{"id":173,"date":"2026-05-17T01:04:30","date_gmt":"2026-05-17T01:04:30","guid":{"rendered":"https:\/\/biasbreak.com\/?page_id=173"},"modified":"2026-05-29T02:15:57","modified_gmt":"2026-05-29T02:15:57","slug":"fake-news-detector","status":"publish","type":"page","link":"https:\/\/biasbreak.com\/ar\/fake-news-detector\/","title":{"rendered":"\u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0645\u0632\u064a\u0641\u0629"},"content":{"rendered":"<p><!-- ============================================================\n     BIASBREAK \u2014 FAKE NEWS DETECTOR PAGE\n     Full content replacement optimised for WordPress Gutenberg\n     Paste into: Pages > Fake News Detector > Code Editor (< >)\n     ============================================================ --><\/p>\n<p><!-- SECTION 1: HERO \/ INTRO --><\/p>\n\n\n<div class=\"wp-block-group bb-hero-section\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"bb-last-updated wp-block-paragraph\"><em>Last updated: May 2026<\/em><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0628\u064f\u0646\u064a \u0628\u0648\u0627\u0633\u0637\u0629 \u0641\u0631\u064a\u0642 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0645\u0624\u0633\u064e\u0651\u0633 \u0639\u0644\u0649 \u0623\u0628\u062d\u0627\u062b \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0637\u0648\u064e\u0651\u0631 BiasBreak \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0639\u0627\u0631\u0641 \u0648\u0644\u064a\u060c \u0645\u0637\u0648\u0651\u0631 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062d\u0645\u0644 \u062f\u0631\u062c\u0629 \u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u062f\u0644\u0633\u0643\u0633 \u0628\u0644\u0646\u062f\u0646. \u064a\u064f\u0628\u0646\u0649 \u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 DistilBERT\u060c \u0645\u064f\u062f\u0631\u064e\u0651\u0628 \u0639\u0644\u0649 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629. \u064a\u064f\u0634\u063a\u0651\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u0635\u0646\u064a\u0641\u0627\u064b \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u064a\u064f\u062d\u0644\u0644 \u0641\u064a \u0622\u0646\u064d \u0648\u0627\u062d\u062f \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0644\u063a\u0629 \u0648\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0641\u064a \u062a\u0645\u0631\u064a\u0631\u0629 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648\u0627\u062d\u062f\u0629\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0646\u0641\u0635\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646\u0647\u062c\u064a\u062a\u0646\u0627 \u0645\u0648\u062b\u0642\u0629 \u0641\u064a <a href=\"https:\/\/biasbreak.com\/ar\/research\/\">\u0635\u0641\u062d\u0629 \u0623\u0628\u062d\u0627\u062b BiasBreak<\/a>\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629. \u0646\u0624\u0645\u0646 \u0628\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629: \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u062f\u0644\u064a\u0644 \u0644\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0642\u062f\u064a\u060c \u0644\u0627 \u0628\u062f\u064a\u0644 \u0639\u0646\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0627 \u0647\u0648 \u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629\u061f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u2014 \u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0623\u064a\u0636\u0627\u064b \u0628\u0645\u062f\u0642\u0642 \u0627\u0644\u062d\u0642\u0627\u0626\u0642 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648 \u0645\u062f\u0642\u0642 \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u2014 \u0647\u0648 \u0623\u062f\u0627\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 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\u0648\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u0644\u062a\u0642\u062f\u064a\u0645 \u062d\u0643\u0645 \u0641\u0648\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u0635\u0627\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u062c\u0627\u0648\u0632 \u0645\u062f\u0642\u0642 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0645\u0646 BiasBreak \u0645\u062c\u0631\u062f \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062b\u0646\u0627\u0626\u064a \u0635\u062d\/\u062e\u0637\u0623. \u0625\u0630 \u064a\u064f\u0648\u0644\u0651\u062f \u062f\u0631\u062c\u0629 \u062b\u0642\u0629 \u0645\u0646 0 \u0625\u0644\u0649 100\u060c \u0648\u064a\u064f\u0634\u064a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629\u060c \u0648\u064a\u0642\u064a\u0651\u0645 \u0627\u0644\u062a\u062d\u064a\u0632 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0648\u0627\u0644\u0639\u0627\u0637\u0641\u064a\u060c \u0648\u064a\u0643\u0634\u0641 \u0644\u063a\u0629 \u0627\u0644\u0646\u0642\u0631 \u0627\u0644\u0637\u064f\u0651\u0639\u0645\u064a\u060c \u0648\u064a\u064f\u0642\u064a\u0651\u0645 \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u2014 \u0643\u0644 \u0630\u0644\u0643 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0643\u064a\u0641 \u064a\u0643\u0634\u0641 BiasBreak \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629\u061f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0633\u062a\u062e\u062f\u0645 BiasBreak \u0646\u0645\u0648\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0628\u0646\u064a\u0627\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648\u0645\u064f\u062f\u0631\u064e\u0651\u0628\u0627\u064b \u0639\u0644\u0649 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629. \u0639\u0646\u062f \u0625\u0631\u0633\u0627\u0644 \u0631\u0627\u0628\u0637 \u0623\u0648 \u0644\u0635\u0642 \u0646\u0635\u060c \u064a\u064f\u062c\u0631\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u062e\u0645\u0633\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0645\u062a\u0632\u0627\u0645\u0646\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0644\u063a\u0629<\/strong> \u2014 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0625\u062b\u0627\u0631\u064a\u0629 \u0623\u0648 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\u0627\u0644\u0645\u0646\u0628\u0631 \u0648\u0633\u062c\u0644\u0647<\/li>\n\n\n\n<li><strong>\u0643\u0634\u0641 \u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u064a\u0632<\/strong> \u2014 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0633\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0623\u0637\u064a\u0631 \u0623\u062d\u0627\u062f\u064a \u0627\u0644\u062c\u0627\u0646\u0628 \u0623\u0648 \u0627\u0644\u062a\u0644\u0627\u0639\u0628 \u0627\u0644\u0639\u0627\u0637\u0641\u064a<\/li>\n\n\n\n<li><strong>\u062a\u0639\u064a\u064a\u0646 \u062f\u0631\u062c\u0629 \u0627\u0644\u062b\u0642\u0629<\/strong> \u2014 \u062a\u0642\u064a\u064a\u0645 \u0645\u0646 0 \u0625\u0644\u0649 100 \u064a\u0644\u062e\u0635 \u0645\u062f\u0649 \u0623\u0635\u0627\u0644\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u062a\u062d\u0644\u064a\u0644 \u0634\u0641\u0627\u0641 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u064a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u062d\u0643\u0645 \u0645\u0633\u062a\u0646\u064a\u0631 \u2014 \u0644\u0627 \u0645\u062c\u0631\u062f \u062a\u0635\u0646\u064a\u0641 \u062b\u0646\u0627\u0626\u064a. \u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0628\u0633\u0637 \u0627\u0644\u062a\u064a \u062a\u064f\u0635\u0646\u0641 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0628\u0640&#8221;\u062d\u0642\u064a\u0642\u064a&#8221; \u0623\u0648 &#8220;\u0645\u0632\u064a\u0641&#8221; \u0641\u062d\u0633\u0628\u060c \u064a\u064f\u0638\u0647\u0631 BiasBreak \u0644\u0643 \u0627\u0644\u0633\u0628\u0628 \u0648\u0631\u0627\u0621 \u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0643\u064a\u0641\u064a\u0629 \u0642\u0631\u0627\u0621\u0629 \u0646\u062a\u0627\u0626\u062c BiasBreak<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0646\u062f \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0625\u0644\u0649 BiasBreak\u060c \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062a\u0642\u0631\u064a\u0631 \u0645\u0646\u0638\u0645 \u0628\u0623\u0631\u0628\u0639\u0629 \u062d\u0642\u0648\u0644 \u0645\u062e\u0631\u062c\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629. \u0625\u0644\u064a\u0643 \u0645\u0627 \u064a\u0639\u0646\u064a\u0647 \u0643\u0644 \u0645\u0646\u0647\u0627 \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u062f\u0631\u062c\u0629 \u0627\u0644\u062b\u0642\u0629 (0\u2013100)<\/strong> \u062f\u0631\u062c\u0629 \u0627\u0644\u062b\u0642\u0629 \u0647\u064a \u0631\u0642\u0645\u0643 \u0627\u0644\u0631\u0626\u064a\u0633\u064a. \u062a\u0639\u0643\u0633 \u062b\u0642\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0623\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0648\u0642\u0627\u0626\u0639\u060c \u0648\u0645\u064f\u0624\u0637\u064e\u0651\u0631 \u0628\u0625\u0646\u0635\u0627\u0641\u060c \u0648\u0645\u0635\u062f\u0631\u0647 \u0645\u0646\u0628\u0631 \u0645\u0648\u062b\u0648\u0642. \u062f\u0631\u062c\u0629 \u0645\u0631\u062a\u0641\u0639\u0629 \u0644\u0627 \u062a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0642\u0637\u0639\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u2014 \u0628\u0644 \u062a\u0639\u0646\u064a \u0623\u0646\u0647 \u0644\u0645 \u064a\u064f\u0631\u0635\u062f \u0623\u064a \u0645\u0624\u0634\u0631 \u062a\u062d\u0630\u064a\u0631\u064a \u0628\u0627\u0631\u0632. \u062f\u0631\u062c\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0644\u0627 \u062a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0642\u0637\u0639\u0629 \u0643\u0627\u0630\u0628\u0629 \u0642\u0637\u0639\u064a\u0627\u064b \u2014 \u0628\u0644 \u062a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u064a\u062d\u0645\u0644 \u062e\u0635\u0627\u0626\u0635 \u0634\u0627\u0626\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0645\u0636\u0644\u0644\u0629 \u0623\u0648 \u0627\u0644\u062a\u0644\u0627\u0639\u0628\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0646\u0637\u0627\u0642 \u0627\u0644\u062f\u0631\u062c\u0629<\/th><th>\u0627\u0644\u0645\u0639\u0646\u0649<\/th><\/tr><\/thead><tbody><tr><td>80 \u2013 100<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0639\u0627\u0644\u064a\u0629. \u064a\u0628\u062f\u0648 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0648\u062b\u0642 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0648\u0645\u062a\u0633\u0642 \u0648\u0627\u0642\u0639\u064a\u0627\u064b.<\/td><\/tr><tr><td>50 \u2013 79<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0639\u062a\u062f\u0644\u0629. \u0628\u0639\u0636 \u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0623\u0648 \u062a\u062d\u064a\u0632 \u062e\u0641\u064a\u0641. \u0627\u0642\u0631\u0623 \u0628\u062d\u0630\u0631.<\/td><\/tr><tr><td>20 \u2013 49<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629. \u062e\u0637\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0636\u0644\u0644\u0629 \u0643\u0628\u064a\u0631 \u0623\u0648 \u062a\u062d\u064a\u0632 \u0634\u062f\u064a\u062f.<\/td><\/tr><tr><td>0 \u2013 19<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u062c\u062f\u0627\u064b. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u064a\u064f\u0638\u0647\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0642\u0648\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0621 \u0623\u0648 \u0627\u0644\u062a\u0644\u0627\u0639\u0628.