{"id":164,"date":"2025-04-30T10:31:34","date_gmt":"2025-04-30T14:31:34","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=164"},"modified":"2025-05-01T17:58:10","modified_gmt":"2025-05-01T21:58:10","slug":"bias-mitigation-in-ai-in-plain-english","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/ar\/bias-mitigation-in-ai-in-plain-english\/","title":{"rendered":"\u062a\u062e\u0641\u064a\u0641 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-819x1024.jpg\" alt=\"\" class=\"wp-image-168\" srcset=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-819x1024.jpg 819w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-240x300.jpg 240w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-768x960.jpg 768w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-1229x1536.jpg 1229w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-1638x2048.jpg 1638w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-10x12.jpg 10w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/04\/cash-macanaya-X9Cemmq4YjM-unsplash-scaled.jpg 2048w\" sizes=\"auto, (max-width: 819px) 100vw, 819px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0637\u0648\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062d\u064a\u0632\u0627\u062a \u063a\u064a\u0631 \u0645\u0642\u0635\u0648\u062f\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0639\u0644\u064a\u0647\u0627. \u064a\u0636\u0645\u0646 \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0627\u0644\u062a\u062d\u064a\u0632 \u0645\u0639\u0627\u0645\u0644\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0625\u0646\u0635\u0627\u0641 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0648\u062a\u0635\u062d\u064a\u062d\u0647\u0627 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627.<\/p><\/blockquote><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u064a\u062d\u062f\u062b \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0646\u062f\u0645\u0627 \u062a\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0639\u0644\u0649 \u0623\u062e\u0631\u0649 \u0628\u0633\u0628\u0628 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646\u0629 \u0623\u0648 \u0627\u0644\u0645\u0639\u064a\u0628\u0629.<\/p>\n\n\n\n<p><strong>\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0641\u0636\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 \u0627\u0644\u0630\u0643\u0648\u0631 \u0644\u0623\u0646\u0647 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0641\u064a\u0647\u0627 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0631\u062c\u0627\u0644 \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0628.<\/li>\n\n\n\n<li>\u064a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0645\u0639 \u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0628\u0634\u0631\u0629 \u0627\u0644\u0641\u0627\u062a\u062d\u0629 \u0644\u0623\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u062c\u0648\u0647 \u0628\u064a\u0636\u0627\u0621 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0648\u062c\u0648\u0647 \u0627\u0644\u062f\u0627\u0643\u0646\u0629.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0643\u064a\u0641 \u062a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u064a\u0632\u061f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u063a\u064a\u0631 \u0627\u0644\u0639\u0627\u062f\u0644\u0629 \u0641\u064a \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u0627\u062a \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u062a\u062d\u064a\u0632\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p><br>\u0628\u0645\u062c\u0631\u062f \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u064a\u0632\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u0647\u0646\u062f\u0633\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u0646\u064a\u0627\u062a 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\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644.<\/li>\n\n\n\n<li>\u062c\u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0639\u0627\u0645\u0644\u0647\u0645 \u0628\u0625\u0646\u0635\u0627\u0641.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644:<\/strong><\/p>\n\n\n\n<p>-\u064a\u0642\u0648\u0645 \u0623\u062d\u062f \u0627\u0644\u0628\u0646\u0648\u0643 \u0628\u0641\u062d\u0635 \u0645\u0648\u0627\u0641\u0642\u0627\u062a \u0642\u0631\u0648\u0636 \u0627\u0644\u0630\u0643\u0627\u0621 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\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li>\u062a\u062d\u0633\u064a\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0633\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u064a\u0636\u0645\u0646 \u0627\u0644\u0639\u062f\u0627\u0644\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644:<\/strong><\/p>\n\n\n\n<p>-\u0642\u062f \u064a\u0644\u0627\u062d\u0638 \u0641\u0631\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0646\u0648\u0639 \u062a\u062d\u064a\u0632\u0627\u062a \u0644\u0627 \u064a\u0644\u0627\u062d\u0638\u0647\u0627 \u0627\u0644\u0622\u062e\u0631\u0648\u0646.<br>-\u0633\u064a\u0641\u0647\u0645 \u0645\u0633\u0627\u0639\u062f\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0631\u0628\u0648\u0646 \u0639\u0644\u0649 \u064a\u062f \u0641\u0631\u064a\u0642 \u0645\u062a\u0646\u0648\u0639 \u0627\u0644\u0644\u0647\u062c\u0627\u062a \u0648\u0627\u0644\u0644\u0647\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0644\u062e\u0635<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0623\u062a\u064a \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646\u0629.<\/li>\n\n\n\n<li>\u064a\u062a\u0636\u0645\u0646 \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u062a\u062d\u064a\u0632 \u0625\u0639\u0627\u062f\u0629 \u062a\u0631\u062c\u064a\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u062d\u064a\u0632 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li>\u064a\u062c\u0628 \u0627\u062e\u062a\u0628\u0627\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u0636\u0645\u0627\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0639\u0627\u062f\u0644\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0629.<\/li>\n\n\n\n<li>\u062a\u0633\u0627\u0639\u062f \u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0634\u0627\u0645\u0644\u0629 \u0648\u0639\u0627\u062f\u0644\u0629.<\/li>\n<\/ul>\n\n\n\n<p>\u0628\u0642\u0644\u0645 \u0647\u0634\u0627\u0645 \u0623. \u0628\u0646 \u0632\u0639\u064a\u0631<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>AI models can unintentionally develop biases based on the data they are trained on. Bias mitigation ensures AI treats all users fairly by identifying, correcting, and testing for biases. Identifying Biases in AI Bias in AI happens when models favor certain groups over others due to imbalanced or flawed training data. Examples: How to Identify [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[39,43,41,44,28,42,11],"class_list":["post-164","post","type-post","status-publish","format-standard","hentry","category-ai-article","tag-biasmitigation","tag-diversityintech","tag-ethicalai","tag-fairnessinai","tag-genai","tag-machinelearning","tag-understanding-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Bias Mitigation in AI - Business Physics AI Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessphysics.ai\/ar\/bias-mitigation-in-ai-in-plain-english\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bias Mitigation in AI - Business Physics AI Lab\" \/>\n<meta property=\"og:description\" content=\"AI models can unintentionally develop biases based on the data they are trained on. Bias mitigation ensures AI treats all users fairly by identifying, correcting, and testing for biases. Identifying Biases in AI Bias in AI happens when models favor certain groups over others due to imbalanced or flawed training data. 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