{"id":3854,"date":"2019-10-06T01:29:04","date_gmt":"2019-10-05T21:59:04","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=3854"},"modified":"2020-06-01T10:52:26","modified_gmt":"2020-06-01T06:22:26","slug":"ibm-offers-explainable-ai-toolkit","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/news\/ibm-offers-explainable-ai-toolkit\/","title":{"rendered":"\u0634\u0631\u06a9\u062a IBM \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c\u0627\u0645\u0627 \u062c\u0627\u06cc \u062a\u0627\u0645\u0644 \u062f\u0627\u0631\u062f"},"content":{"rendered":"<p style=\"text-align: justify;\">\u0622\u062e\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f &nbsp;IBM \u062f\u0631 \u062c\u0647\u062a \u0645\u0644\u0645\u0648\u0633 \u062a\u0631 \u0633\u0627\u062e\u062a\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062c\u0647\u0627\u0646\u060c \u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0634\u0648\u062f. \u062d\u0627\u0644 \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u0639\u0645\u06cc\u0642 \u067e\u06cc\u0634 \u0645\u06cc \u0622\u06cc\u062f:&nbsp;&nbsp; \u062a\u0648\u0636\u06cc\u062d \u062f\u0631\u0633\u062a \u0686\u06cc\u0633\u062a \u0648 \u0686\u0637\u0648\u0631 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u062a\u0648\u0636\u06cc\u062d \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0648\u0631\u062f \u0642\u0628\u0648\u0644 \u0628\u0627\u0634\u062f\u061f<\/p>\n<p style=\"text-align: justify;\">\u062f\u0647\u0647 \u0647\u0627 \u067e\u06cc\u0634 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0645\u0631\u0648\u0632\u060c \u0641\u0631\u0627\u06cc\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc\u06cc \u0628\u06cc\u0634\u0645\u0627\u0631\u06cc \u0627\u0632 \u0622\u0645\u0627\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u06a9\u0627\u0631 \u0622\u0645\u062f \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u0646\u062f\u060c \u0645\u062d\u0642\u0642\u0627\u0646 \u0633\u0639\u06cc \u0645\u06cc \u06a9\u0631\u062f\u0646\u062f \u062a\u0627 \u06a9\u0634\u0641 \u06a9\u0646\u0646\u062f \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0646\u0633\u0627\u0646 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f.<\/p>\n<p style=\"text-align: justify;\">&nbsp;IBM &nbsp;\u062f\u0631 \u0645\u0627\u0647 \u0622\u06af\u0648\u0633\u062a \u06f2\u06f0\u06f1\u06f9\u060c \u0622\u062e\u0631\u06cc\u0646 \u062a\u0644\u0627\u0634 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u06cc \u0627\u06cc\u0646 \u062a\u062d\u0642\u06cc\u0642 \u0637\u0648\u0644\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u060c \u062a\u0648\u0636\u06cc\u062d \u0648 \u062a\u0648\u062c\u06cc\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 &nbsp;\u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u061b \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062a\u0646 \u0628\u0627\u0632 \u0628\u0647 \u0646\u0627\u0645 \u201c Al 360 Explainability \u201d.<\/p>\n<p style=\"text-align: justify;\">\u0647\u0646\u0648\u0632 \u0628\u0627\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0627\u0628\u0632\u0627\u0631 \u062f\u06cc\u06af\u0631\u06cc\u060c \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627 \u06a9\u0647 \u0648\u0642\u062a\u06cc <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/\" target=\"_blank\" rel=\"noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u06cc\u06a9 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0628\u0631\u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062e\u0644\u0642 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0645\u0631\u062f\u0645 \u0686\u0637\u0648\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0641\u0647\u0645\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0686\u0647 \u0645\u06cc \u06af\u0630\u0631\u062f \u0631\u0627 \u062d\u0644 \u062e\u0648\u0627\u0647\u0646\u062f \u06a9\u0631\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/p>\n<p style=\"text-align: justify;\">\u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0634\u0627\u0645\u0644 \u06f8 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0637\u06cc \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f8 \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u0627\u0646\u062f. \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc IBM <a href=\"https:\/\/pypi.org\/project\/aix360\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0631 \u0631\u0648\u06cc \u06af\u06cc\u062a \u0647\u0627\u0628 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/a>\u060c \u067e\u0633\u062a \u0645\u06cc \u0634\u0648\u0646\u062f. \u067e\u0631\u0648\u0698\u0647 <a href=\"https:\/\/www.ibm.com\/blogs\/research\/2019\/08\/ai-explainability-360\/\" target=\"_blank\" rel=\"noopener\">\u062f\u0631 \u06cc\u06a9 \u067e\u0633\u062a \u0648\u0628\u0644\u0627\u06af<\/a> \u062a\u0648\u0633\u0637 &nbsp;IBM Fellow Aleksandra Mojsilovic \u06af\u0630\u0627\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0646\u06af\u06cc\u0632\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0647\u0631\u06a9\u0633\u06cc \u0631\u0648\u0634\u0646 \u0627\u0633\u062a. &nbsp;\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631\u062d\u0627\u0644 \u062f\u0631 \u0628\u0631 \u06af\u0631\u0641\u062a\u0646 \u0633\u0637\u0648\u062d \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0632 \u0632\u0646\u062f\u06af\u06cc \u0633\u062a\u060c \u0648 \u062c\u0627\u0645\u0639\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u062f\u0627\u0646\u062f \u0686\u0637\u0648\u0631 \u0627\u06cc\u0646 \u0642\u0628\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u062f\u0631 \u067e\u06cc\u0634\u06af\u0648\u06cc\u06cc \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0633\u06cc\u0627\u0633\u062a\u060c \u062a\u0634\u062e\u06cc\u0635 \u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u063a\u06cc\u0631\u0647 \u0631\u0627 \u062a\u062d\u062a \u062a\u0627\u062b\u06cc\u0631 \u0642\u0631\u0627\u0631 \u0628\u062f\u0647\u062f\u060c \u0645\u0648\u0641\u0642 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0645\u0631\u0648\u0632\u0647 \u0645\u0648\u0627\u0631\u062f \u0645\u0646\u0641\u06cc \u0646\u0627\u0645\u0639\u062a\u0628\u0631 \u0648 \u06af\u0645\u0631\u0627\u0647 \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0645\u0631\u062a\u0628 \u062f\u0631 \u062d\u0627\u0644 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0633\u062a. <a href=\"http:\/\/people.dbmi.columbia.edu\/noemie\/papers\/15kdd.pdf\" target=\"_blank\" rel=\"noopener\">\u0645\u0637\u0627\u0644\u0639\u0647 \u0627\u06cc \u062a\u0648\u0633\u0637 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f5<\/a> \u06cc\u06a9 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0634\u0631\u062d \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u067e\u0646\u0648\u0645\u0648\u0646\u06cc (\u0630\u0627\u062a \u0627\u0644\u0631\u06cc\u0647) \u062f\u0631 \u0628\u06cc\u0645\u0627\u0631\u0633\u062a\u0627\u0646 \u0647\u0627 \u06a9\u0647 \u0627\u0632 \u0622\u0633\u0645 \u0646\u06cc\u0632 \u0631\u0646\u062c \u0645\u06cc \u0628\u0631\u0646\u062f\u060c \u0646\u0633\u0628\u062a \u0628\u0647 \u062f\u06cc\u06af\u0631 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0631\u0648\u0646\u062f \u0628\u0647\u0628\u0648\u062f\u06cc \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u06cc\u062f \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u0630\u0627\u062a \u0627\u0644\u0631\u06cc\u0647 \u0628\u0647 \u0639\u0644\u0627\u0648\u0647 \u06cc \u0622\u0633\u0645 \u062f\u0631 \u0645\u0639\u0631\u0636 \u062e\u0637\u0631 \u06a9\u0645\u062a\u0631\u06cc \u0627\u0633\u062a \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0686\u0646\u06cc\u0646 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0631\u062e\u0635 \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0627 \u0627\u06cc\u0646 \u0648\u062c\u0648\u062f\u060c \u0627\u06cc\u0646 \u067e\u06cc\u0634\u0628\u06cc\u0646\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u062d\u062f \u0645\u062a\u0648\u0633\u0637 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0648\u062f\u060c \u062f\u0631 \u0648\u0627\u0642\u0639 &nbsp;\u0646\u062a\u06cc\u062c\u0647 \u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0644\u062d\u0627\u0638 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646\u060c \u0627\u0641\u0631\u0627\u062f\u06cc \u0645\u0628\u062a\u0644\u0627 \u0628\u0647 \u0622\u0633\u0645 \u0646\u06cc\u0632 \u0628\u0648\u062f\u0647 \u0627\u0646\u062f\u060c \u0645\u0631\u062e\u0635 \u0646\u0634\u062f\u0647 \u0628\u0648\u062f\u0646\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u0639\u0648\u0636 \u0627\u0648\u0644\u0648\u06cc\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u0628\u0647 \u0622\u0646 \u0647\u0627 \u062f\u0627\u062f\u0647 \u0634\u062f \u0648 \u062f\u0631\u0645\u0627\u0646 \u0634\u062f\u06cc\u062f \u062a\u0631\u06cc \u062f\u0631 ICU \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0631\u062f\u0646\u062f\u060c \u062a\u0646\u0647\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u06a9\u0647 \u0622\u0646 \u0647\u0627 \u062f\u0631 \u0645\u0639\u0631\u0636 \u062e\u0637\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0648\u062f\u0646\u062f\u060c \u0646\u0647 \u062e\u0637\u0631 \u06a9\u0645\u062a\u0631. \u0627\u06cc\u0646 \u06cc\u06a9 \u0631\u0648\u0627\u06cc\u062a \u0647\u0634\u062f\u0627\u0631\u0622\u0645\u06cc\u0632\u0627\u0633\u062a \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u062f\u0644\u0627\u06cc\u0644 \u0627\u0634\u062a\u0628\u0627\u0647\u060c \u0628\u0647 \u0627\u0634\u062a\u0628\u0627\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d-1024x538.