{"id":46936,"date":"2025-08-13T14:00:40","date_gmt":"2025-08-13T11:00:40","guid":{"rendered":"https:\/\/arsco.org\/?post_type=articles&#038;p=46936"},"modified":"2025-08-13T14:03:54","modified_gmt":"2025-08-13T11:03:54","slug":"%d8%a7%d9%84%d8%a3%d8%a8%d8%b9%d8%a7%d8%af-%d8%a7%d9%84%d8%a3%d8%ae%d9%84%d8%a7%d9%82%d9%8a%d8%a9-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7","status":"publish","type":"articles","link":"https:\/\/arsco.org\/en\/articles\/article-detail-46936\/","title":{"rendered":"\u062e\u0637\u0648\u0631\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a"},"content":{"rendered":"<p><span style=\"color: #ffffff;\">.<\/span><\/p>\n<p dir=\"rtl\" style=\"text-align: justify;\" data-start=\"295\" data-end=\"657\"><span style=\"color: #008080;\">\u064a\u0634\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u0645 \u062b\u0648\u0631\u0629 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\u062a\u0631\u0643\u0632 <a href=\"https:\/\/www.wsj.com\/articles\/meet-neurosymbolic-ai-amazons-method-for-enhancing-neural-networks-620dd81a?utm_source=chatgpt.com\">\u0627\u0644\u0623\u0628\u062d\u0627\u062b<\/a> \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0636\u062e\u0645\u0629 (LLMs) \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062e\u0635\u0627\u0645\u064a\u0629 (GANs)\u060c \u0628\u0647\u062f\u0641 \u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u062a\u0647\u0627\u060c \u062a\u0642\u0644\u064a\u0644 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\u0628\u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0648\u0644\u0651\u062f \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/span><\/p>\n<p dir=\"rtl\" data-start=\"143\" data-end=\"248\"><strong data-start=\"143\" data-end=\"159\">&#8211; \u062f\u0642\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/strong>: \u0636\u0631\u0648\u0631\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0646\u062a\u062c\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0641\u0627\u062f\u064a \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0627\u0644\u0645\u063a\u0627\u0644\u0637\u0627\u062a.<br \/>\n<strong data-start=\"251\" data-end=\"263\">&#8211; \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629<\/strong>: \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0648\u0644\u0651\u062f\u064b\u0627 \u0622\u0644\u064a\u064b\u0627\u060c \u0648\u062a\u0648\u0636\u064a\u062d \u0622\u0644\u064a\u0629 \u0625\u0646\u062a\u0627\u062c\u0647.<br \/>\n<strong data-start=\"349\" data-end=\"369\">&#8211; \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062f\u0645\u062c\u0629<\/strong>: \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0627\u0646\u062d\u064a\u0627\u0632\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0646\u0639\u0643\u0633 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0648\u0644\u0651\u062f \u0648\u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u063a\u064a\u0631 \u0639\u0627\u062f\u0644\u0629 \u0623\u0648 \u0645\u0636\u0644\u0644\u0629.<br \/>\n<strong data-start=\"475\" data-end=\"500\">&#8211; \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629<\/strong>: \u062a\u062d\u062f\u064a\u062f \u062d\u0642\u0648\u0642 \u0627\u0644\u0646\u0634\u0631 \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0646\u0627\u062a\u062c \u0639\u0646 \u0627\u0644\u062f\u0645\u062c \u0628\u064a\u0646 \u0625\u0628\u062f\u0627\u0639 \u0628\u0634\u0631\u064a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0622\u0644\u064a\u0629.<br \/>\n<strong data-start=\"576\" data-end=\"602\">&#8211; \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629<\/strong>: \u0645\u0646\u0639 \u062a\u0648\u0644\u064a\u062f \u0645\u062d\u062a\u0648\u0649 \u0636\u0627\u0631 \u0623\u0648 \u063a\u064a\u0631 \u0642\u0627\u0646\u0648\u0646\u064a \u0639\u0628\u0631 \u0641\u0644\u0627\u062a\u0631 \u0630\u0643\u064a\u0629 \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0637\u0628\u0642\u0627\u062a.<br \/>\n<strong data-start=\"674\" data-end=\"696\">&#8211; \u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629<\/strong>: \u0648\u0636\u0639 \u0623\u0637\u0631 \u0648\u0627\u0636\u062d\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0639\u0646\u062f \u062d\u062f\u0648\u062b \u0627\u0646\u062a\u0647\u0627\u0643\u0627\u062a \u0623\u0648 \u0623\u0636\u0631\u0627\u0631 \u0628\u0633\u0628\u0628 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0648\u0644\u0651\u062f.