{"id":48652,"date":"2026-01-29T14:39:23","date_gmt":"2026-01-29T11:39:23","guid":{"rendered":"https:\/\/arsco.org\/?post_type=articles&p=48652"},"modified":"2026-02-08T09:31:02","modified_gmt":"2026-02-08T06:31:02","slug":"%d8%a7%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%d9%84%d9%82%d8%a7%d8%a8%d9%84-%d9%84%d9%84%d8%aa%d9%81%d8%b3%d9%8a%d8%b1","status":"publish","type":"articles","link":"https:\/\/arsco.org\/en\/articles\/article-detail-48652\/","title":{"rendered":"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631"},"content":{"rendered":"

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\u0627\u0644\u0623\u0645\u0631 \u0630\u0627\u062a\u0647 \u064a\u0646\u0637\u0628\u0642 \u0639\u0644\u0649 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0624\u062b\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0645\u0646\u062d \u0627\u0644\u0642\u0631\u0648\u0636 \u0623\u0648 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0648\u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u0628\u062f\u0623\u062a \u062a\u062e\u062a\u0628\u0631 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062f\u0639\u0645 \u0627\u0644\u0623\u062d\u0643\u0627\u0645 \u0627\u0644\u0642\u0636\u0627\u0626\u064a\u0629.<\/p>\n

\u0644\u0643\u0646 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0644\u064a\u0633 \u0645\u0641\u0647\u0648\u0645\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0628\u0633\u064a\u0637\u064b\u0627. \u0641\u0647\u0646\u0627\u0643 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0641\u0647\u0645: \u062a\u0641\u0633\u064a\u0631 \u062a\u0642\u0646\u064a \u0645\u0648\u062c\u0651\u0647 \u0644\u0644\u062e\u0628\u0631\u0627\u0621\u060c \u0648\u062a\u0641\u0633\u064a\u0631 \u0628\u0635\u0631\u064a \u0623\u0648 \u0644\u063a\u0648\u064a \u0645\u0628\u0633\u0651\u0637 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646\u060c \u0648\u062a\u0641\u0633\u064a\u0631 \u0633\u064a\u0627\u0642\u064a \u064a\u0631\u0628\u0637 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u0627\u062a\u064f\u062e\u0630 \u0641\u064a\u0647\u0627. \u0627\u0644\u062a\u062d\u062f\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u064a\u0643\u0645\u0646 \u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0634\u062e\u0635 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u060c \u062f\u0648\u0646 \u0627\u0644\u0625\u062e\u0644\u0627\u0644 \u0628\u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0648 \u062a\u0639\u0642\u064a\u062f\u0647.<\/p>\n

\u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u064a\u0639\u0643\u0633 \u0625\u062f\u0631\u0627\u0643\u064b\u0627 \u0639\u0627\u0644\u0645\u064a\u064b\u0627 \u0645\u062a\u0632\u0627\u064a\u062f\u064b\u0627 \u0628\u0623\u0646 \u0627\u0644\u062b\u0642\u0629 \u0644\u0627 \u062a\u064f\u0641\u0631\u0636 \u0628\u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0628\u0644 \u062a\u064f\u0628\u0646\u0649 \u0628\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629. \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628\u060c \u0628\u062f\u0623\u062a \u0627\u0644\u062a\u0634\u0631\u064a\u0639\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0628\u0648\u0635\u0641\u0647 \u062d\u0642\u064b\u0627 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0644\u0627 \u0645\u064a\u0632\u0629 \u0625\u0636\u0627\u0641\u064a\u0629. \u0641\u062d\u064a\u0646 \u062a\u0624\u062b\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0639\u0644\u0649 \u062d\u064a\u0627\u0629 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u060c \u064a\u0635\u0628\u062d \u0645\u0646 \u062d\u0642\u0647 \u0623\u0646 \u064a\u0639\u0631\u0641 \u0643\u064a\u0641 \u0648\u0644\u0645\u0627\u0630\u0627.<\/p>\n

\u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0639\u0631\u0628\u064a\u060c \u062a\u0643\u062a\u0633\u0628 \u0647\u0630\u0647 \u0627\u0644\u0642\u0636\u064a\u0629 \u0628\u0639\u062f\u064b\u0627 \u0625\u0636\u0627\u0641\u064a\u064b\u0627. \u0641\u0627\u0639\u062a\u0645\u0627\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u062a\u0648\u0631\u062f\u0629\u060c \u062f\u0648\u0646 \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0645\u0646\u0637\u0642\u0647\u0627 \u0623\u0648 \u0627\u0646\u062d\u064a\u0627\u0632\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\u060c \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u0644\u0627 \u062a\u0631\u0627\u0639\u064a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u062b\u0642\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u064a\u062a\u064a\u062d \u0641\u0631\u0635\u0629 \u0644\u062a\u0648\u0637\u064a\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0648\u0641\u0647\u0645\u0647\u0627\u060c \u0648\u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0628\u0645\u0627 \u064a\u062e\u062f\u0645 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u062d\u0644\u064a \u0628\u062f\u0644 \u0623\u0646 \u064a\u064f\u0639\u0627\u062f \u062a\u0634\u0643\u064a\u0644 \u0627\u0644\u0648\u0627\u0642\u0639 \u0644\u064a\u062a\u0644\u0627\u0621\u0645 \u0645\u0639\u0647\u0627.<\/p>\n