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d-1024x538.png\" alt=\"\u0645\u062b\u0627\u0644 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d\" class=\"wp-image-3857\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d-1024x538.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d-300x158.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d-768x404.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u0645\u062b\u0627\u0644-\u0631\u0648\u06cc\u06a9\u0631\u062f-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0642\u0627\u0628\u0644-\u062a\u0648\u0636\u06cc\u062d.png 1631w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u0645\u062b\u0627\u0644\u06cc \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f &#8220;\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062e\u0648\u062f \u062a\u0648\u0636\u06cc\u062d&#8221; \u062f\u0631 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 IBM \u0627\u0632 \u0645\u0642\u0627\u0644\u0647 \u06cc &#8220;\u0628\u0647 \u0633\u0648\u06cc \u062a\u0642\u0648\u06cc\u062a \u062a\u0641\u0633\u06cc\u0631 \u0628\u0647 \u06a9\u0645\u06a9 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062e\u0648\u062f \u062a\u0648\u0636\u06cc\u062d&#8221; \u062a\u0648\u0633\u0637  David Alvarez-Melis \u0648 Tommi S. Jaakkola <\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u0646\u06af\u06cc\u0632\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0648\u0627\u0636\u062d \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0645\u0633\u06cc\u0631 \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648\u0627\u0636\u062d \u0648 \u0631\u0648\u0634\u0646 \u0646\u06cc\u0633\u062a. &nbsp;\u0686\u0627\u0644\u0634 \u0627\u0635\u0644\u06cc \u0628\u0647 \u0627\u0635\u0637\u0644\u0627\u062d \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d\u060c &nbsp;\u06a9\u0647 \u06cc\u06a9 \u0639\u0631\u0635\u0647 \u06cc \u062f\u0631 \u062d\u0627\u0644 \u06af\u0633\u062a\u0631\u0634 \u062f\u0631 \u0633\u0627\u0644 \u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0627\u0633\u062a\u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u0645\u0641\u0647\u0648\u0645 \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d \u0628\u0648\u062f\u0646\u060c \u0686\u06cc\u0633\u062a. \u0627\u06af\u0631 \u06a9\u0633\u06cc &nbsp;\u0628\u0631\u0627\u06cc \u062e\u062f\u0645\u062a \u0628\u0647 \u0645\u062b\u0644\u0627 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0641\u0646\u06cc\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0631\u0627 \u062e\u06cc\u0644\u06cc \u0633\u0627\u062f\u0647 \u06a9\u0646\u062f\u060c \u0627\u06cc\u0646 \u062a\u0648\u0636\u06cc\u062d \u0634\u0627\u06cc\u062f \u062c\u0632\u0626\u06cc\u0627\u062a \u0645\u0647\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0645\u0628\u0647\u0645 \u06a9\u0646\u062f. \u0627\u0645\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u060c \u0628\u062d\u062b \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0632 \u0622\u0646\u0686\u0647 \u062f\u0631 \u06cc\u06a9 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d8%b4%d8%a8%da%a9%d9%87-%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u06cc \u0639\u0635\u0628\u06cc<\/a> \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u0627\u0633\u062a \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0646\u0632\u062f \u0622\u0646 \u0641\u0631\u062f \u063a\u06cc\u0631\u0641\u0646\u06cc \u06a9\u0627\u0645\u0644\u0627 \u0628\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0627\u06cc\u0646 \u062e\u0627\u0637\u0631 \u06a9\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d8%b9%d9%85%db%8c%d9%82\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a>\u060c \u0635\u062d\u062a \u062e\u0648\u062f\u0634\u0627\u0646 \u0631\u0627 \u0627\u063a\u0644\u0628 \u0647\u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0627\u0632 \u06a9\u0645\u062a\u0631 \u0642\u0627\u0628\u0644 \u0641\u0647\u0645 \u0634\u062f\u0646 \u0631\u0648\u06cc \u0628\u0631\u0631\u0633\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0647 \u0627\u0646\u062f\u060c \u0645\u0634\u06a9\u0644 \u062f\u06cc\u06af\u0631 \u0686\u06af\u0648\u0646\u0647 \u0645\u062a\u0639\u0627\u062f\u0644 \u06a9\u0631\u062f\u0646\u0650 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f\u06cc \u0628\u0631\u0627\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u0641\u0647\u0645 \u067e\u0630\u06cc\u0631\u06cc\u060c \u0628\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0645\u062d\u0642\u0642\u0627\u0646\u0650 \u062e\u0648\u062f &nbsp;IBM\u060c \u0686\u0627\u0644\u0634 \u0639\u0638\u06cc\u0645\u06cc \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0627\u0646\u062f \u06a9\u0647 \u0628\u0627 \u0647\u0631 \u06af\u0648\u0646\u0647 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u06cc\u0627 \u062a\u0648\u062c\u06cc\u0647 \u0648 \u06cc\u0627 \u062a\u0641\u0633\u06cc\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0648 \u0628\u0647 \u0631\u0648 \u0645\u06cc \u0634\u0648\u062f\u060c \u0645\u062e\u0635\u0648\u0635\u0627 \u0648\u0642\u062a\u06cc \u06a9\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06af\u0641\u062a\u0647 \u0634\u062f\u0647\u060c \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u063a\u06cc\u0631\u0641\u0646\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 Michael Hind\u060c \u06cc\u06a9 \u0645\u0647\u0646\u062f\u0633 \u0627\u0631\u0634\u062f \u0645\u0648\u0633\u0633\u0647\u00ad \u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a IBM\u060c <a href=\"https:\/\/dl.acm.org\/citation.cfm?id=3313096\" target=\"_blank\" rel=\"noopener\">\u062f\u0631 \u0627\u0646\u062c\u0645\u0646 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u0627\u0634\u06cc\u0646 \u0622\u0644\u0627\u062a \u0645\u062c\u0644\u0647 \u06cc XRDS \u0627\u0645\u0633\u0627\u0644 \u0646\u0648\u0634\u062a<\/a>\u060c \u0627\u06cc\u0646 \u06a9\u0647 \u06cc\u06a9 \u062a\u0648\u0636\u06cc\u062d \u0645\u0646\u0627\u0633\u0628 \u0686\u06cc\u0633\u062a\u060c \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0648\u0627\u0636\u062d \u0646\u06cc\u0633\u062a\u060c \u062d\u062a\u06cc \u0628\u06cc\u0646 \u0627\u0646\u0633\u0627\u0646 \u0647\u0627. \u0627\u06af\u0631 \u062f\u0631 \u0627\u063a\u0644\u0628 \u0627\u0648\u0642\u0627\u062a \u062f\u0642\u062a \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0686\u06cc\u0632 \u0647\u0633\u062a\u060c \u0628\u0627 \u0627\u062d\u062a\u0631\u0627\u0645 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u201c \u0686\u0631\u0627 \u0645\u0627 \u062a\u0642\u0627\u0636\u0627\u0647\u0627\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0627\u0631\u06cc\u0645&#8221; \u0646\u0633\u0628\u062a \u0628\u0647 \u0646\u062d\u0648\u0647 \u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0627\u0646\u0633\u0627\u0646 \u0647\u0627.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d-782x1024.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"782\" height=\"1024\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d-782x1024.png\" alt=\"\u067e\u06cc\u0634 \u0646\u0645\u0627\u06cc\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u062a\u0648\u0636\u06cc\u062d\" class=\"wp-image-3860\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d-782x1024.png 782w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d-229x300.png 229w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d-768x1006.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/10\/\u067e\u06cc\u0634-\u0646\u0645\u0627\u06cc\u0634-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u062e\u0648\u062f-\u062a\u0648\u0636\u06cc\u062d.png 1649w\" sizes=\"(max-width: 782px) 100vw, 782px\" \/><\/a><figcaption>\u067e\u06cc\u0634 \u0646\u0645\u0627\u06cc\u0634 IBM \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u06af\u0648\u0646\u06af\u06cc \u0627\u0646\u06a9\u0627\u0631 \u062e\u0637 \u0627\u0639\u062a\u0628\u0627\u0631\u06cc \u0633\u0647\u0627\u0645 \u062e\u0627\u0646\u06af\u06cc \u062a\u0648\u0633\u0637 \u0645\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u0635\u0631\u0641 \u06a9\u0646\u0646\u062f\u0647 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062a\u0648\u0633\u0637 \u0627\u0628\u0632\u0627\u0631 IBM AI Explainability 360<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 <a href=\"https:\/\/pdfs.semanticscholar.org\/02e2\/e79a77d8aabc1af1900ac80ceebac20abde4.pdf\" target=\"_blank\" rel=\"noopener\">\u062a\u0648\u0633\u0637 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u067e\u0698\u0648\u0647\u0634 Or Biran<\/a> \u062f\u0631 \u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc Elemental Cognition \u0645\u0633\u062a\u0642\u0631 \u062f\u0631 \u06a9\u0627\u0646\u06a9\u062a\u06cc\u06a9\u0627\u062a \u060c \u062a\u0644\u0627\u0634 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u06cc\u0627 \u062a\u0648\u0636\u06cc\u062d \u0648 \u06cc\u0627 \u062a\u0648\u062c\u06cc\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062d\u062f\u0648\u062f \u0686\u0646\u062f\u06cc\u0646 \u062f\u0647\u0647 &nbsp;\u0628\u0648\u062f\u0647 \u0627\u0633\u062a \u060c \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u0647\u0627\u06cc \u06af\u0630\u0634\u062a\u0647 \u0628\u0647 &#8220;\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062e\u0628\u0631\u0647 &#8221; \u062e\u06cc\u0644\u06cc \u0633\u0627\u062f\u0647 \u062a\u0631\u06cc \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">Biran &nbsp;\u0646\u0648\u0634\u062a \u060c \u0645\u0634\u06a9\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0633\u0631\u067e\u06cc\u0686\u06cc \u0627\u0632 \u062a\u0641\u0633\u06cc\u0631 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a:&nbsp; &#8220;\u062a\u0644\u0627\u0634 \u0647\u0627\u06cc \u06a9\u0646\u0648\u0646\u06cc \u0628\u0627 \u0645\u0634\u06a9\u0644\u0627\u062a \u0628\u06cc \u0633\u0627\u0628\u0642\u0647 \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u0646\u062f: \u0645\u062f\u0644 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0648 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u0647\u0645\u06cc\u0634\u0647 \u0642\u0627\u0628\u0644 \u062a\u0641\u0633\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f. &#8220;<\/p>\n<p style=\"text-align: justify;\">\u062a\u0644\u0627\u0634 \u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0633\u0627\u0644 \u0647\u0627 \u0628\u0647 \u06f2 \u0631\u0627\u0647\u0628\u0631\u062f \u0627\u0633\u0627\u0633\u06cc \u0645\u06cc\u0633\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a: \u06f1) \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0647\u062f\u0641\u060c \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u0646\u062c\u0627\u0645 \u06af\u06cc\u0631\u062f \u06f2) \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06a9\u0647 \u0627\u0632 \u0627\u0628\u062a\u062f\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d\u060c \u0648\u0627\u0636\u062d \u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u062f\u0631 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 IBM\u060c \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u0644\u0627\u062a \u067e\u0698\u0648\u0647\u0634\u06cc \u062f\u0631 \u0637\u0648\u0644 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f8 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0646\u062f \u060c \u0634\u0627\u0645\u0644 \u0647\u0631 \u062f\u0648 \u0631\u0648\u0634 \u0647\u0633\u062a. (\u062f\u0631 \u062a\u06a9\u0645\u06cc\u0644 \u0646\u0648\u0634\u062a\u0647 \u06cc Biran \u06a9\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0630\u06a9\u0631 \u0634\u062f, \u06cc\u06a9 \u0628\u0631\u0631\u0633\u06cc \u0639\u0627\u0644\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0648 \u062a\u0648\u0636\u06cc\u062d \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 <a href=\"https:\/\/arxiv.org\/abs\/1706.07979\" target=\"_blank\" rel=\"noopener\">\u062f\u0631 \u06cc\u06a9 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f7<\/a> \u062a\u0648\u0633\u0637 Gregoire Montavona \u0648 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0641\u0646\u06cc \u062f\u0631 \u0628\u0631\u0644\u06cc\u0646 \u06cc\u0627\u0641\u062a.)<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c&nbsp; <a href=\"https:\/\/arxiv.org\/abs\/1707.01212\" target=\"_blank\" rel=\"noopener\">&#8220;ProtoDash &#8220;\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 Karthik S. Gurumoorthy \u0648 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\u0634 \u062f\u0631 IBM \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647<\/a> \u060c \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0647 \u06cc&nbsp; &#8220;\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 &#8221; \u062f\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0648\u062c\u0648\u062f\u060c \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u06cc \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0627\u062b\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0648\u06cc \u0642\u062f\u0631\u062a \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc\u0650 \u0645\u062f\u0644 &nbsp;\u062f\u0627\u0631\u0646\u062f\u060c \u062a\u0635\u0648\u0631 \u06a9\u0631\u062f. \u0647\u062f\u0641 \u0646\u0645\u0648\u0646\u0647 \u06cc \u0627\u0648\u0644\u06cc\u0647\u060c \u06af\u0641\u062a\u0646 \u0686\u06cc\u0632\u06cc \u0645\u0634\u0627\u0628\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06af\u0631 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f\u060c \u0645\u062f\u0644 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0639\u0645\u0644 \u0646\u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0634\u062e\u0635 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0631\u0627 &nbsp;\u0628\u0641\u0647\u0645\u062f.