{"id":21480,"date":"2023-08-11T22:21:12","date_gmt":"2023-08-11T19:21:12","guid":{"rendered":"https:\/\/www.qatifscience.com\/?p=21480"},"modified":"2023-08-11T22:21:12","modified_gmt":"2023-08-11T19:21:12","slug":"%d9%85%d8%b3%d8%aa%d9%82%d8%a8%d9%84-%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-%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":"post","link":"https:\/\/www.qatifscience.com\/?p=21480","title":{"rendered":"\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631: \u0627\u0644\u063a\u0648\u0635 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a &#8220;XAI&#8221; &#8211; \u0628\u0642\u0644\u0645 \u0635\u0627\u062f\u0642 \u0639\u0644\u064a \u0627\u0644\u0642\u0637\u0631\u064a"},"content":{"rendered":"<p style=\"text-align: center;\"><span style=\"color: #008000;\"><strong><span style=\"font-size: 14pt;\">\u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u060c \u062a\u0634\u0647\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a \u0645\u0630\u0647\u0644\u0629 \u062a\u0639\u062f \u0628\u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0637\u0631\u064a\u0642\u0629 \u0639\u064a\u0634\u0646\u0627 \u0648\u0639\u0645\u0644\u0646\u0627 \u0648\u062a\u0641\u0627\u0639\u0644\u0646\u0627 \u0645\u0639 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627. \u0645\u0646 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a 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\u0628\u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u062e\u0630\u0647\u0627 \u0647\u0630\u0647 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u061f<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt; color: #008000;\">\u0623\u062f\u062e\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 [AI Explainable AI (XAI)] \u060c \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u064a\u0633\u0639\u0649 \u0625\u0644\u0649 \u0625\u0644\u0642\u0627\u0621 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0637\u0628\u064a\u0639\u0629 &#8220;\u0627\u0644\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0623\u0633\u0648\u062f&#8221; \u0627\u0644\u063a\u0627\u0645\u0636\u0629 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0645\u0641\u0647\u0648\u0645\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0644\u0623\u0641\u0639\u0627\u0644\u0647\u0627. \u064a\u062a\u0646\u0627\u0648\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 (XAI) \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u0647\u0645 \u0642\u0631\u0627\u0631\u0627\u062a\u0647\u0627 \u0648\u062a\u0628\u0631\u064a\u0631\u0647\u0627 \u0648\u062d\u062a\u0649 \u062a\u062f\u0642\u064a\u0642\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0643\u0644 \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646 \u0648\u0639\u0627\u0645\u0629 \u0627\u0644\u0646\u0627\u0633.<\/span><\/p>\n<figure id=\"attachment_21484\" aria-describedby=\"caption-attachment-21484\" style=\"width: 389px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-21484\" src=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/explainable_ai-e1691758331787-300x98.png\" alt=\"\" width=\"389\" height=\"127\" srcset=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/explainable_ai-e1691758331787-300x98.png 300w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/explainable_ai-e1691758331787-150x49.png 150w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/explainable_ai-e1691758331787-768x251.png 768w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/explainable_ai-e1691758331787.png 886w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><figcaption id=\"caption-attachment-21484\" class=\"wp-caption-text\"><span style=\"color: #0000ff; font-size: 8pt;\">\u0645\u0635\u062f\u0631 \u0627\u0644\u0635\u0648\u0631\u0629: blogs.mathworks.com<\/span><\/figcaption><\/figure>\n<p><span style=\"font-size: 14pt;\">\u0644\u0642\u062f \u0648\u0644\u062a \u0627\u0644\u0623\u064a\u0627\u0645 \u0627\u0644\u062a\u064a \u0643\u0627\u0646 \u064a\u064f\u0646\u0638\u0631 \u0641\u064a\u0647\u0627 \u0625\u0644\u0649 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0622\u0644\u0627\u062a \u0635\u0646\u0639 \u0642\u0631\u0627\u0631 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\u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0641\u064a\u062f\u0629 \u0628\u064a\u0646\u0645\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629 \u0644\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 \u0648\u0625\u0645\u0643\u0627\u0646\u0627\u062a\u0647 \u0644\u062a\u0634\u0643\u064a\u0644 \u0645\u0633\u062a\u0642\u0628\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0646\u0634\u0631\u0647. \u0645\u0639\u064b\u0627 \u060c \u0633\u0646\u0641\u062a\u062d \u0627\u0644\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0623\u0633\u0648\u062f \u0648\u0646\u0643\u0634\u0641 \u0627\u0644\u0646\u0642\u0627\u0628 \u0639\u0646 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u062f\u0645\u062c \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0641\u0647\u0648\u0645\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0648\u0623\u0646 \u062a\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u0646\u062a\u0641\u0627\u0639\u0644 \u0628\u0647\u0627 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0645\u0633\u062a\u0642\u0628\u0644\u064b\u0627 \u0645\u0633\u0624\u0648\u0644\u0627\u064b \u0623\u062e\u0644\u0627\u0642\u064a\u0627\u064b \u0648\u062c\u062f\u064a\u0631 \u0628\u0627\u0644\u062b\u0642\u0629 \u0648\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0642\u064a\u0645\u0646\u0627.