{"id":1382,"date":"2025-11-30T16:56:05","date_gmt":"2025-11-30T13:26:05","guid":{"rendered":"https:\/\/newads.digital\/blog\/?p=1382"},"modified":"2025-11-30T17:05:48","modified_gmt":"2025-11-30T13:35:48","slug":"ai-investment-bubble","status":"publish","type":"post","link":"https:\/\/newads.digital\/blog\/ai-investment-bubble\/","title":{"rendered":"AI \u062f\u0631 \u0622\u0633\u062a\u0627\u0646\u0647 \u062d\u0628\u0627\u0628\u061f \u0628\u0631\u0631\u0633\u06cc \u0648\u0627\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 ez-toc-wrap-right counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor: pointer\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/newads.digital\/blog\/ai-investment-bubble\/#%DB%B1_%D9%84%D8%A7%DB%8C%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C_AI_%E2%80%94_%D8%AC%D8%A7%DB%8C%DB%8C_%DA%A9%D9%87_%D8%A8%D8%B1%D8%AE%D9%84%D8%A7%D9%81_%D8%AA%D8%B5%D9%88%D8%B1%D8%8C_%D9%87%D9%86%D9%88%D8%B2_%DA%A9%D9%85%E2%80%8C%D8%B3%D8%B1%D9%85%D8%A7%DB%8C%D9%87%E2%80%8C%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87\" title=\"\u06f1. \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u2014 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u062e\u0644\u0627\u0641 \u062a\u0635\u0648\u0631\u060c \u0647\u0646\u0648\u0632 \u06a9\u0645\u200c\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647\">\u06f1. \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u2014 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u062e\u0644\u0627\u0641 \u062a\u0635\u0648\u0631\u060c \u0647\u0646\u0648\u0632 \u06a9\u0645\u200c\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/newads.digital\/blog\/ai-investment-bubble\/#%DB%B2_%D8%B2%DB%8C%D8%B1%D8%B3%D8%A7%D8%AE%D8%AA_%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%94_%D8%AA%D9%82%D8%A7%D8%B6%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A7%D8%B2_%D8%B8%D8%B1%D9%81%DB%8C%D8%AA_%D8%A7%D8%B3%D8%AA\" title=\"\u06f2. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u2014 \u062a\u0642\u0627\u0636\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0638\u0631\u0641\u06cc\u062a \u0627\u0633\u062a\">\u06f2. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u2014 \u062a\u0642\u0627\u0636\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0638\u0631\u0641\u06cc\u062a \u0627\u0633\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/newads.digital\/blog\/ai-investment-bubble\/#%DB%B3_%D8%B2%DB%8C%D8%B1%D8%B3%D8%A7%D8%AE%D8%AA_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B2%D8%B1%DA%AF_%E2%80%94_%D9%BE%D8%B1%D8%B1%DB%8C%D8%B3%DA%A9%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%D8%A8%D8%AE%D8%B4_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1\" title=\"\u06f3. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u2014 \u067e\u0631\u0631\u06cc\u0633\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0627\u0632\u0627\u0631\">\u06f3. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u2014 \u067e\u0631\u0631\u06cc\u0633\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0627\u0632\u0627\u0631<\/a><\/li><\/ul><\/nav><\/div>\n<p style=\"text-align: justify;\" data-start=\"332\" data-end=\"641\">\u062f\u0631 \u0633\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0627\u0639\u062f\u0627\u062f \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af\u06cc \u0648\u0627\u0631\u062f \u0635\u0646\u0639\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u061b \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u06f1.\u06f4 \u062a\u0631\u06cc\u0644\u06cc\u0648\u0646 \u062f\u0644\u0627\u0631\u06cc OpenAI \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0627\u0631\u0632\u0634 \u0628\u0627\u0632\u0627\u0631 \u0627\u0646\u0648\u06cc\u062f\u06cc\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u062a\u06cc \u0627\u0632 \u06f5 \u062a\u0631\u06cc\u0644\u06cc\u0648\u0646 \u062f\u0644\u0627\u0631 \u0647\u0645 \u0639\u0628\u0648\u0631 \u06a9\u0631\u062f.