<\/p>\n<p dir=\"rtl\" style=\"text-align: justify;\">\u0644\u0627 \u062a\u0646\u062d\u0635\u0631 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\u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629. \u0648\u0644\u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643\u060c \u064a\u0642\u062a\u0631\u062d \u0628\u0639\u0636 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u062a\u0623\u0633\u064a\u0633 \u062c\u0647\u0627\u062a \u0631\u0642\u0627\u0628\u064a\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u062a\u062a\u0648\u0644\u0649 \u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0641\u062d\u0635 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0648\u0644\u0651\u062f\u060c \u0639\u0644\u0649 \u063a\u0631\u0627\u0631 \u0627\u0644\u0644\u062c\u0627\u0646 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0623\u0648 \u0627\u0644\u0647\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0639\u0646\u064a\u0629 \u0628\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0628\u0645\u0627 \u064a\u0636\u0645\u0646 \u0628\u064a\u0626\u0629 \u0625\u0646\u062a\u0627\u062c \u0631\u0642\u0645\u064a\u0629 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0629.<\/p>\n<p dir=\"rtl\" style=\"text-align: justify;\" data-start=\"2792\" data-end=\"3155\"><span style=\"color: #008080;\">\u062a\u0648\u0636\u062d <a href=\"https:\/\/www.itpro.com\/business\/business-strategy\/generative-ai-enthusiasm-continues-to-beat-out-business-uncertainty?utm_source=chatgpt.com\">\u0627\u0644\u0623\u0628\u062d\u0627\u062b<\/a> \u0623\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0639\u0627\u0648\u0646 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0637\u0631\u0627\u0641\u060c \u064a\u062c\u0645\u0639 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u064a\u0646\u060c \u0627\u0644\u0645\u0634\u0631\u0639\u064a\u0646\u060c \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u062f\u0646\u064a\u060c \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0623\u0637\u0631 \u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0645\u0648\u0627\u0643\u0628\u0629 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0627 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u060c \u064a\u0645\u0643\u0646 \u0635\u064a\u0627\u063a\u0629 \u0645\u0639\u0627\u064a\u064a\u0631 \u062a\u0642\u0646\u064a\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0645\u0631\u0646\u0629\u060c \u062a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u060c \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631\u0647 \u0639\u0644\u0649 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a.<\/span><\/p>\n<p dir=\"rtl\"><span style=\"color: #ffffff;\">.<\/span><\/p>\n<p dir=\"rtl\" style=\"text-align: justify;\"><span style=\"color: #ff6600;\">\u0627\u0644\u0645\u0635\u0627\u062f\u0631<\/span><\/p>\n<ul>\n<li data-start=\"3185\" data-end=\"3313\">Floridi, L., &amp; Chiriatti, M. (2020). GPT\u20103: Its Nature, Scope, Limits, and Consequences. <em data-start=\"3274\" data-end=\"3294\">Minds and Machines<\/em>, 30(4), 681\u2013694.<\/li>\n<li data-start=\"3316\" data-end=\"3452\">Jobin, A., Ienca, M., &amp; Vayena, E. (2019). The global landscape of AI ethics guidelines. <em data-start=\"3405\" data-end=\"3434\">Nature Machine Intelligence<\/em>, 1(9), 389\u2013399.<\/li>\n<li data-start=\"3455\" data-end=\"3598\">Weidinger, L., Mellor, J., Rauh, M., et al. (2021). Ethical and social risks of harm from Language Models. <em data-start=\"3562\" data-end=\"3595\">arXiv preprint arXiv:2112.04359<\/em>.<\/li>\n<li data-start=\"3601\" data-end=\"3735\">O\u2019Neil, C. (2016). <em data-start=\"3620\" data-end=\"3708\">Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy<\/em>. Crown Publishing Group.<\/li>\n<li data-start=\"3738\" data-end=\"3969\">Bender, E. M., Gebru, T., McMillan-Major, A., &amp; Shmitchell, S. (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?. <em data-start=\"3880\" data-end=\"3966\">Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency<\/em>.<\/li>\n<\/ul>\n<p><span style=\"color: #ffffff;\">.<\/span><\/p>\n<p dir=\"rtl\"><span style=\"color: #ff6600;\">\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0643\u0627\u062a\u0628:<\/span> <a href=\"mailto:mohamedmouradgamal@gmail.com\">mohamedmouradgamal@gmail.com<\/a><\/p>\n","protected":false},"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"tags":[7581,10990,15401,15350],"class_list":["post-46936","articles","type-articles","status-publish","hentry","tag-tag-1832","tag-tag-45235","tag-15401","tag-15350"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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