{"id":2524,"date":"2025-06-28T19:19:26","date_gmt":"2025-06-28T19:19:26","guid":{"rendered":"https:\/\/www.uaefuture.org\/?p=2524"},"modified":"2025-06-28T19:19:26","modified_gmt":"2025-06-28T19:19:26","slug":"%d9%85%d9%86-%d8%a7%d9%84%d9%87%d9%84%d9%88%d8%b3%d8%a9-%d8%a5%d9%84%d9%89-%d8%a7%d9%84%d8%a3%d8%ac%d9%87%d8%b2%d8%a9-%d8%af%d8%b1%d9%88%d8%b3-%d9%85%d9%86-%d9%85%d8%b4%d8%b1%d9%88%d8%b9-%d8%b1%d8%a4","status":"publish","type":"post","link":"https:\/\/www.uaefuture.org\/?p=2524","title":{"rendered":"\u0645\u0646 \u0627\u0644\u0647\u0644\u0648\u0633\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629: \u062f\u0631\u0648\u0633 \u0645\u0646 \u0645\u0634\u0631\u0648\u0639 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0630\u0647\u0628 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628"},"content":{"rendered":" \r\n<br><div>\n\t\t\t\t<div id=\"boilerplate_2682874\" class=\"post-boilerplate 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class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0647\u0644\u0648\u0633\u0629<\/strong>: \u0642\u062f \u064a\u062e\u062a\u0631\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0627\u0644\u0623\u0636\u0631\u0627\u0631 \u0627\u0644\u062a\u064a \u0644\u0645 \u062a\u0643\u0646 \u0645\u0648\u062c\u0648\u062f\u0629 \u0623\u0648 \u062a\u0633\u0645\u064a\u0629 \u0645\u0627 \u0643\u0627\u0646 \u064a\u0631\u0627\u0647.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0635\u0648\u0631\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647<\/strong>: \u0644\u0645 \u064a\u0643\u0646 \u0644\u062f\u064a\u0647\u0627 \u0637\u0631\u064a\u0642\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 \u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062a\u064a \u0644\u0645 \u062a\u0643\u0646 \u062d\u062a\u0649 \u0623\u062c\u0647\u0632\u0629 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\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0628\u062a\u062d\u0645\u064a\u0644 \u062c\u0645\u064a\u0639 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062a\u064a \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 \u0627\u0644\u062d\u0627\u062f\u0629 \u0648\u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0625\u0644\u0649 \u0627\u0644\u0636\u0628\u0627\u0628\u064a\u0629. \u0647\u0630\u0627 \u062f\u0641\u0639\u0646\u0627 \u0625\u0644\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 <a href=\"https:\/\/arxiv.org\/abs\/1604.04004\" target=\"_blank\" rel=\"noreferrer noopener\">\u0628\u062d\u062b<\/a> \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u062b\u064a\u0631 \u062f\u0642\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/p>\n\n\n\n<p>\u0642\u0645\u0646\u0627 \u0628\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629. \u0643\u0627\u0646\u062a \u0627\u0644\u0641\u0643\u0631\u0629 \u0647\u064a \u062c\u0639\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0635\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062a\u064a \u0633\u062a\u0648\u0627\u062c\u0647\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0648\u0642\u062f \u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u060c \u0644\u0643\u0646 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u062a\u0645\u062b\u0644\u0629 \u0641\u064a \u0627\u0644\u0647\u0644\u0648\u0633\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647\u0627 \u0627\u0633\u062a\u0645\u0631\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-multimodal-detour-text-only-llm-goes-multimodal\">The Multimodal Detour: Textual content-Solely LLM \u064a\u0630\u0647\u0628 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/h2>\n\n\n\n<p>\u0628\u062a\u0634\u062c\u064a\u0639 \u0645\u0646 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0641\u064a \u0627\u0644\u062c\u0645\u0639 <em><a href=\"https:\/\/www.deeplearning.ai\/the-batch\/issue-298\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0644\u062f\u0641\u0639\u0629<\/a><\/em>\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u062b\u0645 \u062a\u0641\u0633\u064a\u0631\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0629 \u060c \u0642\u0631\u0631\u0646\u0627 \u062a\u062c\u0631\u0628\u062a\u0647\u0627.