\u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u064a\u0639\u064a\u062f \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0644\u0644\u062f\u0648\u0631 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0623\u062a\u0645\u062a\u0629. \u0641\u0628\u062f\u0644 \u0623\u0646 \u064a\u064f\u0642\u0635\u0649 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0644\u0635\u0627\u0644\u062d \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u201c\u0623\u0630\u0643\u0649\u201d\u060c \u064a\u0635\u0628\u062d \u0647\u0648 \u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0623\u062e\u064a\u0631\u060c \u0627\u0644\u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a. \u0628\u0647\u0630\u0627 \u0627\u0644\u0645\u0639\u0646\u0649\u060c \u0644\u0627 \u064a\u062d\u062f\u0651 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0645\u0646 \u0642\u0648\u0629 \u0627\u0644\u0622\u0644\u0629\u060c \u0628\u0644 \u064a\u062d\u0645\u064a \u0625\u0646\u0633\u0627\u0646\u064a\u0629 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n

\u0646\u062d\u0646 \u0627\u0644\u064a\u0648\u0645 \u0639\u0644\u0649 \u0623\u0639\u062a\u0627\u0628 \u0645\u0631\u062d\u0644\u0629 \u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u062a\u0637\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0631\u062d\u0644\u0629 \u0644\u0627 \u064a\u064f\u0642\u0627\u0633 \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0642\u062f\u0645 \u0628\u0639\u062f\u062f \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0623\u0648 \u062f\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0628\u0642\u062f\u0631\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u062d\u060c \u0648\u0627\u0644\u062a\u0628\u0631\u064a\u0631\u060c \u0648\u0627\u0644\u062a\u062d\u0627\u0648\u0631 \u0645\u0639 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0628\u0634\u0631\u064a. \u0648\u0641\u064a \u0639\u0627\u0644\u0645 \u062a\u062d\u0643\u0645\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f\u060c \u062a\u0635\u0628\u062d \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0644\u064a\u0633\u062a \u062e\u064a\u0627\u0631\u064b\u0627\u060c \u0628\u0644 \u0634\u0631\u0637\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0644\u0628\u0642\u0627\u0621 \u0627\u0644\u062b\u0642\u0629.<\/p>\n

\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0647\u0648 \u0627\u0639\u062a\u0631\u0627\u0641 \u0636\u0645\u0646\u064a \u0628\u0623\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0644\u0627 \u064a\u064f\u0628\u0646\u0649 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0648\u0642 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u062d\u062f\u0647\u060c \u0628\u0644 \u0639\u0644\u0649 \u0634\u0631\u0627\u0643\u0629 \u0648\u0627\u0639\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0648\u0627\u0644\u0622\u0644\u0629\u060c \u062d\u064a\u062b \u064a\u0641\u0647\u0645 \u0643\u0644 \u0637\u0631\u0641 \u0645\u0646\u0637\u0642 \u0627\u0644\u0622\u062e\u0631\u060c \u0648\u064a\u0639\u0645\u0644\u0627\u0646 \u0645\u0639\u064b\u0627 \u0641\u064a \u0641\u0636\u0627\u0621 \u0645\u0646 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629.<\/span><\/p>\n

.<\/span><\/p>\n

\u0627\u0644\u0645\u0635\u0627\u062f\u0631<\/span><\/p>\n

IBM Research \u2013 Explainable AI
\nhttps:\/\/research.ibm.com\/ai\/explainable-ai<\/a><\/p>\n

DARPA \u2013 Explainable Artificial Intelligence (XAI)
\nhttps:\/\/www.darpa.mil\/program\/explainable-artificial-intelligence<\/a><\/p>\n

European Commission \u2013 Trustworthy AI
\nhttps:\/\/digital-strategy.ec.europa.eu<\/a><\/p>\n

Google AI \u2013 Interpretability and Explainability
\nhttps:\/\/ai.google\/research<\/a><\/p>\n

MIT Technology Review \u2013 Explainable AI
\nhttps:\/\/www.technologyreview.com<\/a><\/p>\n

.<\/span><\/p>\n

\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0643\u0627\u062a\u0628:<\/span> mohamedmouradgamal@gmail.com<\/a><\/p>\n","protected":false},"featured_media":48653,"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":[15653,8964,9159,7581,15638],"class_list":["post-48652","articles","type-articles","status-publish","has-post-thumbnail","hentry","tag-news","tag-tag-3215","tag-tag-3410","tag-tag-1832","tag-15638"],"acf":[],"yoast_head":"\n\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 - ARSCO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/arsco.org\/en\/articles\/article-detail-48652\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 - 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