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 (XAI) \u060c \u0634\u0631\u0643\u0629 \u0623\u0639\u0644\u0646 \u0639\u0646\u0647\u0627 \u0645\u0627\u0633\u0643 \u0645\u0624\u062e\u0631\u064b\u0627 \u060c \u0628\u0641\u0631\u064a\u0642 \u0645\u0643\u0648\u0646 \u0645\u0646 12 \u0639\u0636\u0648\u064b\u0627 \u060c \u0628\u0647\u062f\u0641 \u0641\u0647\u0645 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0643\u0648\u0646. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0634\u0631\u0643\u0629 \u0634\u0628\u0643\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631\u00a0<\/span><span style=\"font-size: 14pt;\">(xAI Network Intelligence) \u0645\u0646\u0641\u0635\u0644\u0629 \u0639\u0646 (X Corp) \u060c \u0648\u0647\u064a \u0634\u0631\u0643\u0629 \u0645\u0638\u0644\u0629 (Twitter) \u060c \u0641\u0625\u0646\u0647\u0627 \u062a\u062e\u0637\u0637 \u0644\u0644\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0648\u062b\u064a\u0642 \u0645\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 (Musk) \u0627\u0644\u0623\u062e\u0631\u0649 \u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 (Twitter) \u0648 (Tesla) \u060c \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0633\u064a\u0627\u0631\u0627\u062a\u0647\u0627 \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629.<\/span><\/p>\n<figure id=\"attachment_21481\" aria-describedby=\"caption-attachment-21481\" style=\"width: 422px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-21481\" src=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-300x150.png\" alt=\"\" width=\"422\" height=\"211\" srcset=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-300x150.png 300w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-1024x512.png 1024w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-150x75.png 150w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-768x384.png 768w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-660x330.png 660w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635-1050x525.png 1050w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0634\u0633\u0635.png 1152w\" sizes=\"auto, (max-width: 422px) 100vw, 422px\" \/><figcaption id=\"caption-attachment-21481\" class=\"wp-caption-text\"><span style=\"color: #0000ff; font-size: 8pt;\">\u0645\u0635\u062f\u0631 \u0627\u0644\u0635\u0648\u0631\u0629: https:\/\/yourstory.com<\/span><\/figcaption><\/figure>\n<p><span style=\"font-size: 14pt; color: #800000;\"><strong>\u0623\u0647\u062f\u0627\u0641 \u0625\u064a\u0644\u0648\u0646 \u0645\u0627\u0633\u0643 \u062a\u0623\u0633\u064a\u0633 \u0634\u0631\u0643\u0629 \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 (<\/strong><strong>Elon Musk XAI)<\/strong>\u00a0<strong>\u0643\u0645\u0627 \u0647\u0648 \u0645\u0630\u0643\u0648\u0631 \u0641\u064a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u062d\u062b:<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u0641\u0647\u0645 \u0627\u0644\u0648\u0627\u0642\u0639:<\/strong> \u0647\u062f\u0641 (Musk) \u0645\u0639 (xAI) \u0647\u0648 \u0641\u0647\u0645 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0643\u0648\u0646 \u060c \u0643\u0645\u0627 \u0647\u0648 \u0645\u0630\u0643\u0648\u0631 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0627\u0644\u0634\u0631\u0643\u0629 \u0648\u0647\u0630\u0627 \u064a\u0639\u0643\u0633 \u0637\u0645\u0648\u062d\u0647 \u0641\u064a \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u0627\u0644\u0638\u0648\u0627\u0647\u0631 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0643\u062a\u0633\u0627\u0628 \u0631\u0624\u0649 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u062f\u064a\u0644 \u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u0629:<\/strong> \u064a\u0647\u062f\u0641 (Musk) \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0628\u0631\u0646\u0627\u0645\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0646\u0627\u0641\u0633 \u0645\u0639 \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0645\u062b\u0644 (ChatGPT). \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0637\u0644\u0627\u0642 (xAI) \u060c \u0633\u0639\u0649 \u0625\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u062d\u0644 \u0628\u062f\u064a\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0648\u0641\u0636\u0648\u0644\u064b\u0627 \u0641\u064a \u0645\u0646\u0647\u062c\u0647 \u0644\u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0648\u0644\u064a\u062f\u0647\u0627.