{"id":2137,"date":"2026-10-18T14:31:54","date_gmt":"2026-10-18T12:31:54","guid":{"rendered":"https:\/\/www.magtv.tn\/?p=2137"},"modified":"2026-10-18T16:43:44","modified_gmt":"2026-10-18T14:43:44","slug":"magtech-ai-tounsi-kifech-yekhdem","status":"publish","type":"post","link":"https:\/\/www.magtv.tn\/?p=2137","title":{"rendered":"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0644\u062a\u0648\u0646\u0633\u064a: \u0643\u064a\u0641\u0627\u0634 \u064a\u062e\u062f\u0645 \u0648\u0639\u0644\u0627\u0634 \u064a\u0646\u062c\u0645 \u064a\u063a\u0644\u0637\u061f"},"content":{"rendered":"\r\n<p class=\"wp-block-paragraph\"><strong>MagTech \u2014 \u0627\u0644\u0645\u0642\u0627\u0644 01<\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u062a\u0637\u0644\u0628 \u0645\u0646 \u0645\u0633\u0627\u0639\u062f \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a 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\u0628\u0627\u0644\u062a\u0648\u0646\u0633\u064a \u0648\u0628\u0623\u0645\u062b\u0644\u0629 \u0642\u0631\u064a\u0628\u0629 \u0645\u0646 \u062d\u064a\u0627\u062a\u0646\u0627.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641\u0627\u0634 \u064a\u0631\u0643\u0651\u0628 \u0627\u0644\u0643\u0644\u0627\u0645\u061f<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0623\u0634\u0647\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u064a\u0648\u0645 \u00ab\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u00bb\u060c \u0648\u0627\u062e\u062a\u0635\u0627\u0631\u0647\u0627 LLM. \u062a\u062a\u062f\u0631\u0651\u0628 \u0639\u0644\u0649 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u062a\u0639\u0644\u0645 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0644\u063a\u0629 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\u0639\u0644\u0627\u0634 \u0627\u0644\u0623\u062f\u0627\u0629 \u062a\u0646\u062c\u0645 \u062a\u0643\u062a\u0628 \u0641\u0642\u0631\u0629 \u062c\u062f\u064a\u062f\u0629 \u0648\u062a\u0628\u062f\u0651\u0644 \u0623\u0633\u0644\u0648\u0628\u0647\u0627 \u062d\u0633\u0628 \u0637\u0644\u0628\u0643. \u0648\u062a\u0641\u0633\u0651\u0631 \u0648\u062b\u0627\u0626\u0642 Google \u0632\u0627\u062f\u0629 \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0646\u062c\u0645 \u062a\u0646\u062a\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u063a\u0627\u0644\u0637\u0629 \u0623\u0648 \u0645\u0646\u062d\u0627\u0632\u0629. <a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/llm\/transformers\">\u0627\u0644\u0645\u0635\u062f\u0631: Google\u060c \u0645\u062f\u062e\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/a>.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u0639\u0644\u0627\u0634 \u064a\u0646\u062c\u0645 \u064a\u062c\u0627\u0648\u0628 \u0628\u062b\u0642\u0629 \u0648\u064a\u063a\u0644\u0637\u061f<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u062c\u0648\u0627\u0628 \u0648\u0637\u0644\u0627\u0642\u0629 \u0644\u063a\u062a\u0647 \u0645\u0627 \u064a\u0643\u0641\u064a\u0648\u0634 \u0628\u0627\u0634 \u0646\u062b\u0628\u062a\u0648\u0627 \u0635\u062d\u062a\u0647. \u0627\u0644\u0623\u062f\u0627\u0629 \u062a\u0646\u062c\u0645 \u062a\u0648\u0644\u0651\u062f \u0627\u0633\u0645\u064b\u0627 \u0623\u0648 \u0631\u0642\u0645\u064b\u0627 \u0623\u0648 \u0645\u0631\u062c\u0639\u064b\u0627 \u064a\u0628\u062f\u0648 \u0645\u0639\u0642\u0648\u0644\u064b\u0627 \u0648\u0647\u0648 \u063a\u064a\u0631 \u0635\u062d\u064a\u062d\u061b \u0647\u0630\u0627 \u0627\u0644\u0644\u064a \u064a\u0633\u0645\u0651\u064a\u0648\u0647 \u00ab\u0647\u0644\u0648\u0633\u0629\u00bb. \u0648\u062c\u0648\u062f \u0631\u0648\u0627\u0628\u0637 \u0641\u064a \u0627\u0644\u062c\u0648\u0627\u0628 \u0632\u0627\u062f\u0629 \u064a\u0633\u062a\u062d\u0642 \u0645\u0631\u0627\u062c\u0639\u0629: \u0627\u0641\u062a\u062d \u0627\u0644\u0645\u0631\u062c\u0639\u060c \u0648\u0627\u0642\u0631\u0623 \u0634\u0646\u0648\u0651\u0629 \u064a\u0642\u0648\u0644\u060c \u0648\u062b\u0628\u062a \u062a\u0627\u0631\u064a\u062e\u0647.