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u062d\u064a\u0632<\/strong> \u064a\u062d\u062f\u062f \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u062d\u064a\u0632 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u064a\u0646\u062d\u0627\u0632 \u0646\u062d\u0648 \u0627\u062a\u062c\u0627\u0647 \u0633\u064a\u0627\u0633\u064a \u0623\u0648 \u0623\u064a\u062f\u064a\u0648\u0644\u0648\u062c\u064a \u0645\u0639\u064a\u0646\u060c \u0648\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0623\u0637\u064a\u0631 \u0645\u062a\u0648\u0627\u0632\u0646\u0627\u064b \u0623\u0645 \u0623\u062d\u0627\u062f\u064a \u0627\u0644\u062c\u0627\u0646\u0628. \u0627\u0644\u062a\u062d\u064a\u0632 \u0644\u0627 \u064a\u0639\u0646\u064a \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0623\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0643\u0627\u0630\u0628 \u2014 \u0628\u0644 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0642\u062f \u064a\u064f\u0642\u062f\u0651\u0645 \u0635\u0648\u0631\u0629 \u0627\u0646\u062a\u0642\u0627\u0626\u064a\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 <a href=\"https:\/\/biasbreak.com\/ar\/bias-detector\/\">\u0643\u0627\u0634\u0641 \u0627\u0644\u062a\u062d\u064a\u0632 \u0645\u0646 BiasBreak<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0623\u0639\u0645\u0642 \u0644\u0644\u062a\u0623\u0637\u064a\u0631 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0648\u0627\u0644\u0623\u064a\u062f\u064a\u0648\u0644\u0648\u062c\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0628\u0631\u0629<\/strong> \u064a\u0642\u064a\u0633 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0628\u0631\u0629 \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0639\u0627\u0637\u0641\u064a \u0644\u0644\u0645\u062d\u062a\u0648\u0649. \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0634\u062d\u0648\u0646\u0629 \u0639\u0627\u0637\u0641\u064a\u0627\u064b \u2014 \u0627\u0644\u062e\u0648\u0641\u060c \u0627\u0644\u063a\u0636\u0628\u060c \u0627\u0644\u0625\u0644\u062d\u0627\u062d \u2014 \u0623\u0633\u0644\u0648\u0628 \u0634\u0627\u0626\u0639 \u0641\u064a \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0636\u0644\u0644 \u0644\u0623\u0646\u0647\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0639\u0642\u0644\u0627\u0646\u064a. \u0627\u0644\u0646\u0628\u0631\u0629 \u0627\u0644\u0645\u062d\u0627\u064a\u062f\u0629 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a\u0629 \u0647\u064a \u0625\u0634\u0627\u0631\u0629 \u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u061b \u0628\u064a\u0646\u0645\u0627 \u062a\u0633\u062a\u0648\u062c\u0628 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0634\u062d\u0648\u0646\u0629 \u062a\u062f\u0642\u064a\u0642\u0627\u064b \u0625\u0636\u0627\u0641\u064a\u0627\u064b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u062d\u0643\u0645 \u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629<\/strong> \u062d\u0643\u0645 \u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0647\u0648 \u0645\u0644\u062e\u0635 \u0628\u0644\u063a\u0629 \u0633\u0644\u0633\u0629 \u064a\u062c\u0645\u0639 \u0643\u0644 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639. \u0645\u064f\u0635\u0645\u064e\u0651\u0645 \u0644\u064a\u0643\u0648\u0646 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0644\u062d\u0643\u0645\u0643 \u0627\u0644\u062e\u0627\u0635\u060c \u0644\u0627 \u0642\u0631\u0627\u0631\u0627\u064b \u0646\u0647\u0627\u0626\u064a\u0627\u064b. \u0646\u0648\u0635\u064a \u062f\u0627\u0626\u0645\u0627\u064b \u0628\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0648\u0641\u064a\u0645\u0627 \u064a\u062e\u0635 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0647\u0645\u0629\u060c \u0628\u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u062f\u0631 \u062b\u0627\u0646\u064d \u0623\u0648 \u0645\u0646\u0638\u0645\u0629 \u062a\u062d\u0642\u0642 \u0645\u0647\u0646\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u064f\u0646\u062a\u062c \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u2014 \u0645\u0627 \u0627\u0644\u0641\u0631\u0642\u061f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u062b\u064a\u0631\u0627\u064b \u0645\u0627 \u064a\u064f\u062e\u0644\u0637 \u0628\u064a\u0646 \u0647\u0630\u064a\u0646 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u064a\u0646\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0641\u0631\u0642. <strong>\u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629<\/strong> \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0636\u0644\u0644 \u0639\u0645\u062f\u0627\u064b \u2014 \u0642\u0635\u0635 \u0645\u0644\u0641\u0642\u0629\u060c \u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0645\u064f\u062a\u0644\u0627\u0639\u064e\u0628 \u0628\u0647\u0627\u060c \u0623\u0648 \u062d\u0642\u0627\u0626\u0642 \u0645\u064f\u0628\u0644\u064e\u0651\u063a \u0639\u0646\u0647\u0627 \u0628\u0627\u0646\u062a\u0642\u0627\u0626\u064a\u0629 \u0628\u0647\u062f\u0641 \u0627\u0644\u062e\u062f\u0627\u0639. