{"id":9379,"date":"2026-06-15T11:34:45","date_gmt":"2026-06-15T11:34:45","guid":{"rendered":"https:\/\/aaa4uae.ae\/%d8%b9%d9%86%d8%af%d9%85%d8%a7-%d9%8a%d8%aa%d8%ae%d8%b0-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d9%82%d8%b1%d8%a7%d8%b1-%d9%83\/"},"modified":"2026-06-15T11:34:45","modified_gmt":"2026-06-15T11:34:45","slug":"%d8%b9%d9%86%d8%af%d9%85%d8%a7-%d9%8a%d8%aa%d8%ae%d8%b0-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d9%82%d8%b1%d8%a7%d8%b1-%d9%83","status":"publish","type":"post","link":"https:\/\/aaa4uae.ae\/ar\/%d8%b9%d9%86%d8%af%d9%85%d8%a7-%d9%8a%d8%aa%d8%ae%d8%b0-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d9%82%d8%b1%d8%a7%d8%b1-%d9%83\/","title":{"rendered":"\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u062e\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0631\u0627\u0631\u2026 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u062f\u0642\u0642 \u0623\u0646 \u064a\u0631\u0627\u062c\u0639 \u0645\u0627 \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u0641\u0633\u064a\u0631\u0647\u061f"},"content":{"rendered":"<p data-path-to-node=\"3\">\u064a\u0634\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u0645 \u062a\u062d\u0648\u0644\u0627\u064b \u0645\u062a\u0633\u0627\u0631\u0639\u0627\u064b \u0646\u062d\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \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 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0628\u062f\u0621\u0627\u064b \u0645\u0646 \u0627\u062d\u062a\u0633\u0627\u0628 \u0645\u062e\u0635\u0635\u0627\u062a \u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0648\u0635\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0646\u0642\u062f\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. <\/p>\n<p data-path-to-node=\"4\">\u0648\u0631\u063a\u0645 \u0645\u0627 \u062a\u0648\u0641\u0631\u0647 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0646 \u062f\u0642\u0629 \u0648\u0633\u0631\u0639\u0629 \u0648\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0637\u0631\u062d \u062a\u062d\u062f\u064a\u0627\u064b \u0645\u0647\u0646\u064a\u0627\u064b \u062c\u062f\u064a\u062f\u0627\u064b \u0623\u0645\u0627\u0645 \u0627\u0644\u0645\u062f\u0642\u0642\u064a\u0646 \u0648\u0627\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0646 \u064a\u062a\u0645\u062b\u0644 \u0641\u064a \u0645\u0627 \u064a\u064f\u0639\u0631\u0641 \u0628\u0640 \u201c\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u063a\u0644\u0642\u0629\u201d <br \/>(Black Box Models)\u060c \u0648\u0647\u064a \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u0651\u062f \u0646\u062a\u0627\u0626\u062c \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u064a\u0635\u0639\u0628 \u0641\u0647\u0645 \u0623\u0648 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u0627\u062f\u062a \u0625\u0644\u064a\u0647\u0627. <\/p>\n<p data-path-to-node=\"5\">If management itself cannot articulate how a model arrived at a specific estimate, how can an auditor evaluate its reasonableness? Furthermore, how can practitioners effectively exercise professional skepticism, test underlying assumptions, and assess the risks of bias, anomalies, or an over-reliance on algorithmic outputs? <\/p>\n<p data-path-to-node=\"6\">\u0648\u062a\u0632\u062f\u0627\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0645\u0639 \u0638\u0647\u0648\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0648\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u062f\u0631\u064a\u0646 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0645\u0627\u0644\u064a\u0629 \u0645\u0639\u0642\u062f\u0629 \u0627\u0633\u062a\u0646\u0627\u062f\u0627\u064b \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u064a\u0635\u0639\u0628 \u062a\u062a\u0628\u0639 \u0645\u0646\u0637\u0642\u0647\u0627 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0628\u0635\u0648\u0631\u0629 \u0643\u0627\u0645\u0644\u0629. <\/p>\n<p data-path-to-node=\"7\">\u0648\u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0643\u0627\u0641\u064a\u0629 \u0648\u062d\u062f\u0647\u0627\u060c \u0628\u0644 \u0623\u0635\u0628\u062d \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0648\u0646 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u062a\u0634\u0645\u0644: <\/p>\n<ul data-path-to-node=\"8\">\n<li>\n<p data-path-to-node=\"8,0,0\">* \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \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.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,1,0\">* \u062a\u0642\u064a\u064a\u0645 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,2,0\">* \u0627\u062e\u062a\u0628\u0627\u0631 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,3,0\">* \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,4,0\">* \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0634\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,5,0\">* \u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u0647\u062c\u064a\u0627\u062a \u062a\u062f\u0642\u064a\u0642 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n<\/li>\n<\/ul>\n<p data-path-to-node=\"9\">\u0648\u0627\u0646\u0637\u0644\u0627\u0642\u0627\u064b \u0645\u0646 \u062f\u0648\u0631\u0647\u0627 \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u062f\u0639\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0646\u0629\u060c \u062a\u0639\u0645\u0644 \u062c\u0645\u0639\u064a\u0629 \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0646 \u0648\u0627\u0644\u0645\u062f\u0642\u0642\u064a\u0646 \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0648\u0648\u0631\u0634 \u0639\u0645\u0644 \u0645\u062a\u062e\u0635\u0635\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0646 \u0648\u0627\u0644\u0645\u062f\u0642\u0642\u064a\u0646 \u0645\u0646 \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u0648\u0644\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c \u0628\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.  <\/p>\n<p data-path-to-node=\"10\">\u0625\u0646 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u0647\u0646\u0629 \u0644\u0646 \u064a\u0643\u0648\u0646 \u0628\u064a\u0646 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0644 \u0628\u064a\u0646 \u0627\u0644\u0645\u0645\u0627\u0631\u0633 \u0627\u0644\u0630\u064a \u064a\u0641\u0647\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u0648\u0638\u064a\u0641\u0647 \u0648\u0645\u0631\u0627\u062c\u0639\u062a\u0647 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0648\u0645\u0646 \u0644\u0627 \u064a\u0645\u062a\u0644\u0643 \u062a\u0644\u0643 \u0627\u0644\u0642\u062f\u0631\u0629. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0634\u0647\u062f \u0627\u0644\u0639\u0627\u0644\u0645 \u062a\u062d\u0648\u0644\u0627\u064b \u0645\u062a\u0633\u0627\u0631\u0639\u0627\u064b \u0646\u062d\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \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 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a 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