<\/p>\n\n\n\n<p>\u0625\u0644\u064a\u0643 \u0643\u064a\u0641 \u062a\u0639\u0645\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0628\u062f\u0623 LLM \u0628\u062a\u0648\u0644\u064a\u062f \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0645\u0643\u0646\u0629 \u0644\u0635\u0648\u0631\u0629. <\/li>\n\n\n\n<li>\u0646\u0645\u0648\u0630\u062c \u0622\u062e\u0631 \u060c \u064a\u0633\u0645\u0649 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u060c \u064a\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u062f\u0649 \u0645\u0644\u0627\u0621\u0645\u0629 \u0643\u0644 \u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u0629. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u060c \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 Siglip \u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u0627\u0644\u0646\u0635.<\/li>\n\n\n\n<li>\u064a\u062d\u062a\u0641\u0638 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0623\u0639\u0644\u0649 \u0639\u062f\u062f \u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u062c\u0627\u062a.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 LLM \u062a\u0644\u0643 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0639\u0644\u064a\u0627 \u0644\u0643\u062a\u0627\u0628\u0629 \u062a\u0644\u0643 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u060c \u0641\u064a \u0645\u062d\u0627\u0648\u0644\u0629 \u0644\u0644\u0627\u0642\u062a\u0631\u0627\u0628 \u0645\u0645\u0627 \u062a\u0638\u0647\u0631\u0647 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0644\u0641\u0639\u0644.<\/li>\n\n\n\n<li>\u064a\u0643\u0631\u0631 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u062d\u062a\u0649 \u062a\u062a\u0648\u0642\u0641 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0646 \u0627\u0644\u062a\u062d\u0633\u0646 \u060c \u0623\u0648 \u062a\u0636\u0631\u0628 \u062d\u062f \u0645\u062d\u062f\u062f.<\/li>\n<\/ul>\n\n\n\n<p>\u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0630\u0643\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u060c \u0642\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0645\u0634\u0627\u0643\u0644 \u062c\u062f\u064a\u062f\u0629 \u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u062f\u064a\u0646\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0647\u0644\u0648\u0633\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629<\/strong>: \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0623\u0636\u0631\u0627\u0631\u064b\u0627 \u0648\u0647\u0645\u064a\u0629 \u060c \u0648\u0627\u0644\u062a\u064a \u0623\u0628\u0644\u063a\u062a LLM \u0628\u062b\u0642\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u063a\u0637\u064a\u0629 \u063a\u064a\u0631 \u0645\u0643\u062a\u0645\u0644\u0629<\/strong>: \u062d\u062a\u0649 \u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u060c \u062a\u0645 \u062a\u0641\u0648\u064a\u062a \u0628\u0639\u0636 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n\n\n\n<li><strong>\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u060c \u0641\u0627\u0626\u062f\u0629 \u0636\u0626\u064a\u0644\u0629<\/strong>: \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0645\u0636\u0627\u0641\u0629 \u062c\u0639\u0644\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u062f\u0648\u0646 \u0623\u0646 \u064a\u062a\u0641\u0648\u0642 \u0628\u0634\u0643\u0644 \u0645\u0648\u062b\u0648\u0642 \u0639\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0633\u0627\u0628\u0642.<\/li>\n<\/ul>\n\n\n\n<p>\u0644\u0642\u062f \u0643\u0627\u0646\u062a \u062a\u062c\u0631\u0628\u0629 \u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u060c \u0648\u0644\u0643\u0646 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0644\u064a\u0633\u062a \u062d\u0644.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-a-creative-use-of-agentic-frameworks\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0628\u062f\u0627\u0639\u064a \u0644\u0644\u0623\u0637\u0631 \u0639\u0645\u0644<\/h2>\n\n\n\n<p>\u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0647\u064a \u0646\u0642\u0637\u0629 \u0627\u0644\u062a\u062d\u0648\u0644. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062a\u0633\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629 \u0644\u062a\u0646\u0633\u064a\u0642 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0645\u0647\u0627\u0645 (\u0623\u0639\u062a\u0642\u062f \u0623\u0646 \u0648\u0643\u0644\u0627\u0621 \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u062a\u0642\u0648\u064a\u0645 \u0623\u0648 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621) \u060c \u062a\u0633\u0627\u0621\u0644\u0646\u0627 \u0639\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062a\u062d\u0637\u064a\u0645 \u0645\u0647\u0645\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u0623\u0635\u063a\u0631 \u060c <a href=\"https:\/\/venturebeat.com\/ai\/agent-based-computing-is-outgrowing-the-web-as-we-know-it\/\">\u0648\u0643\u0644\u0627\u0621 \u0645\u062a\u062e\u0635\u0635\u064a\u0646<\/a> \u0642\u062f \u064a\u0633\u0627\u0639\u062f.<\/p>\n\n\n\n<p>\u0644\u0642\u062f \u0642\u0645\u0646\u0627 \u0628\u0628\u0646\u0627\u0621 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0646\u0638\u0645 \u0645\u062b\u0644 \u0647\u0630\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0643\u064a\u0644 Orchestrator<\/strong>: \u0641\u062d\u0635 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0643\u0627\u0646\u062a \u0645\u0631\u0626\u064a\u0629 (\u0627\u0644\u0634\u0627\u0634\u0629 \u060c \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u060c \u0627\u0644\u0647\u064a\u0643\u0644 \u060c \u0627\u0644\u0645\u0646\u0627\u0641\u0630).<\/li>\n\n\n\n<li><strong>\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a<\/strong>: \u0642\u0627\u0645 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0628\u062a\u0641\u062a\u064a\u0634 \u0643\u0644 \u0645\u0643\u0648\u0646 \u0644\u0623\u0646\u0648\u0627\u0639 \u0623\u0636\u0631\u0627\u0631 \u0645\u062d\u062f\u062f\u0629 \u061b \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u060c \u0648\u0627\u062d\u062f\u0629 \u0644\u0644\u0634\u0627\u0634\u0627\u062a \u0627\u0644\u0645\u062a\u0635\u062f\u0639 \u060c \u0648\u0627\u0644\u0622\u062e\u0631 \u0644\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629.<\/li>\n\n\n\n<li><strong>\u0639\u0627\u0645\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u063a\u064a\u0631 \u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647<\/strong>: \u062a\u0645 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0648\u0643\u064a\u0644 \u0645\u0646\u0641\u0635\u0644 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0635\u0648\u0631\u0629 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u062d\u0645\u0648\u0644 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0645 \u0627\u0644\u0623\u0648\u0644.<\/li>\n<\/ul>\n\n\n\n<p>\u0623\u0646\u062a\u062c \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0645 \u0646\u062a\u0627\u0626\u062c \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631. \u0627\u0646\u062e\u0641\u0636\u062a \u0627\u0644\u0647\u0644\u0648\u0633\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u060c \u062a\u0645 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0648\u062b\u0648\u0642 \u0648\u0643\u0627\u0646\u062a \u0645\u0647\u0645\u0629 \u0643\u0644 \u0648\u0643\u064a\u0644 \u0628\u0633\u064a\u0637\u0629 \u0648\u062a\u0631\u0643\u0632 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-blind-spots-trade-offs-of-an-agentic-approach\">\u0627\u0644\u0628\u0642\u0639 \u0627\u0644\u0639\u0645\u064a\u0627\u0621: \u0645\u0642\u0627\u064a\u0636\u0627\u062a \u0646\u0647\u062c \u0627\u0644\u0648\u0643\u064a\u0644<\/h2>\n\n\n\n<p>\u0628\u0646\u0641\u0633 \u0627\u0644\u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u060c \u0644\u0645 \u064a\u0643\u0646 \u0645\u062b\u0627\u0644\u064a\u064b\u0627. \u0638\u0647\u0631\u062a \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0645\u0648\u0646<\/strong>: \u062a\u0634\u063a\u064a\u0644 \u0639\u0648\u0627\u0645\u0644 \u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u062a\u0645\u062a \u0625\u0636\u0627\u0641\u062a\u0647\u0627 \u0625\u0644\u0649 \u0625\u062c\u0645\u0627\u0644\u064a \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644.<\/li>\n\n\n\n<li><strong>\u0641\u062c\u0648\u0627\u062a \u0627\u0644\u062a\u063a\u0637\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u0642\u0637 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645\u062a \u0628\u0631\u0645\u062c\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u0631\u064a\u062d \u0644\u0644\u0628\u062d\u062b \u0639\u0646\u0647\u0627. \u0625\u0630\u0627 \u0623\u0638\u0647\u0631\u062a \u0635\u0648\u0631\u0629 \u0634\u064a\u0626\u064b\u0627 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639 \u0623\u0646\u0647 \u0644\u0645 \u064a\u062a\u0645 \u062a\u0643\u0644\u064a\u0641 \u0623\u064a \u0639\u0627\u0645\u0644 \u0628\u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u060c \u0641\u0633\u064a\u0643\u0648\u0646 \u0630\u0644\u0643 \u062f\u0648\u0646 \u0623\u0646 \u064a\u0644\u0627\u062d\u0638\u0647 \u0623\u062d\u062f.