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u062a\u0628\u0647\u0627 \u0627\u0644\u0628\u0634\u0631 \u0623\u0648 \u0627\u0644\u0622\u0644\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u064f\u0646\u062a\u062c \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0623\u064a \u0645\u062d\u062a\u0648\u0649 \u062a\u064f\u0646\u062a\u062c\u0647 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0627\u0644\u0630\u064a \u0642\u062f \u064a\u0643\u0648\u0646 \u062f\u0642\u064a\u0642\u0627\u064b \u062a\u0645\u0627\u0645\u0627\u064b \u0623\u0648 \u0642\u062f \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0623\u062e\u0637\u0627\u0621 \u2014 \u062a\u064f\u0639\u0631\u0641 \u0628\u0627\u0644\u0647\u0644\u0648\u0633\u0627\u062a. \u0644\u064a\u0633 \u0643\u0644 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class=\"wp-block-paragraph\"><strong>\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u0643\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0623\u0635\u0639\u0628 \u0645\u0646 \u0623\u064a \u0648\u0642\u062a \u0645\u0636\u0649<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0637\u0648\u0631\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0644\u0629. \u0644\u0645 \u062a\u0639\u062f \u062a\u0628\u062f\u0648 \u0643\u062f\u0639\u0627\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u2014 \u0628\u0644 \u062a\u062d\u0627\u0643\u064a \u0646\u0628\u0631\u0629 \u0627\u0644\u0635\u062d\u0627\u0641\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u0629 \u0648\u0628\u0646\u064a\u062a\u0647\u0627 \u0648\u0645\u0641\u0631\u062f\u0627\u062a\u0647\u0627. \u0648\u062c\u062f \u0628\u062d\u062b \u0641\u0648\u0633\u0648\u063a\u064a \u0648\u0631\u0648\u064a \u0648\u0623\u0631\u0627\u0644 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BiasBreak \u064a\u064f\u062d\u0644\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u062b\u0648\u0627\u0646\u064d \u2014 \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0648\u0627\u0642\u0639\u064a \u0627\u0644\u0648\u062d\u064a\u062f \u0644\u0644\u0642\u0631\u0627\u0621 \u0627\u0644\u064a\u0648\u0645\u064a\u064a\u0646 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0646 \u064a\u0646\u0628\u063a\u064a \u0644\u0647 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0627 \u0627\u0644\u0643\u0627\u0634\u0641\u061f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0645\u0646 BiasBreak \u0645\u0628\u0646\u064a \u0644\u0644\u0642\u0631\u0627\u0621 \u0627\u0644\u064a\u0648\u0645\u064a\u064a\u0646\u060c \u0644\u0627 \u0644\u0644\u062e\u0628\u0631\u0627\u0621 \u0641\u062d\u0633\u0628. \u0648\u0647\u0648 \u0645\u0641\u064a\u062f \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0640:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0637\u0644\u0627\u0628 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646<\/strong> \u2014 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0642\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0624\u062b\u0631 \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062f\u0631\u062c\u0627\u062a<\/li>\n\n\n\n<li><strong>\u0645\u0633\u062a\u062e\u062f\u0645\u0648 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/strong> \u2014 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0642\u0635\u0629 \u0641\u064a\u0631\u0648\u0633\u064a\u0629 \u0642\u0628\u0644 \u0645\u0634\u0627\u0631\u0643\u062a\u0647\u0627 \u0648\u062a\u0636\u062e\u064a\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0644\u0629 \u062f\u0648\u0646 \u0642\u0635\u062f<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0648\u0627\u0637\u0646\u0648\u0646 \u0627\u0644\u0645\u0647\u062a\u0645\u0648\u0646<\/strong> \u2014 \u0644\u0644\u0628\u0642\u0627\u0621 \u0645\u0637\u0644\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0633\u064a\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u062f\u0648\u0646 \u0627\u0644\u062a\u0639\u0631\u0636 \u0644\u0644\u062a\u0636\u0644\u064a\u0644<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0639\u0644\u0645\u0648\u0646 \u0648\u0627\u0644\u0645\u0631\u0628\u0648\u0646<\/strong> \u2014 \u0644\u062a\u062f\u0631\u064a\u0633 \u0627\u0644\u062b\u0642\u0627\u0641\u0629 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a\u0629 \u0627\u0644\u0646\u0642\u062f\u064a\u0629 \u0641\u064a \u0627\u0644\u0641\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0627\u0633\u064a\u0629 \u0628\u0623\u062f\u0627\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0623\u0646\u0641\u0633\u0647\u0645<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0635\u062d\u0641\u064a\u0648\u0646 \u0648\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u0648\u0646 \u0641\u064a \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong> \u2014 \u0644\u0641\u062d\u0635 \u0645\u0648\u0627\u062f \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0628\u0633\u0631\u0639\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u0642\u064a\u0642\u0627\u064b \u0623\u0639\u0645\u0642<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u0648\u0646 \u0641\u064a \u0645\u062c\u0627\u0644\u064e\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/strong> \u2014 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u062a\u0635\u0631\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u064a\u0647\u0627 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u0644\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u062d\u0627\u0641\u0629 \u0623\u0648 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0627\u0644\u0635\u0642 \u0627\u0644\u0645\u0642\u0627\u0644\u060c \u0627\u0636\u063a\u0637 \u062a\u062d\u0644\u064a\u0644\u060c \u0648\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0625\u062c\u0627\u0628\u062a\u0643. \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0642\u0642 \u0645\u062c\u0645\u0639 \u0645\u0646 \u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0623\u0648 \u0648\u0635\u0648\u0644 \u0639\u0628\u0631 API\u060c \u0631\u0627\u062c\u0639 <a href=\"https:\/\/biasbreak.com\/ar\/solutions\/\">\u0635\u0641\u062d\u0629 \u062d\u0644\u0648\u0644 BiasBreak<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0627\u0630\u0627 \u062a\u0639\u0646\u064a \u062f\u0631\u062c\u0629 \u0627\u0644\u062b\u0642\u0629\u061f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631\u062c\u0629 \u0627\u0644\u062b\u0642\u0629 \u0647\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0635\u0627\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0645\u0646 BiasBreak\u060c \u0645\u064f\u0639\u0631\u0648\u0636 \u0643\u0631\u0642\u0645 \u0645\u0646 0 \u0625\u0644\u0649 100. \u0625\u0646\u0647\u0627 \u062f\u0644\u064a\u0644 \u0644\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0642\u062f\u064a\u060c \u0644\u0627 \u062d\u0643\u0645 \u0646\u0647\u0627\u0626\u064a \u2014 \u0648\u0646\u0634\u062c\u0639\u0643 \u062f\u0627\u0626\u0645\u0627\u064b \u0639\u0644\u0649 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u062a\u0643\u0648\u064a\u0646 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0643 \u0627\u0644\u062e\u0627\u0635.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0646\u0637\u0627\u0642 \u0627\u0644\u062f\u0631\u062c\u0629<\/th><th>\u0627\u0644\u0645\u0639\u0646\u0649<\/th><\/tr><\/thead><tbody><tr><td>80 \u2013 100<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0639\u0627\u0644\u064a\u0629. \u064a\u0628\u062f\u0648 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0648\u062b\u0642 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0648\u0645\u062a\u0633\u0642 \u0648\u0627\u0642\u0639\u064a\u0627\u064b.<\/td><\/tr><tr><td>50 \u2013 79<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0639\u062a\u062f\u0644\u0629. \u0628\u0639\u0636 \u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0623\u0648 \u062a\u062d\u064a\u0632 \u062e\u0641\u064a\u0641. \u0627\u0642\u0631\u0623 \u0628\u062d\u0630\u0631.<\/td><\/tr><tr><td>20 \u2013 49<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629. \u062e\u0637\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0636\u0644\u0644\u0629 \u0643\u0628\u064a\u0631 \u0623\u0648 \u062a\u062d\u064a\u0632 \u0634\u062f\u064a\u062f.<\/td><\/tr><tr><td>0 \u2013 19<\/td><td>\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u062c\u062f\u0627\u064b. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u064a\u064f\u0638\u0647\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0642\u0648\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0621 \u0623\u0648 \u0627\u0644\u062a\u0644\u0627\u0639\u0628.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0647\u0644 \u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0645\u0646 BiasBreak \u0645\u062c\u0627\u0646\u064a\u061f<\/strong> \u0646\u0639\u0645. \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0644\u064a\u0644 \u0623\u064a \u0645\u0642\u0627\u0644 \u0623\u0648 \u0631\u0627\u0628\u0637 \u0645\u062c\u0627\u0646\u0627\u064b \u062a\u0645\u0627\u0645\u0627\u064b\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062d\u0633\u0627\u0628.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0627 \u0645\u062f\u0649 \u062f\u0642\u0629 \u0645\u062f\u0642\u0642 \u0627\u0644\u062d\u0642\u0627\u0626\u0642 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 BiasBreak \u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648\u064a\u064f\u062d\u062f\u064e\u0651\u062b \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0645\u0639 \u0638\u0647\u0648\u0631 \u0623\u0646\u0645\u0627\u0637 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0636\u0644\u0644\u0629 \u062c\u062f\u064a\u062f\u0629. \u0643\u0633\u0627\u0626\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0644\u064a\u0633 \u0645\u0639\u0635\u0648\u0645\u0627\u064b \u0645\u0646 \u0627\u0644\u062e\u0637\u0623 \u2014 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0643\u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0644\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0642\u062f\u064a\u060c \u0644\u0627 \u0628\u062f\u064a\u0644\u0627\u064b \u0639\u0646\u0647. \u0646\u0644\u062a\u0632\u0645 \u0628\u0646\u0634\u0631 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062f\u0642\u0629 \u0641\u064a <a href=\"https:\/\/biasbreak.com\/ar\/research\/\">\u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0628\u062d\u0627\u062b<\/a> \u0645\u0639 \u0646\u0636\u062c \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0647\u0644 \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u062d\u0644\u064a\u0644 \u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u061f<\/strong> \u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u062d\u0627\u0644\u064a\u0627\u064b \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0645\u0639 \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0644\u0635\u0648\u0642\u0629\u060c \u0648\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a. \u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629 \u0645\u064f\u062f\u0631\u062c \u0641\u064a \u062e\u0627\u0631\u0637\u0629 \u0627\u0644\u0637\u0631\u064a\u0642 \u2014 \u0631\u0627\u062c\u0639 <a href=\"https:\/\/biasbreak.com\/ar\/changelog\/\">\u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a<\/a> \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0647\u0644 \u0647\u0630\u0627 \u0646\u0641\u0633\u0647 \u0643\u0627\u0634\u0641 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/strong> \u0644\u0627. \u062a\u062d\u062f\u062f \u0623\u062f\u0648\u0627\u062a \u0643\u0634\u0641 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0646\u0635 \u0645\u0643\u062a\u0648\u0628\u0627\u064b \u0628\u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0648\u064a. \u064a\u064f\u0642\u064a\u0651\u0645 \u0643\u0627\u0634\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629 \u0645\u0646 BiasBreak \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u0648\u062f\u0642\u062a\u0647\u0627 \u0641\u064a \u0642\u0637\u0639\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0645\u0651\u0646 \u0643\u062a\u0628\u0647\u0627. \u0627\u0644\u0623\u062f\u0627\u062a\u0627\u0646 \u062a\u0639\u0627\u0644\u062c\u0627\u0646 \u0645\u0634\u0643\u0644\u062a\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u062a\u064a\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0627 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645\u0647\u0627\u061f<\/strong> \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u064f\u062d\u0633\u064e\u0651\u0646\u0629 \u062d\u0627\u0644\u064a\u0627\u064b \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629. \u062f\u0639\u0645 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u064f\u062e\u0637\u0637 \u0644\u0625\u0635\u062f\u0627\u0631 \u0645\u0633\u062a\u0642\u0628\u0644\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0647\u0644 \u064a\u062e\u0632\u0646 BiasBreak \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u0631\u0633\u0644\u0647\u0627\u061f<\/strong> \u0644\u0627 \u062a\u064f\u062e\u0632\u064e\u0651\u0646 \u0623\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u062e\u0635\u064a\u0629 \u0645\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0625\u0631\u0633\u0627\u0644. \u0631\u0627\u062c\u0639 <a href=\"https:\/\/biasbreak.com\/ar\/privacy-policy\/\">\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/a> \u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0643\u064a\u0641 \u064a\u062e\u062a\u0644\u0641 \u0647\u0630\u0627 \u0639\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u064a\u062f\u0648\u064a \u0645\u0646 \u0627\u0644\u062d\u0642\u0627\u0626\u0642\u061f<\/strong> \u062a\u0648\u0641\u0631 \u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u064a\u062f\u0648\u064a \u0645\u0646 \u0627\u0644\u062d\u0642\u0627\u0626\u0642 \u0643\u0640Full Fact \u0623\u0648 Snopes \u062a\u062d\u0644\u064a\u0644\u0627\u064b \u0627\u0633\u062a\u0642\u0635\u0627\u0626\u064a\u0627\u064b \u0645\u0639\u0645\u0642\u0627\u064b \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u063a\u0637\u064a\u0629 \u0633\u0648\u0649 \u0639\u062f\u062f \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0627\u0644\u0642\u0635\u0635. \u064a\u0648\u0641\u0631 BiasBreak \u0641\u062d\u0635\u0627\u064b \u0622\u0644\u064a\u0627\u064b \u0641\u0648\u0631\u064a\u0627\u064b \u0644\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u2014 \u0645\u064f\u0635\u0645\u064e\u0651\u0645 \u0644\u064a\u0643\u0645\u0644 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0647\u0646\u064a \u0645\u0646 \u0627\u0644\u062d\u0642\u0627\u0626\u0642\u060c \u0644\u0627 \u0644\u064a\u062d\u0644 \u0645\u062d\u0644\u0647. \u0641\u0643\u0651\u0631 \u0641\u064a\u0647 \u0643\u0645\u0631\u0634\u062d \u0623\u0648\u0644 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0642\u0631\u0631 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0634\u064a\u0621 \u0645\u0627 \u064a\u0633\u062a\u062d\u0642 \u062a\u062d\u0642\u064a\u0642\u0627\u064b \u0623\u0639\u0645\u0642.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a BiasBreak<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0648\u0641\u0631 BiasBreak \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0643\u0644 \u0623\u062f\u0627\u0629 \u0645\u064f\u0635\u0645\u064e\u0651\u0645\u0629 \u0644\u0645\u0646\u062d\u0643 \u0628\u064f\u0639\u062f\u0627\u064b \u0645\u062e\u062a\u0644\u0641\u0627\u064b \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/biasbreak.com\/ar\/bias-detector\/\"><strong>\u0643\u0627\u0634\u0641 \u0627\u0644\u062a\u062d\u064a\u0632<\/strong><\/a> \u2014 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u062d\u064a\u0632 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0648\u0627\u0644\u0639\u0627\u0637\u0641\u064a \u0641\u064a \u0623\u064a \u0645\u062d\u062a\u0648\u0649\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0633\u0637 \u0648\u0627\u0644\u064a\u0633\u0627\u0631 \u0648\u0627\u0644\u064a\u0645\u064a\u0646<\/li>\n\n\n\n<li><a href=\"https:\/\/biasbreak.com\/ar\/misinformation-scanner\/\"><strong>\u0645\u0627\u0633\u062d \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0644\u0629<\/strong><\/a> \u2014 \u0641\u062d\u0635 \u0627\u062f\u0639\u0627\u0621\u0627\u062a \u0645\u0636\u0644\u0644\u0629 \u0628\u0639\u064a\u0646\u0647\u0627 \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627 \u0628\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629<\/li>\n\n\n\n<li><a href=\"https:\/\/biasbreak.com\/ar\/media-bias-checker\/\"><strong>\u0645\u062f\u0642\u0642 \u0627\u0644\u062a\u062d\u064a\u0632 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a<\/strong><\/a> \u2014 \u062a\u0642\u064a\u064a\u0645 \u0645\u0644\u0641 \u0627\u0644\u062a\u062d\u064a\u0632 \u0627\u0644\u0639\u0627\u0645 \u0644\u0644\u0645\u0646\u0627\u0628\u0631 \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629\u060c \u0644\u0627 \u0645\u062c\u0631\u062f \u0645\u0642\u0627\u0644\u0627\u062a \u0641\u0631\u062f\u064a\u0629<\/li>\n\n\n\n<li><a href=\"https:\/\/biasbreak.com\/ar\/clickbait-checker\/\"><strong>\u0643\u0627\u0634\u0641 \u0627\u0644\u0646\u0642\u0631 \u0627\u0644\u0637\u064f\u0651\u0639\u0645\u064a<\/strong><\/a> \u2014 \u0643\u0634\u0641 \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646 \u0627\u0644\u062a\u0644\u0627\u0639\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u0628\u0627\u0644\u064e\u063a \u0641\u064a\u0647\u0627 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u0627\u0633\u062a\u062b\u0627\u0631\u0629 \u0627\u0644\u063a\u0636\u0628 \u0623\u0648 \u0627\u0644\u0646\u0642\u0631\u0627\u062a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0645\u062f\u0627\u0631\u0633 \u0648\u063a\u0631\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0635\u0648\u0644 \u0645\u062c\u0645\u0639 \u0623\u0648 \u062f\u0645\u062c \u0639\u0628\u0631 API \u0623\u0648 \u062d\u0644\u0648\u0644 \u0628\u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621\u060c \u0632\u0648\u0631\u0648\u0627 <a href=\"https:\/\/biasbreak.com\/ar\/solutions\/\">\u0635\u0641\u062d\u0629 \u0627\u0644\u062d\u0644\u0648\u0644<\/a>.