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0623\u0639\u0631\u0628 \u0645\u0627\u0633\u0643 \u0633\u0627\u0628\u0642\u064b\u0627 \u0639\u0646 \u0645\u062e\u0627\u0648\u0641\u0647 \u0628\u0634\u0623\u0646 \u0648\u062a\u064a\u0631\u0629 \u0648\u0637\u0645\u0648\u062d\u0627\u062a \u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0646\u0634\u0627\u0621 (xAI) \u060c \u0643\u0627\u0646 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0637\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0633\u0644\u0627\u0645\u0629 \u0648\u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0633\u062f \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a\u0629:<\/strong> \u0623\u0643\u062f \u0645\u0627\u0633\u0643 \u0639\u0644\u0649 \u0623\u0647\u0645\u064a\u0629 \u0645\u0648\u0627\u0621\u0645\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 (xAI) \u060c \u0643\u0627\u0646 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u0633\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u062d\u0633\u0628 \u060c \u0628\u0644 \u0623\u064a\u0636\u064b\u0627 \u0645\u0633\u0624\u0648\u0644\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062e\u0628\u0631\u0629 \u0643\u0628\u0627\u0631 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627:<\/strong> \u0639\u064a\u0646\u062a \u0634\u0631\u0643\u0629 (xAI) \u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0646 \u0634\u0631\u0643\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0645\u0634\u0647\u0648\u0631\u0629 \u060c \u0645\u062b\u0644 (Google) \u0648 (OpenAI) \u0648 (Microsoft Research) \u0648 (DeepMind). \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062c\u0645\u064a\u0639 \u0641\u0631\u064a\u0642 \u0645\u0646 \u0627\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u060c \u0643\u0627\u0646 \u0645\u0627\u0633\u0643 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062e\u0628\u0631\u0627\u062a\u0647\u0645 \u0644\u062f\u0641\u0639 \u0639\u062c\u0644\u0629 \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.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0644\u0627\u062d\u0638\u0629 \u0623\u0646\u0647 \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u062a\u0639\u0643\u0633 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0648\u0627\u0644\u0645\u0639\u0644\u0646\u0629 \u060c \u0641\u0625\u0646 \u0627\u0644\u062f\u0648\u0627\u0641\u0639 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0644\u0640 (Elon Musk) \u0648\u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0640 (xAI) \u0642\u062f \u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0623\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 (Musk) \u0646\u0641\u0633\u0647.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\"> \u0648\u0645\u0639 \u0630\u0644\u0643 \u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0644\u0627\u062d\u0638\u0629 \u0623\u0646 \u0643\u0644\u0645\u0629 &#8220;XAI&#8221; \u062a\u0634\u064a\u0631 \u0623\u064a\u0636\u064b\u0627 \u0628\u0634\u0643\u0644 \u0634\u0627\u0626\u0639 \u0625\u0644\u0649 &#8220;\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&#8221; \u060c \u0648\u0647\u0648 \u0645\u0641\u0647\u0648\u0645 \u0623\u0648\u0633\u0639 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u064a\u0631\u0643\u0632 \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 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0644\u062c\u0639\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0643\u062b\u0631 \u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0645\u0641\u0647\u0648\u0645\u0629 \u0644\u0644\u0628\u0634\u0631. <\/span><span style=\"font-size: 14pt;\">\u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0630\u0627\u062a \u0645\u063a\u0632\u0649 \u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062b\u0642\u0629 \u0641\u064a\u0647\u0627.<\/span><\/p>\n<figure id=\"attachment_21482\" aria-describedby=\"caption-attachment-21482\" style=\"width: 360px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-21482\" src=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0636\u0635\u0634-300x240.jpg\" alt=\"\" width=\"360\" height=\"288\" srcset=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0636\u0635\u0634-300x240.jpg 300w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0636\u0635\u0634-150x120.jpg 150w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0636\u0635\u0634-768x615.jpg 768w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2023\/08\/\u0636\u0635\u0634.jpg 801w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><figcaption id=\"caption-attachment-21482\" class=\"wp-caption-text\"><span style=\"color: #0000ff; font-size: 8pt;\">\u0645\u0635\u062f\u0631 \u0627\u0644\u0635\u0648\u0631\u0629: https:\/\/www.iosb.fraunhofer.de<\/span><\/figcaption><\/figure>\n<p><span style=\"font-size: 14pt; color: #800000;\"><strong>\u0627\u0644\u0627\u0647\u062f\u0627\u0641 \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0627\u0644\u064a\u0647\u0627 \u0634\u0631\u0643\u0629 \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 <\/strong><strong>(XAI)<\/strong><strong>: <\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u0641\u0647\u0645 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u064a\u0633\u0645\u062d \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 \u0644\u0644\u0628\u0634\u0631 \u0628\u0641\u0647\u0645 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062b\u0642\u0629 \u0641\u064a\u0647\u0627. \u064a\u0648\u0641\u0631 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0630\u064a \u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u062a\u0646\u0628\u0624\u0627\u062a \u0623\u0648 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0627\u0644\u0625\u0646\u0635\u0627\u0641:<\/strong> \u062a\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u062d\u062f\u062a\u0647\u0627. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0639\u0645\u0644\u064a\u0629 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u060c \u064a\u0645\u0643\u0646 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u062a\u0642\u064a\u064a\u0645 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062a\u0648\u062c\u062f \u0623\u0646\u0645\u0627\u0637 \u062a\u0645\u064a\u064a\u0632\u064a\u0629 \u0623\u0648 \u062a\u062d\u064a\u0632\u0627\u062a \u0648\u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0635\u062d\u064a\u062d\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0625\u0646\u0635\u0627\u0641 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0627\u0644\u0633\u0644\u0628\u064a\u0629.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629:<\/strong> \u0639\u0646\u062f \u0646\u0634\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0647\u0645\u0629 \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0623\u0648 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u060c \u0641\u0625\u0646 \u0627\u0644\u062b\u0642\u0629 \u0636\u0631\u0648\u0631\u064a\u0629. \u062a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0633\u0628\u0628 \u0627\u062a\u062e\u0627\u0630 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u060c \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629. \u0625\u0646\u0647 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u0634\u0631\u062d \u0648\u062a\u0628\u0631\u064a\u0631 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u0631\u0643\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u064a\u062f\u0639\u0645 \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 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0625\u0646\u0647 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0642\u064a\u0648\u062f \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u060c \u0641\u0625\u0646\u0647 \u064a\u0639\u0632\u0632 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a\u0629 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0648\u0627\u0644\u0631\u0642\u0627\u0628\u0629.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0648\u0627\u0644\u062a\u062f\u0642\u064a\u0642:<\/strong> \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0642\u062f \u064a\u0637\u0644\u0628 \u0627\u0644\u0645\u0646\u0638\u0645\u0648\u0646 \u0648\u0627\u0644\u0645\u062f\u0642\u0642\u0648\u0646 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0644\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a 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\u0628\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0639 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/span><\/li>\n<\/ul>\n<blockquote><p><span style=\"color: #008080;\"><strong><span style=\"font-size: 14pt;\">\u0628\u0627\u062e\u062a\u0635\u0627\u0631 \u060c \u062a\u0643\u0645\u0646 \u0623\u0647\u0645\u064a\u0629 \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 \u0641\u064a \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0641\u0647\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629 \u0648\u0636\u0645\u0627\u0646 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0648\u0627\u0626\u062d \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 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\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 (<\/strong><strong>XAI<\/strong><strong>) \u0647\u0648 \u0645\u062c\u0627\u0644 \u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0637\u0648\u0631 \u0648\u0644\u0647 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062d\u064a\u0627\u062a\u0646\u0627 \u0645\u0639 \u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt; color: #993366;\"><strong> \u062a\u0639\u062f \u0642\u062f\u0631\u0629 (<\/strong><strong>XAI)<\/strong><strong> \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u062b\u0642\u0629. \u0641\u0648\u0627\u0626\u062f (<\/strong><strong>XAI)<\/strong><strong> \u0643\u062b\u064a\u0631\u0629 \u060c \u0645\u0646 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u060c \u0645\u0646 \u0627\u0644\u0646\u0642\u0644 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0646\u0627 \u0641\u064a \u062f\u0641\u0639 \u062d\u062f\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u060c \u0633\u062a\u0644\u0639\u0628 (<\/strong><strong>XAI)<\/strong><strong> \u062f\u0648\u0631\u064b\u0627 \u0645\u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0633\u0624\u0648\u0644\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0629.