<\/li>\n<\/ul>\n\n\n\n<p>\u0643\u0646\u0627 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 \u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u062f\u0642\u0629 \u0645\u0639 \u0627\u0644\u062a\u063a\u0637\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-hybrid-solution-combining-agentic-and-monolithic-approaches\">\u0627\u0644\u062d\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0637: \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u062a\u0631\u062c\u0645\u0629<\/h2>\n\n\n\n<p>\u0644\u0633\u062f \u0627\u0644\u0641\u062c\u0648\u0627\u062a \u060c \u0623\u0646\u0634\u0623\u0646\u0627 \u0646\u0638\u0627\u0645\u064b\u0627 \u0647\u062c\u064a\u0646\u064b\u0627:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0627\u0644 <strong>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0648\u0643\u064a\u0644<\/strong> \u0631\u0643\u0636 \u0623\u0648\u0644\u0627\u064b \u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062f\u0642\u064a\u0642 \u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0636\u0631\u0627\u0631 \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647\u0627. \u0644\u0642\u062f \u062d\u0635\u0631\u0646\u0627 \u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0625\u0644\u0649 \u0623\u0647\u0645 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0645\u0648\u0646.<\/li>\n\n\n\n<li>\u062b\u0645 \u060c \u0623 <strong>\u0645\u0648\u062c\u0647 \u0635\u0648\u0631\u0629 \u0645\u062a\u062c\u0627\u0646\u0633\u0629 LLM<\/strong> \u0645\u0633\u062d \u0635\u0648\u0631\u0629 \u0623\u064a \u0634\u064a\u0621 \u0622\u062e\u0631 \u0642\u062f \u0641\u0627\u062a\u0647 \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n\n\n\n<li>\u0648\u0623\u062e\u064a\u0631\u0627 \u060c \u0646\u062d\u0646 <strong>\u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong> \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0630\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u060c \u0645\u062b\u0644 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0636\u0631\u0631 \u0627\u0644\u0645\u0628\u0644\u063a \u0639\u0646\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u060c \u0644\u0632\u064a\u0627\u062f\u0629 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629.<\/li>\n<\/ol>\n\n\n\n<p>\u0644\u0642\u062f \u0623\u0639\u0637\u0627\u0646\u0627 \u0647\u0630\u0627 \u0627\u0644\u0645\u0632\u064a\u062c \u062f\u0642\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u060c \u0648\u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u062f\u0642\u064a\u0642 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-we-learned\">\u0645\u0627 \u062a\u0639\u0644\u0645\u0646\u0627\u0647<\/h2>\n\n\n\n<p>\u0623\u0635\u0628\u062d\u062a \u0628\u0639\u0636 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\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0634\u0643\u0644 \u0645\u0641\u064a\u062f \u0639\u0646\u062f \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0645\u0646\u0638\u0645\u0629.<\/li>\n\n\n\n<li><strong>\u0645\u0632\u062c \u0646\u0647\u062c \u0645\u062e\u062a\u0644\u0641\u0629 \u064a\u062f\u0642 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0648\u0627\u062d\u062f\u0629 \u0641\u0642\u0637<\/strong>: \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062f\u0642\u064a\u0642 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0648\u0643\u064a\u0644 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0644\u0640 LLMs \u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0636\u0628\u0637 \u062d\u064a\u062b \u0643\u0627\u0646 \u0627\u0644\u0623\u0645\u0631 \u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u060c \u0623\u0639\u0637\u0627\u0646\u0627 \u0646\u062a\u0627\u0626\u062c \u0623\u0643\u062b\u0631 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0623\u064a \u0637\u0631\u064a\u0642\u0629 \u0648\u0627\u062d\u062f\u0629 \u0628\u0645\u0641\u0631\u062f\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0639\u0631\u0636\u0629 \u0644\u0644\u0647\u0644\u0648\u0633\u0629<\/strong>: \u062d\u062a\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u0627\u064b \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0642\u0641\u0632 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u0623\u0648 \u0631\u0624\u064a\u0629 \u0623\u0634\u064a\u0627\u0621 \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f\u0629. \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0645\u0631 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0645\u062f\u0631\u0648\u0633 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0642\u064a\u062f \u0627\u0644\u0641\u062d\u0635.<\/li>\n\n\n\n<li><strong>\u062a\u0646\u0648\u0639 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u064a\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627<\/strong>: \u0633\u0627\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0639 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u0648\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0623\u0635\u0648\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u0642\u0627\u0621 \u0645\u0631\u0646\u064b\u0627 \u0639\u0646\u062f \u0645\u0648\u0627\u062c\u0647\u0629 \u0635\u0648\u0631 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n\n\n\n<li><strong>\u0623\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647\u0627<\/strong>: \u0643\u0627\u0646 \u0641\u062d\u0635 \u0645\u062e\u0635\u0635 \u0644\u0644\u0635\u0648\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647 \u0623\u0648 \u063a\u064a\u0631 \u0630\u064a \u0635\u0644\u0629 \u0623\u062d\u062f \u0623\u0628\u0633\u0637 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u062c\u0631\u064a\u0646\u0627\u0647\u0627 \u060c \u0648\u0643\u0627\u0646 \u0644\u0647\u0627 \u062a\u0623\u062b\u064a\u0631 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\">\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n\n\n\n<p>\u0645\u0627 \u0628\u062f\u0623 \u0643\u0641\u0643\u0631\u0629 \u0628\u0633\u064a\u0637\u0629 \u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0637\u0627\u0644\u0628\u0629 LLM \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0636\u0631\u0627\u0631 \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u060c \u0633\u0631\u0639\u0627\u0646 \u0645\u0627 \u062a\u062d\u0648\u0644\u062a \u0625\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0623\u0639\u0645\u0642 \u0628\u0643\u062b\u064a\u0631 \u0641\u064a \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u0649 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0648\u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629. \u0639\u0644\u0649 \u0637\u0648\u0644 \u0627\u0644\u0637\u0631\u064a\u0642 \u060c \u0623\u062f\u0631\u0643\u0646\u0627 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0643\u0627\u0646\u062a \u063a\u064a\u0631 \u0645\u0635\u0645\u0645\u0629 \u0623\u0635\u0644\u0627\u064b \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644.<\/p>\n\n\n\n<p>\u0623\u062b\u0628\u062a\u062a \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0639\u064a\u0626\u0629 \u060c \u0627\u0644\u062a\u064a \u064a\u064f\u0646\u0638\u0631 \u0625\u0644\u064a\u0647\u0627 \u063a\u0627\u0644\u0628\u064b\u0627 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u060c \u0641\u0639\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u0645\u062f\u0647\u0634 \u0639\u0646\u062f \u0625\u0639\u0627\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0636\u0631\u0627\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0648\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0635\u0648\u0631. \u0645\u0639 \u0627\u0644\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0625\u0628\u062f\u0627\u0639 \u060c \u0633\u0627\u0639\u062f\u0648\u0646\u0627 \u0641\u064a \u0628\u0646\u0627\u0621 \u0646\u0638\u0627\u0645 \u0644\u0645 \u064a\u0643\u0646 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0641\u062d\u0633\u0628 \u060c \u0628\u0644 \u0623\u0633\u0647\u0644 \u0641\u064a \u0627\u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\n\n\n<p><em>Shruti Tiwari \u0647\u0648 \u0645\u062f\u064a\u0631 \u0645\u0646\u062a\u062c AI \u0641\u064a Dell Applied sciences.<\/em><\/p>\n\n\n\n<p><em>Vadiraj Kulkarni \u0647\u0648 \u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a Dell Applied sciences.