<\/p>\n<p style=\"text-align: justify;\">Gurumoorthy \u0648 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062c\u062f\u06cc\u062f \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0646\u062f \u06a9\u0647 \u062f\u0631\u0622\u0646\u060c \u062a\u0639\u062f\u0627\u062f \u0627\u0646\u06af\u0634\u062a \u0634\u0645\u0627\u0631\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627\u060c \u0628\u0647 \u0637\u0648\u0631 \u0628\u0627\u0644\u0642\u0648\u0647 \u0627\u0632 \u0645\u06cc\u0627\u0646 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f\u061b \u0628\u0627 \u067e\u06cc\u0634\u0628\u06cc\u0646\u06cc \u0627\u06cc\u0646 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">David Alvarez-Melis \u0648 Tommi S. Jaakkola \u062f\u0631 \u06a9\u0627\u0631 \u062f\u06cc\u06af\u0631\u06cc \u060c <a href=\"https:\/\/papers.nips.cc\/paper\/8003-towards-robust-interpretability-with-self-explaining-neural-networks.pdf\" target=\"_blank\" rel=\"noopener\">\u06a9\u0647 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u062c\u0647\u062a \u0639\u06a9\u0633 \u0642\u0636\u06cc\u0647 &nbsp;\u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0647 \u0627\u0646\u062f<\/a> \u060c \u06cc\u06a9 \u0645\u062f\u0644&nbsp; &#8220;\u062e\u0648\u062f \u062a\u0648\u0636\u06cc\u062d &#8221; \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0646\u062f\u060c \u0628\u0627 \u0634\u0631\u0648\u0639\u0650 \u0627\u0632 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u06a9\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0641\u0633\u06cc\u0631 \u0634\u0628\u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0631\u062f\u0646 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0646\u0642\u0627\u0637 \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u06a9\u0627\u0645\u0644\u0627 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0647\u0633\u062a\u0646\u062f \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0622\u0646 \u0647\u0627 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u06a9\u0631\u062f\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0627\u0639\u062b \u0646\u062a\u06cc\u062c\u0647 \u06cc \u0642\u0627\u0628\u0644 \u062a\u0641\u0633\u06cc\u0631 \u0645\u0631\u062a\u0628 \u0627\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0642\u062f\u0631\u062a\u0645\u0646\u062f&nbsp; \u0645\u06cc \u0634\u0648\u062f .<\/p>\n<p style=\"text-align: justify;\">\u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u06af\u0641\u062a\u0646 \u0646\u06cc\u0633\u062a \u060c \u0647\u06cc\u0686 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u062e\u0644\u0627\u0635\u0647 \u0634\u062f\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0646\u0627\u0633\u0628 \u0628\u0627 \u0627\u0646\u062a\u0638\u0627\u0631\u0627\u062a \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u0627\u06cc\u0646\u06a9\u0647 \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0631\u062e \u062f\u0627\u062f\u0646 \u0627\u0633\u062a\u060c \u0646\u06cc\u0633\u062a. \u0628\u0631\u0627\u06cc \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0631\u0633\u0627\u0646\u062f\u0646 \u0622\u0646\u060c \u0634\u0631\u06a9\u062a \u0647\u0627 \u0645\u062c\u0628\u0648\u0631\u0646\u062f \u0627\u0628\u062a\u062f\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u0646\u062f \u0686\u0647 \u0646\u0648\u0639 \u062a\u0648\u0636\u06cc\u062d\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f\u060c \u0648 \u0628\u0631\u0627\u06cc \u0686\u0647 \u0645\u0646\u0638\u0648\u0631\u060c \u0648 \u0633\u067e\u0633 \u06a9\u0627\u0631 \u0633\u062e\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0645\u062a\u062d\u0627\u0646 \u0648 \u0633\u0627\u062e\u062a \u0647\u0631\u0686\u06cc\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u06a9\u0647 \u062f\u0631\u062e\u0648\u0631 \u0622\u0646 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u0627\u0633\u062a \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0628\u062f\u0647\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u062f\u0647 \u0628\u0633\u062a\u0627\u0646 \u0647\u0627\u06cc \u0645\u0647\u0645\u06cc \u062f\u0631 