<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0628\u0646\u064a \u0645\u0628\u0627\u062f\u0626 (<\/strong><strong>XAI)<\/strong><strong> \u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u062b\u0646\u0627\u0621 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0623\u062a\u064a \u0645\u0639\u0647. \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0645\u0634\u0631\u0642 \u0644\u0634\u0631\u0643\u0629 (<\/strong><strong>XAI)<\/strong><strong> \u060c \u0648\u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0639\u0627\u0644\u0645 \u0644\u0627 \u064a\u0643\u0648\u0646 \u0641\u064a\u0647 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0648\u064a\u064b\u0627 \u0641\u062d\u0633\u0628 \u060c \u0628\u0644 \u064a\u0643\u0648\u0646 \u0623\u064a\u0636\u064b\u0627 \u0645\u0641\u0647\u0648\u0645\u064b\u0627 \u0648\u062c\u062f\u064a\u0631\u064b\u0627 \u0628\u0627\u0644\u062b\u0642\u0629.<\/strong><\/span><\/p>\n<p><strong>\u0627\u0644\u0645\u0635\u0627\u062f\u0631:<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/www.mdpi.com\/2504-2289\/4\/4\/79\/htm\">https:\/\/www.mdpi.com\/2504-2289\/4\/4\/79\/htm<\/a><\/li>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Explainable_artificial_intelligence\">https:\/\/en.wikipedia.org\/wiki\/Explainable_artificial_intelligence<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0004370221001761\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0004370221001761<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0004370214001141\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0004370214001141<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/1910.10045\">https:\/\/arxiv.org\/abs\/1910.10045<\/a><\/li>\n<li>https:\/\/www.ibm.com\/topics\/explainable-ai<\/li>\n<\/ol>\n<figure id=\"attachment_15640\" aria-describedby=\"caption-attachment-15640\" style=\"width: 179px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-15640\" src=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-289x300.jpg\" alt=\"\" width=\"179\" height=\"186\" srcset=\"https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-289x300.jpg 289w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-144x150.jpg 144w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-72x75.jpg 72w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-159x165.jpg 159w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-197x205.jpg 197w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a-318x330.jpg 318w, https:\/\/www.qatifscience.com\/wp-content\/uploads\/2022\/04\/\u0635\u0627\u062f\u0642-\u0642\u0637\u0631\u064a.jpg 495w\" sizes=\"auto, (max-width: 179px) 100vw, 179px\" \/><figcaption id=\"caption-attachment-15640\" class=\"wp-caption-text\"><span style=\"color: #0000ff;\">\u0627\u0644\u0645\u0647\u0646\u062f\u0633 \u0635\u0627\u062f\u0642 \u0639\u0644\u064a \u0627\u0644\u0642\u0637\u0631\u064a<\/span><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u060c \u062a\u0634\u0647\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a \u0645\u0630\u0647\u0644\u0629 \u062a\u0639\u062f \u0628\u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0637\u0631\u064a\u0642\u0629 \u0639\u064a\u0634\u0646\u0627 \u0648\u0639\u0645\u0644\u0646\u0627 \u0648\u062a\u0641\u0627\u0639\u0644\u0646\u0627 \u0645\u0639 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627. \u0645\u0646 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u060c \u063a\u064a\u064e\u0651\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0644\u0641\u0639\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643 \u060c \u0639\u0646\u062f\u0645\u0627 \u062a\u0635\u0628\u062d \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0648\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629 \u060c \u064a\u0637\u0631\u062d \u0633\u0624\u0627\u0644 \u0645\u0644\u062d: \u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0644\u0648\u062b\u0648\u0642 &hellip;<\/p>\n","protected":false},"author":4,"featured_media":21483,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[15],"tags":[],"class_list":["post-21480","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-15"],"_links":{"self":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/21480","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21480"}],"version-history":[{"count":5,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/21480\/revisions"}],"predecessor-version":[{"id":21489,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/21480\/revisions\/21489"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/media\/21483"}],"wp:attachment":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}