<\/em><\/p>\n<div id=\"boilerplate_2660155\" class=\"post-boilerplate boilerplate-after\"><div class=\"Boilerplate__newsletter-container vb\">\n<div class=\"Boilerplate__newsletter-main\">\n<p><strong>\u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u062d\u0648\u0644 \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u0639 VB \u064a\u0648\u0645\u064a\u0627<\/strong><\/p>\n<p class=\"copy\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0625\u0642\u0646\u0627\u0639 \u0631\u0626\u064a\u0633\u0643 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u060c \u0641\u0642\u062f \u063a\u0637\u064a\u062a VB Each day. \u0646\u0645\u0646\u062d\u0643 \u0627\u0644\u0633\u0628\u0642 \u0627\u0644\u0635\u062d\u0641\u064a \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0639\u0644\u0649 \u0645\u0627 \u062a\u0641\u0639\u0644\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u060c \u0645\u0646 \u0627\u0644\u062a\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u060c \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0631\u0624\u0649 \u0644\u0623\u0642\u0635\u0649 \u0639\u0627\u0626\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631.<\/p>\n<p class=\"Form__newsletter-legal\">\u0627\u0642\u0631\u0623 \u0644\u062f\u064a\u0646\u0627 <a href=\"https:\/\/venturebeat.com\/terms-of-service\/\">\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/a><\/p>\n<p class=\"Form__success\" id=\"boilerplateNewsletterConfirmation\">\n<p>\t\t\t\t\t\u0634\u0643\u0631\u0627 \u0644\u0644\u0627\u0634\u062a\u0631\u0627\u0643. \u062a\u062d\u0642\u0642 \u0623\u0643\u062b\u0631 <a href=\"https:\/\/venturebeat.com\/newsletters\/\">\u0627\u0644\u0646\u0634\u0631\u0627\u062a \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629 VB \u0647\u0646\u0627<\/a>.\n\t\t\t\t<\/p>\n<p class=\"Form__error\">\u062d\u062f\u062b \u062e\u0637\u0623.<\/p>\n<\/p><\/div>\n<div class=\"image-container\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/venturebeat.com\/wp-content\/themes\/vb-news\/brand\/img\/vb-daily-phone.png\" alt=\"\"\/>\n\t\t\t\t<\/div>\n<\/p><\/div>\n<\/div>\t\t\t<\/div>\r\n<br>","protected":false},"excerpt":{"rendered":"<p>\u0627\u0646\u0636\u0645 \u0625\u0644\u0649 \u0627\u0644\u062d\u062f\u062b \u0627\u0644\u0630\u064a \u064a\u062b\u0642 \u0628\u0647 \u0642\u0627\u062f\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646\u0630 \u0645\u0627 \u064a\u0642\u0631\u0628 \u0645\u0646 \u0639\u0642\u062f\u064a\u0646. \u064a\u062c\u0645\u0639 VB Rework \u0628\u064a\u0646 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0630\u064a\u0646 \u064a\u0642\u0648\u0645\u0648\u0646 \u0628\u0628\u0646\u0627\u0621 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 AI \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629. \u064a\u062a\u0639\u0644\u0645 \u0623\u0643\u062b\u0631 \u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u062a\u0633\u064a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u062a\u0645\u0627\u0645\u064b\u0627 \u0643\u0645\u0627 \u0647\u0648 \u0645\u062e\u0637\u0637 \u0644\u0647\u0627 \u060c \u0648\u0644\u0645 \u064a\u0643\u0646 \u0647\u0630\u0627 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621. \u0643\u0627\u0646\u062a \u0627\u0644\u0641\u0643\u0631\u0629 \u0628\u0633\u064a\u0637\u0629: \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0646\u0638\u0631 \u0625\u0644\u0649 \u0635\u0648\u0631\u0629 \u0644\u062c\u0647\u0627\u0632 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2526,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-2524","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/posts\/2524","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2524"}],"version-history":[{"count":1,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/posts\/2524\/revisions"}],"predecessor-version":[{"id":2525,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/posts\/2524\/revisions\/2525"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=\/wp\/v2\/media\/2526"}],"wp:attachment":[{"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2524"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2524"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.uaefuture.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}