<br data-start=\"526\" data-end=\"529\" \/>\u0637\u0628\u06cc\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u062f\u06cc\u062f\u0646 \u0686\u0646\u06cc\u0646 \u0627\u0631\u0642\u0627\u0645\u06cc\u060c \u062e\u06cc\u0644\u06cc\u200c\u0647\u0627 \u0628\u067e\u0631\u0633\u0646\u062f:<br data-start=\"578\" data-end=\"581\" \/><strong data-start=\"581\" data-end=\"641\">\u00ab\u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0631\u0634\u062f \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a \u06cc\u0627 \u062f\u0627\u0631\u06cc\u0645 \u0628\u0647 \u0633\u0645\u062a \u06cc\u06a9 \u062d\u0628\u0627\u0628 \u0645\u06cc\u200c\u0631\u0648\u06cc\u0645\u061f\u00bb<\/strong><\/p>\n<p style=\"text-align: justify;\" data-start=\"643\" data-end=\"794\">\u0627\u0645\u0627 \u0648\u0627\u0642\u0639\u06cc\u062a \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u06a9 \u0628\u062e\u0634 \u0648\u0627\u062d\u062f \u0646\u06cc\u0633\u062a.<br data-start=\"693\" data-end=\"696\" \/>\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0647\u0627 \u062f\u0631 <strong data-start=\"715\" data-end=\"740\">\u0633\u0647 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0641\u0627\u0648\u062a<\/strong> \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u0631\u062f \u0648 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0631\u0641\u062a\u0627\u0631 \u0645\u0646\u062d\u0635\u0631\u200c\u0628\u0647\u200c\u0641\u0631\u062f \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"796\" data-end=\"903\">\n<li data-start=\"796\" data-end=\"831\">\n<p data-start=\"798\" data-end=\"831\">\u0644\u0627\u06cc\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f (Application Layer)<\/p>\n<\/li>\n<li data-start=\"832\" data-end=\"863\">\n<p data-start=\"834\" data-end=\"863\">\u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c (Inference)<\/p>\n<\/li>\n<li data-start=\"864\" data-end=\"903\">\n<p data-start=\"866\" data-end=\"903\">\u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af (Training)<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"905\" data-end=\"971\">\u0628\u0631\u0627\u06cc \u0641\u0647\u0645 \u0627\u06cc\u0646\u06a9\u0647 \u201c\u062d\u0628\u0627\u0628\u201d \u0647\u0633\u062a \u06cc\u0627 \u0646\u0647\u060c \u0628\u0627\u06cc\u062f \u0647\u0631 \u0633\u0647 \u0631\u0627 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"978\" data-end=\"1051\"><span class=\"ez-toc-section\" id=\"%DB%B1_%D9%84%D8%A7%DB%8C%D9%87_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C_AI_%E2%80%94_%D8%AC%D8%A7%DB%8C%DB%8C_%DA%A9%D9%87_%D8%A8%D8%B1%D8%AE%D9%84%D8%A7%D9%81_%D8%AA%D8%B5%D9%88%D8%B1%D8%8C_%D9%87%D9%86%D9%88%D8%B2_%DA%A9%D9%85%E2%80%8C%D8%B3%D8%B1%D9%85%D8%A7%DB%8C%D9%87%E2%80%8C%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B4%D8%AF%D9%87\"><\/span><strong data-start=\"981\" data-end=\"1051\">\u06f1. \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u2014 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u062e\u0644\u0627\u0641 \u062a\u0635\u0648\u0631\u060c \u0647\u0646\u0648\u0632 \u06a9\u0645\u200c\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\" data-start=\"1053\" data-end=\"1204\">\u0628\u0627 \u0648\u062c\u0648\u062f \u062a\u0645\u0627\u0645 \u0633\u0631\u0648\u0635\u062f\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 GPU\u0647\u0627\u060c \u0628\u062e\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u0640\u0640 \u06cc\u0639\u0646\u06cc \u0647\u0645\u0627\u0646 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0640\u0640 \u0647\u0646\u0648\u0632 \u0622\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0633\u0631\u0645\u0627\u06cc\u0647 \u062c\u0630\u0628 \u0646\u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1206\" data-end=\"1225\">\u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"1227\" data-end=\"1473\">\n<li data-start=\"1227\" data-end=\"1289\">\n<p data-start=\"1229\" data-end=\"1289\">\u0627\u0631\u0632\u0634 \u0627\u0635\u0644\u06cc AI <strong data-start=\"1242\" data-end=\"1260\">\u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627<\/strong> \u062e\u0644\u0642 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0646\u0647 \u0641\u0642\u0637 \u0645\u062f\u0644\u200c\u0647\u0627.