГЭУ, кандидат экономических наук
ГЕОЭКОНОМИЧЕСКАЯ ХРОНИКА
КАК ИСКУССТВЕННЫЙ ИНТЕЛЛЕКТ «ПЕРЕСТРАИВАЕТ» МИРОВУЮ ЭКОНОМИКУ?
Искусственный интеллект - одно из важнейших достижений современного мира, которое с невероятной скоростью проникло повсюду и трансформировало существование отдельных людей, стран и всей планеты, а также «окутало» будущее «пеленой» непредсказуемости и неопределенности.
Искусственный интеллект меняет мировую экономику, трансформируя отрасли, бизнес-процессы и государственное управление. Все это выявило новые и многосодержательные цепочки возможностей, вызовов и рисков развития, которые необходимо учитывать и обсуждать. Наряду с распространением искусственного интеллекта, необходимо найти ответы на ряд экономических «экзистенциальных» вопросов. Будет ли у нас футуристический рай, где вместо людей будут работать роботы и искусственный интеллект, а мы будем жить, наслаждаясь и реализуя только уникальное творчество и талант людей? Или у нас будет футуристический ад, где люди будут обслуживать роботам и искусственному интеллекти?
Ключевые слова: искусственный интеллект, глобальная экономика, международный рынок труда, инвестиции, регулирование искусственного интеллекта
Tatevik VARDANYAN §
Lecturer of the Chair of International cr
Economic Relations, ASUE, -P
PhD in economics J
GEOECONOMIC CHRONICLE J
HOW IS ARTIFICIAL INTELLIGENCE "RESHAPING" THE GLOBAL ECONOMY? U
Artificial intelligence is one of the critical achievements of the modern world, which has penetrated everywhere with incredible speed and transformed the presence of individual people, countries, and the entire planet, and "wrapped" the future with a "veil" of unpredictability and uncertainty. Artificial intelligence is revolutionizing the global economy, transforming industries, business processes, and public administration. All this has brought to light new and multi-content chains of development opportunities, challenges, and risks that must be considered and discussed. Along with the spread of artificial intelligence, finding answers to several economic "existential" questions is essential. Will we have a futuristic paradise where robots and artificial intelligence will work instead of people, and we will live our lives enjoying and realizing only people's unique creativity and talent? Or will we have a futuristic hell where people will serve robots and artificial intelligence?
Keywords: artificial intelligence, global economy, international labor market, investment,
regulation of artificial intelligence
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