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u0645\u062b\u0627\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0645\u0646 \u0625\u0639\u062f\u0627\u062f MagTech:<\/strong> \u062a\u062e\u064a\u0651\u0644 \u062c\u0645\u0639\u064a\u0629 \u062a\u062d\u0636\u0651\u0631 \u0644\u0642\u0627\u0621\u064b \u0648\u062a\u0637\u0644\u0628 \u0645\u0646 \u0645\u0633\u0627\u0639\u062f \u0631\u0642\u0645\u064a \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0642\u0627\u0639\u0629 \u0648\u0645\u0648\u0639\u062f \u0627\u0644\u0646\u0634\u0627\u0637. \u0625\u0630\u0627 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0627 \u062a\u0648\u0641\u0651\u0631\u062a\u0644\u0648\u0634\u060c \u062c\u0648\u0627\u0628 \u0645\u0631\u062a\u0628 \u0641\u064a\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0633\u0627\u0639\u0629 \u064a\u0628\u0642\u0649 \u0645\u062d\u062a\u0627\u062c \u062a\u062b\u0628\u0651\u062a. \u0627\u0644\u0623\u062d\u0633\u0646 \u0646\u0639\u0637\u064a\u0648\u0647 \u0627\u0644\u0645\u0639\u0637\u064a\u0627\u062a \u0627\u0644\u0645\u0624\u0643\u062f\u0629 \u0648\u0646\u0637\u0644\u0628\u0648\u0627 \u0645\u0646\u0647 \u064a\u0635\u064a\u063a \u0627\u0644\u0625\u0639\u0644\u0627\u0646 \u0639\u0644\u064a\u0647\u0627\u060c \u0648\u0646\u0631\u0627\u062c\u0639\u0648\u0627 \u0627\u0644\u0646\u0633\u062e\u0629 \u0642\u0628\u0644 \u0646\u0634\u0631\u0647\u0627.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u0637\u0644\u0628 \u0648\u0627\u0636\u062d \u064a\u0639\u0637\u064a\u0643 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0623\u062d\u0633\u0646<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u0633\u0645\u0651\u064a \u0627\u0644\u0645\u0647\u0645\u0629\u060c \u0634\u0643\u0648\u0646 \u0628\u0627\u0634 \u064a\u0642\u0631\u0623 \u0627\u0644\u0646\u0635\u060c \u0648\u0627\u0644\u0645\u0639\u0637\u064a\u0627\u062a \u0627\u0644\u0644\u064a \u064a\u0644\u0632\u0645 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627. \u0648\u062b\u0627\u0626\u0642 Google \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u062a\u0646\u0635\u062d \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0648\u0627\u0644\u0647\u062f\u0641 \u0648\u0627\u0644\u0642\u064a\u0648\u062f\u060c \u062b\u0645 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627. <a href=\"https:\/\/developers.google.com\/tech-writing\/two\/llms\">\u0627\u0644\u0645\u0635\u062f\u0631: \u0627\u0633\u062a\u0639\u0645\u0627\u0644 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\u0628\u0627\u0644\u0623\u0635\u0644.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u0648\u0627\u0644\u0645\u0639\u0637\u064a\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629\u061f<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0646 \u0645\u0628\u0627\u062f\u0626 \u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u064a\u0648\u0646\u0633\u0643\u0648 \u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0642\u0628\u0644 \u0631\u0641\u0639 \u0648\u062b\u064a\u0642\u0629\u060c \u0631\u0627\u062c\u0639 \u0634\u0646\u0648\u0651\u0629 \u0641\u064a\u0647\u0627 \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0629. \u0648\u0641\u064a \u0627\u0644\u062a\u0645\u0627\u0631\u064a\u0646 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0627\u0633\u062a\u0639\u0645\u0644 \u0623\u0633\u0645\u0627\u0621 \u0648\u0623\u0631\u0642\u0627\u0645\u064b\u0627 \u0648\u0647\u0645\u064a\u0629 \u0648\u0639\u0648\u0651\u0636 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0627\u0644\u0644\u064a \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647\u0627\u0634 \u0627\u0644\u0645\u0647\u0645\u0629. <a href=\"https:\/\/www.unesco.org\/en\/artificial-intelligence\/recommendation-ethics\">\u0627\u0644\u0645\u0635\u062f\u0631: \u0627\u0644\u064a\u0648\u0646\u0633\u0643\u0648\u060c \u062a\u0648\u0635\u064a\u0629 \u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u064a\u0647\u0645\u0651\u0646\u0627 \u0632\u0627\u062f\u0629 \u0645\u0646 \u0632\u0627\u0648\u064a\u0629 \u0627\u0644\u0639\u062f\u0627\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629: \u0634\u0643\u0648\u0646 \u064a\u0644\u0642\u0649 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0634 \u064a\u0633\u062a\u0641\u064a\u062f\u061f \u0648\u0634\u0643\u0648\u0646 \u064a\u062a\u062d\u0645\u0651\u0644 \u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0642\u0631\u0627\u0631 \u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u062c\u0648\u0627\u0628 \u0622\u0644\u064a\u061f \u0627\u0644\u064a\u0648\u0646\u0633\u0643\u0648 \u062a\u0631\u0628\u0637 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0644\u0625\u0646\u0635\u0627\u0641\u060c \u0648\u0639\u062f\u0645 \u0627\u0644\u062a\u0645\u064a\u064a\u0632\u060c \u0648\u0628\u0642\u0627\u0621 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u0625\u0646\u0633\u0627\u0646. \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0647\u0627\u0630\u064a \u0628\u0627\u0634 \u062a\u0631\u0627\u0641\u0642 \u0627\u0644\u0633\u0644\u0633\u0644\u0629 \u0645\u0639 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u062c\u0631\u0651\u0628\u0647\u0627 \u062a\u0648\u0651\u0629<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u0627\u0643\u062a\u0628 \u0623\u0631\u0628\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0647\u0645\u064a\u0629 \u0639\u0646 \u0644\u0642\u0627\u0621: \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u060c \u0627\u0644\u0646\u0647\u0627\u0631\u060c \u0627\u0644\u0633\u0627\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u0627\u0646. \u0627\u0637\u0644\u0628 \u0625\u0639\u0644\u0627\u0646\u064b\u0627 \u0642\u0635\u064a\u0631\u064b\u0627\u060c \u062b\u0645 \u0639\u0644\u0651\u0645 \u0639\u0644\u0649 \u0643\u0644 \u0645\u0639\u0644\u0648\u0645\u0629 \u0632\u0627\u062f\u062a\u0647\u0627 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u0646 \u063a\u064a\u0631 \u0633\u0646\u062f. \u0647\u0643\u0651\u0627 \u062a\u0628\u062f\u0623 \u062a\u0628\u0646\u064a \u0639\u0627\u062f\u0629 \u0645\u0641\u064a\u062f\u0629: \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0644\u0635\u064a\u0627\u063a\u0629\u060c \u0648\u062a\u062e\u0644\u064a \u0627\u0644\u062a\u062b\u0628\u0651\u062a \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u062e\u062f\u0645\u062a\u0643.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u0627\u0643\u062a\u0634\u0641 \u0632\u0627\u062f\u0629 <a href=\"https:\/\/www.magtv.tn\/?page_id=1850\">\u0628\u0631\u0627\u0645\u062c MAG TV<\/a>. \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u0635\u0627\u062f\u0631: 18 \u0623\u0643\u062a\u0648\u0628\u0631 2026.<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>\u0643\u064a\u0641\u0627\u0634 \u064a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0648\u0639\u0644\u0627\u0634 \u064a\u0646\u062c\u0645 \u064a\u063a\u0644\u0637\u061f MagTech \u062a\u0641\u0633\u0651\u0631 \u0628\u0627\u0644\u062a\u0648\u0646\u0633\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629\u060c \u0627\u0644\u062a\u062b\u0628\u0651\u062a \u0645\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u0639\u0637\u064a\u0627\u062a\u060c \u0645\u0639 \u062a\u0645\u0631\u064a\u0646 \u0628\u0633\u064a\u0637.<\/p>\n","protected":false},"author":1,"featured_media":1487,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"_joinchat":[],"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[20],"tags":[588,589,177],"class_list":["post-2137","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tie-tech","tag-magtech","tag-589","tag-177"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- 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