<\/p>\n\n\n<p><!-- ============================================================\n     SCHEMA MARKUP \u2014 Paste inside <head> via your theme's\n     header.php, functions.php, or an SEO plugin (Yoast \/ RankMath)\n     ============================================================ --><\/p>\n<p><!--\nPASTE THIS IN <HEAD>:\n\n<script type=\"application\/ld+json\">\n[\n  {\n    \"@context\": \"https:\/\/schema.org\",\n    \"@type\": \"SoftwareApplication\",\n    \"name\": \"BiasBreak Fake News Detector\",\n    \"applicationCategory\": \"UtilitiesApplication\",\n    \"operatingSystem\": \"Web\",\n    \"url\": \"https:\/\/biasbreak.com\/ar\/fake-news-detector\/\",\n    \"description\": \"AI-powered fake news detector and fact checker that analyses articles and URLs to produce a Trust Score, bias assessment, tone analysis, and credibility verdict.\",\n    \"offers\": {\n      \"@type\": \"Offer\",\n      \"price\": \"0\",\n      \"priceCurrency\": \"GBP\"\n    },\n    \"featureList\": [\n      \"Trust Score (0-100)\",\n      \"Bias detection\",\n      \"Tone and sentiment analysis\",\n      \"Source credibility rating\",\n      \"URL and text input support\"\n    ],\n    \"creator\": {\n      \"@type\": \"Organization\",\n      \"name\": \"BiasBreak\",\n      \"url\": \"https:\/\/biasbreak.com\/ar\"\n    }\n  },\n  {\n    \"@context\": \"https:\/\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n      {\n        \"@type\": \"Question\",\n        \"name\": \"Is BiasBreak's fake news detector free to use?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"Yes. You can analyse any article or URL completely free, with no account required.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"How accurate is the AI fact checker?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"BiasBreak uses a transformer-based NLP methodology and is regularly updated. Like all AI tools, it is not infallible and works best as a starting point for critical thinking, not a replacement for it.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"Can it analyse social media posts?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"The tool currently works best with article URLs and pasted text. Social media post support is on the roadmap.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"Is this the same as an AI content detector?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"No. AI content detectors identify whether text was written by a language model. BiasBreak evaluates the credibility and accuracy of the claims in a piece of content, regardless of who or what wrote it.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"What languages does BiasBreak support?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"The tool is currently optimised for English-language content. Multilingual support is planned for a future release.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"Does BiasBreak store the articles I submit?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"No personal data is stored alongside your submissions.\"\n        }\n      },\n      {\n        \"@type\": \"Question\",\n        \"name\": \"How is this different from manual fact-checking sites?\",\n        \"acceptedAnswer\": {\n          \"@type\": \"Answer\",\n          \"text\": \"Manual fact-checkers like Full Fact or Snopes provide deep investigative analysis but only cover a limited number of stories. BiasBreak provides instant automated credibility screening at scale, designed to complement professional fact-checking.\"\n        }\n      }\n    ]\n  },\n  {\n    \"@context\": \"https:\/\/schema.org\",\n    \"@type\": \"BreadcrumbList\",\n    \"itemListElement\": [\n      {\n        \"@type\": \"ListItem\",\n        \"position\": 1,\n        \"name\": \"Home\",\n        \"item\": \"https:\/\/biasbreak.com\/ar\"\n      },\n      {\n        \"@type\": \"ListItem\",\n        \"position\": 2,\n        \"name\": \"Tools\",\n        \"item\": \"https:\/\/biasbreak.com\/ar\/#tools\"\n      },\n      {\n        \"@type\": \"ListItem\",\n        \"position\": 3,\n        \"name\": \"Fake News Detector\",\n        \"item\": \"https:\/\/biasbreak.com\/ar\/fake-news-detector\/\"\n      }\n    ]\n  }\n]\n<\/script>\n--><\/p>\n<p><!-- ============================================================\n     \/research\/ PAGE \u2014 Create a new WordPress page at\n     biasbreak.com\/research\/ and paste the content below\n     ============================================================ --><\/p>\n<p><!--\nPAGE TITLE: BiasBreak Research & Methodology\nSLUG: \/research\/\nMETA DESCRIPTION: How BiasBreak's AI fake news detector works \u2014 model architecture, training approach, accuracy benchmarks, and known limitations. Full methodology transparency.\n--><\/p>\n<p><!--\n[START \/research\/ PAGE CONTENT]\n\n\n\n\n\n<h1>How BiasBreak Works \u2014 Research & Methodology<\/h1>\n\n\n\n\n\n\n\n\n\n<p><em>Last updated: May 2026<\/em><\/p>\n\n\n\n\n\n\n\n\n\n<p>BiasBreak is built on the principle that AI-powered media analysis should be transparent. This page documents the technical approach behind our fake news detector, including the model architecture, training methodology, known limitations, and our roadmap for accuracy improvement.