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u06cc\u06a9 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0647 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0635\u0631\u06cc\u062d \u067e\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u06cc \u062f\u0627\u0631\u062f\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0622\u0646\u0686\u0647 \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646&nbsp; &#8220;\u062a\u062c\u0632\u06cc\u0647 \u067e\u0630\u06cc\u0631\u06cc &#8221; \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0641\u0646\u06cc \u0641\u0647\u0645\u06cc\u062f\u0646\u0634 \u0622\u0633\u0627\u0646 \u062a\u0631 \u0628\u0627\u0634\u062f \u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0634\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0645\u0639\u06a9\u0648\u0633 \u06a9\u0631\u062f\u0646 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062a\u0633\u062a \u0627\u0639\u062a\u0628\u0627\u0631\u060c \u0633\u062e\u062a \u062a\u0631 \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">IBM \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u06a9\u0627\u0645\u0644 API \u0646\u06cc\u0632 \u0634\u0627\u0645\u0644 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u0633\u0646\u062c\u062f &nbsp;\u0627\u06af\u0631 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0635\u0648\u0631 \u0645\u06cc \u0634\u0648\u062f \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0628\u0627\u0634\u0646\u062f \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062d\u0630\u0641 \u0634\u0648\u0646\u062f\u060c <a href=\"https:\/\/aix360.readthedocs.io\/en\/latest\/metrics.html\" target=\"_blank\" rel=\"noopener\">\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0645\u06cc \u0627\u0641\u062a\u062f<\/a>. \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0648 \u06cc\u06a9<a href=\"http:\/\/aix360.mybluemix.net\/explanation_cust#\" target=\"_blank\" rel=\"noopener\">&nbsp;\u0646\u0633\u062e\u0647 \u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc<\/a> \u0628\u0631\u0627\u06cc \u067e\u0648\u0634\u0634 \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644 &nbsp;\u06a9\u0647 \u0686\u0647 \u06a9\u0633\u06cc \u06a9\u0647 \u0647\u062f\u0641 \u0645\u062e\u0627\u0637\u0628 \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0627\u0633\u062a\u060c \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u06cc\u06a9 \u0645\u0635\u0631\u0641 \u06a9\u0646\u0646\u062f\u0647 \u062a\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 .<\/p>\n<p style=\"text-align: justify;\">\u062d\u062a\u06cc \u0628\u0627 \u0627\u0647\u062f\u0627\u0641 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u060c \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u062c\u0628\u0648\u0631 \u062e\u0648\u0627\u0647\u0646\u062f \u0628\u0648\u062f \u0627\u0647\u062f\u0627\u0641\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0648\u0636\u06cc\u062d \u0631\u0627 \u0628\u0647 \u062f\u06cc\u06af\u0631 \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0641\u0646\u06cc\u0650 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0632\u062f\u06cc\u06a9 \u06a9\u0646\u0646\u062f \u06a9\u0647 \u0646\u0627\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc \u0627\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0648\u062c\u0648\u062f \u0622\u06cc\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0637\u0631\u062d \u06a9\u0631\u062f\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648 \u06cc\u0627 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062e\u0637\u06cc \u0645\u062d\u0644\u06cc \u062f\u0631 \u062f\u0648 \u0645\u0637\u0627\u0644\u0639\u0647 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0628\u0627\u0644\u0642\u0648\u0647 \u062f\u0631 \u062a\u0636\u0627\u062f \u0628\u0627 \u0628\u0631\u062e\u06cc \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u0639\u0635\u0628\u06cc \u0645\u0627\u0646\u0646\u062f&nbsp; &#8220;\u0647\u0646\u062c\u0627\u0631\u0633\u0627\u0632\u06cc &#8221; \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0646 \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f&nbsp; &#8221; covariate shift&nbsp; &#8220;(\u062a\u063a\u06cc\u06cc\u0631 \u0645\u062a\u063a\u06cc\u0631 \u06a9\u0645\u06a9\u06cc) \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0628\u0627\u0634\u062f .