<\/p>\n\n\n\n\n\n\n\n\n\n<h2>Model Architecture<\/h2>\n\n\n\n\n\n\n\n\n\n<p>BiasBreak's core engine uses a <strong>DistilBERT-based transformer model<\/strong> fine-tuned for multi-task classification. DistilBERT was chosen for its balance of performance and computational efficiency \u2014 it retains approximately 97% of BERT's language understanding capability at 60% of the size, making it suitable for real-time inference without requiring GPU infrastructure.<\/p>\n\n\n\n\n\n\n\n\n\n<p>Rather than running separate models for each analysis dimension, BiasBreak uses a <strong>Single Multi-Task Model (SMTM) approach<\/strong>, where a shared encoder processes the input text and produces outputs for multiple classification heads simultaneously. The current classification heads cover:<\/p>\n\n\n\n\n\n\n\n\n\n<ul>\n  \n\n\n\n<li>Authenticity classification (credible \/ potentially misleading \/ likely fabricated)<\/li>\n\n\n\n\n  \n\n\n\n<li>Political bias detection (left-leaning \/ centrist \/ right-leaning \/ non-political)<\/li>\n\n\n\n\n  \n\n\n\n<li>Emotional tone classification (neutral \/ mildly charged \/ highly charged)<\/li>\n\n\n\n\n  \n\n\n\n<li>Clickbait signal detection (present \/ absent)<\/li>\n\n\n\n\n<\/ul>\n\n\n\n\n\n\n\n\n\n<p>The Trust Score (0\u2013100) is a weighted composite of outputs from all four heads, calibrated against a validation set of labelled news articles.<\/p>\n\n\n\n\n\n\n\n\n\n<h2>Training Data<\/h2>\n\n\n\n\n\n\n\n\n\n<p>The model was trained and fine-tuned on a curated dataset of news articles drawn from sources with established credibility ratings, including:<\/p>\n\n\n\n\n\n\n\n\n\n<ul>\n  \n\n\n\n<li>Verified news outlets rated by independent media credibility organisations<\/li>\n\n\n\n\n  \n\n\n\n<li>Known misinformation sources identified in academic literature<\/li>\n\n\n\n\n  \n\n\n\n<li>Satire and opinion content labelled to avoid false positives<\/li>\n\n\n\n\n<\/ul>\n\n\n\n\n\n\n\n\n\n<p>Training data is English-language only in the current version. Multilingual support is a planned future development.<\/p>\n\n\n\n\n\n\n\n\n\n<h2>Known Limitations<\/h2>\n\n\n\n\n\n\n\n\n\n<p>We are committed to honest communication about what this tool can and cannot do.<\/p>\n\n\n\n\n\n\n\n\n\n<ul>\n  \n\n\n\n<li><strong>It is not a fact database.<\/strong> BiasBreak detects language and framing patterns associated with misinformation \u2014 it does not query a live database of verified facts. A factually accurate article written in sensationalist language may score lower than its content deserves.<\/li>\n\n\n\n\n  \n\n\n\n<li><strong>Satire can produce false positives.<\/strong> Satirical content often uses deliberately exaggerated or emotionally charged language and may receive a low Trust Score even when no deceptive intent exists. Context matters.<\/li>\n\n\n\n\n  \n\n\n\n<li><strong>It works best on English-language content.<\/strong> Accuracy drops significantly on translated or non-English text.<\/li>\n\n\n\n\n  \n\n\n\n<li><strong>It reflects training data biases.<\/strong> All machine learning models inherit characteristics of their training data. We actively work to identify and mitigate bias in our dataset and model outputs.<\/li>\n\n\n\n\n  \n\n\n\n<li><strong>It should not be the only check.<\/strong> For high-stakes decisions \u2014 medical, legal, financial, political \u2014 always cross-reference with professional sources and established fact-checking organisations.<\/li>\n\n\n\n\n<\/ul>\n\n\n\n\n\n\n\n\n\n<h2>Accuracy<\/h2>\n\n\n\n\n\n\n\n\n\n<p>We are in the process of formalising our accuracy benchmarking process. As we publish validated results, they will appear here. Our commitment is to publish precision, recall, and F1 scores on a held-out test set, broken down by content category.<\/p>\n\n\n\n\n\n\n\n\n\n<p>We believe publishing honest accuracy figures \u2014 including limitations and failure cases \u2014 builds more trust than vague claims of \"high accuracy.\"<\/p>\n\n\n\n\n\n\n\n\n\n<h2>Roadmap<\/h2>\n\n\n\n\n\n\n\n\n\n<ul>\n  \n\n\n\n<li>Formal accuracy benchmarking report (Q3 2026)<\/li>\n\n\n\n\n  \n\n\n\n<li>Social media post analysis support<\/li>\n\n\n\n\n  \n\n\n\n<li>Multilingual model (starting with Arabic and Urdu)<\/li>\n\n\n\n\n  \n\n\n\n<li>Source credibility database integration<\/li>\n\n\n\n\n  \n\n\n\n<li>API access for organisations and developers<\/li>\n\n\n\n\n<\/ul>\n\n\n\n\n\n\n\n\n\n<h2>Contact & Collaboration<\/h2>\n\n\n\n\n\n\n\n\n\n<p>If you are a researcher, journalist, or institution interested in collaborating on model evaluation, dataset contribution, or media literacy initiatives, please <a href=\"https:\/\/biasbreak.com\/ar\/contact-us\/\">get in touch<\/a>.<\/p>\n\n\n\n\n\n[END \/research\/ PAGE CONTENT]\n--><\/p>","protected":false},"excerpt":{"rendered":"<p>Last updated: May 2026 \u0628\u064f\u0646\u064a \u0628\u0648\u0627\u0633\u0637\u0629 \u0641\u0631\u064a\u0642 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0645\u0624\u0633\u064e\u0651\u0633 \u0639\u0644\u0649 \u0623\u0628\u062d\u0627\u062b \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0637\u0648\u064e\u0651\u0631 BiasBreak \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0639\u0627\u0631\u0641 \u0648\u0644\u064a\u060c \u0645\u0637\u0648\u0651\u0631 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062d\u0645\u0644 \u062f\u0631\u062c\u0629 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