<\/p>\n<p style=\"text-align: justify;\">\u0633\u062e\u0646 \u0646\u0647\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0641\u0633\u06cc\u0631\u060c \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d \u0648 \u0634\u0641\u0627\u0641 \u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062d\u0648\u0632\u0647 \u062f\u0631 \u062d\u0627\u0644 \u06af\u0633\u062a\u0631\u0634 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0686\u06cc\u0632\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u06a9\u0633\u06cc \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0627 \u062a\u0644\u0646\u06af\u0631 \u06cc\u06a9 \u0633\u0648\u0626\u06cc\u0686 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062c\u0631\u06cc\u0627\u0646 \u0628\u06cc\u0646\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 &nbsp;\u062e\u0648\u062f\u0634 \u0628\u0647 \u062a\u0646\u0647\u0627\u06cc\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0627\u0633\u0627\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u062f\u0627\u0645\u0647 \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u062f\u0627\u0631\u062f. \u06af\u0631\u0641\u062a\u0646 \u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0627\u0632 \u0622\u06cc \u0628\u06cc \u0627\u0645 \u0641\u0642\u0637 \u0622\u063a\u0627\u0632 \u06a9\u0627\u0631\u06cc \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :&nbsp;<\/strong><\/h4>\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/tesla-vision-ai-lane-detection\/\">\u062a\u0633\u0644\u0627 \u0648\u06cc\u0698\u0646 \u0686\u06cc\u0633\u062a \u0648 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062a\u0633\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u062e\u0637\u0648\u0637 \u062c\u0627\u062f\u0647 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/offline-ai-for-mobile\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06af\u0648\u0634\u06cc<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/which-ai-is-working-now\/\">\u06a9\u062f\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0644\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u06a9\u0646\u0647\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-to-find-hidden-spy-cameras-in-hotels\/\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0647\u0627\u06cc \u062c\u0627\u0633\u0648\u0633\u06cc \u062f\u0631 \u0647\u062a\u0644 \u0647\u0627! \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634\u0627\u0646 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-autonomous-vehicles-see-surroundings\/\">\u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0646\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f\u061f<\/a><\/li>\n<\/ul>\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/www.zdnet.com\/article\/ibm-offers-explainable-ai-toolkit-but-its-open-to-interpretation\/\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">ZDNet<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;3854&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u0634\u0631\u06a9\u062a IBM \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c\u0627\u0645\u0627 \u062c\u0627\u06cc \u062a\u0627\u0645\u0644 \u062f\u0627\u0631\u062f&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0622\u062e\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f &nbsp;IBM \u062f\u0631 \u062c\u0647\u062a \u0645\u0644\u0645\u0648\u0633 \u062a\u0631 \u0633\u0627\u062e\u062a\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062c\u0647\u0627\u0646\u060c \u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0634\u0648\u062f. \u062d\u0627\u0644 \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u0639\u0645\u06cc\u0642 \u067e\u06cc\u0634 \u0645\u06cc \u0622\u06cc\u062f:&nbsp;&nbsp; \u062a\u0648\u0636\u06cc\u062d \u062f\u0631\u0633\u062a \u0686\u06cc\u0633\u062a \u0648 \u0686\u0637\u0648\u0631 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u062a\u0648\u0636\u06cc\u062d \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0648\u0631\u062f \u0642\u0628\u0648\u0644 \u0628\u0627\u0634\u062f\u061f \u062f\u0647\u0647 &hellip;<\/p>\n","protected":false},"author":15,"featured_media":3855,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[20,25,24],"tags":[97,101,106,86,126],"class_list":["post-3854","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-news","category-ai","category-deep-networks","tag-97","tag-101","tag-106","tag-86","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/3854","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=3854"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/3854\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/3855"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=3854"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=3854"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=3854"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}