<\/p>\n<\/li>\n<li data-start=\"1290\" data-end=\"1357\">\n<p data-start=\"1292\" data-end=\"1357\">\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0647\u0632\u06cc\u0646\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u062c\u0628\u0631\u0627\u0646 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li data-start=\"1358\" data-end=\"1473\">\n<p data-start=\"1360\" data-end=\"1473\">\u0628\u06cc\u0634\u062a\u0631 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u062a\u0627\u0632\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634 \u062c\u0631\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u00ab\u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631\u00bb \u0647\u0633\u062a\u0646\u062f \u0648 \u0647\u0646\u0648\u0632 \u062e\u06cc\u0644\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u0647\u0645 \u0633\u0627\u062e\u062a\u0647 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"1475\" data-end=\"1703\">\u0628\u062e\u0634\u06cc \u0627\u0632 \u06a9\u0645\u200c\u062a\u0648\u062c\u0647\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u00ab\u0628\u0631\u0646\u062f\u0647\u200c\u0647\u0627\u00bb \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627 \u0633\u062e\u062a \u0627\u0633\u062a.<br data-start=\"1564\" data-end=\"1567\" \/>\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u0627\u0646 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0628\u0647 \u062c\u0627\u06cc \u0627\u06cc\u0646\u200c\u06a9\u0647 \u0631\u0648\u06cc \u06f1\u06f0 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0645\u062e\u062a\u0644\u0641 \u0634\u0631\u0637 \u0628\u0628\u0646\u062f\u0646\u062f\u060c \u06cc\u06a9\u200c\u0634\u0628\u0647 \u0631\u0648\u06cc \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u06cc \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u0646\u062f \u06a9\u0647 \u0641\u0631\u0645\u0648\u0644\u0634 \u0648\u0627\u0636\u062d\u200c\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1705\" data-end=\"1792\"><strong data-start=\"1705\" data-end=\"1792\">\u0627\u0645\u0627 \u062f\u0631 \u0639\u0645\u0644\u060c \u0644\u0627\u06cc\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0647\u0645\u0627\u0646 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0648\u062c \u0628\u0639\u062f\u06cc \u0627\u0631\u0632\u0634\u200c\u0633\u0627\u0632\u06cc AI \u0627\u062a\u0641\u0627\u0642 \u062e\u0648\u0627\u0647\u062f \u0627\u0641\u062a\u0627\u062f.<\/strong><\/p>\n<p data-start=\"1705\" data-end=\"1792\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1383 aligncenter\" src=\"https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble.webp\" alt=\"\u062d\u0628\u0627\u0628 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\" width=\"1792\" height=\"1024\" srcset=\"https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble.webp 1792w, https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble-300x171.webp 300w, https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble-1024x585.webp 1024w, https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble-768x439.webp 768w, https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble-1536x878.webp 1536w, https:\/\/newads.digital\/blog\/wp-content\/uploads\/2025\/11\/Is-there-an-AI-bubble-150x86.webp 150w\" sizes=\"auto, (max-width: 1792px) 100vw, 1792px\" \/><\/p>\n<h2 style=\"text-align: justify;\" data-start=\"1799\" data-end=\"1851\"><span class=\"ez-toc-section\" id=\"%DB%B2_%D8%B2%DB%8C%D8%B1%D8%B3%D8%A7%D8%AE%D8%AA_%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%E2%80%94_%D8%AA%D9%82%D8%A7%D8%B6%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A7%D8%B2_%D8%B8%D8%B1%D9%81%DB%8C%D8%AA_%D8%A7%D8%B3%D8%AA\"><\/span><strong data-start=\"1802\" data-end=\"1851\">\u06f2. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u2014 \u062a\u0642\u0627\u0636\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0638\u0631\u0641\u06cc\u062a \u0627\u0633\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\" data-start=\"1853\" data-end=\"1986\">\u0627\u06af\u0631\u0686\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 AI \u0647\u0646\u0648\u0632 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627\u06cc \u0631\u0627\u0647 \u0627\u0633\u062a\u060c \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0647\u0645\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632 \u0647\u0645 \u0628\u0631\u0627\u06cc \u062a\u0623\u0645\u06cc\u0646 \u062a\u0648\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0628\u0627 \u0645\u0634\u06a9\u0644 \u0631\u0648\u0628\u0647\u200c\u0631\u0648 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1988\" data-end=\"2004\">\u062f\u0644\u0627\u06cc\u0644 \u0627\u06cc\u0646 \u0627\u062a\u0641\u0627\u0642:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"2006\" data-end=\"2277\">\n<li data-start=\"2006\" data-end=\"2070\">\n<p data-start=\"2008\" data-end=\"2070\">\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062f\u0631 \u0647\u0631 \u067e\u0631\u062f\u0627\u0632\u0634\u060c \u062d\u062c\u0645 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0632 \u062a\u0648\u06a9\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li data-start=\"2071\" data-end=\"2158\">\n<p data-start=\"2073\" data-end=\"2158\">\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0645\u062b\u0644 Claude Code\u060c Codex \u0648 Gemini 3 \u0631\u0634\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0634\u062a\u0647\u200c\u0627\u0646\u062f.<\/p>\n<\/li>\n<li data-start=\"2159\" data-end=\"2277\">\n<p data-start=\"2161\" data-end=\"2277\">\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0647\u0646\u0648\u0632 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u061b \u06cc\u0639\u0646\u06cc \u0628\u0627\u0632\u0627\u0631 \u0641\u0639\u0644\u06cc \u0641\u0642\u0637 <em data-start=\"2245\" data-end=\"2256\">\u0628\u062e\u0634 \u06a9\u0648\u0686\u06a9\u06cc<\/em> \u0627\u0632 \u062a\u0642\u0627\u0636\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"2279\" data-end=\"2366\">\u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647:<br data-start=\"2292\" data-end=\"2295\" \/><strong data-start=\"2295\" data-end=\"2366\">\u062a\u0642\u0627\u0636\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c (inference) \u0628\u0633\u06cc\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0638\u0631\u0641\u06cc\u062a \u0641\u0639\u0644\u06cc \u0628\u0627\u0632\u0627\u0631 \u0627\u0633\u062a.<\/strong><\/p>\n<p style=\"text-align: justify;\" data-start=\"2368\" data-end=\"2464\">\u0627\u06cc\u0646 \u0627\u062a\u0641\u0627\u0642 \u0646\u0634\u0627\u0646\u0647 \u0645\u062b\u0628\u062a\u06cc \u0627\u0633\u062a\u060c \u0686\u0648\u0646 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u0633\u0623\u0644\u0647 \u0627\u0635\u0644\u06cc \u00ab\u06a9\u0645\u0628\u0648\u062f \u0645\u0634\u062a\u0631\u06cc\u00bb \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u00ab\u06a9\u0645\u0628\u0648\u062f \u062a\u0648\u0627\u0646\u00bb \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2466\" data-end=\"2595\">\u0627\u0644\u0628\u062a\u0647 \u0627\u06af\u0631 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u062f\u060c \u0627\u0645\u06a9\u0627\u0646 \u062f\u0627\u0631\u062f \u0628\u0631\u062e\u06cc \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0646\u0627\u0686\u0627\u0631 \u0634\u0648\u0646\u062f \u0638\u0631\u0641\u06cc\u062a \u0631\u0627 \u0628\u0627 \u0633\u0648\u062f \u067e\u0627\u06cc\u06cc\u0646 \u0628\u0641\u0631\u0648\u0634\u0646\u062f. \u0627\u0645\u0627 \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647:<\/p>\n<p style=\"text-align: justify;\" data-start=\"2597\" data-end=\"2651\"><strong data-start=\"2597\" data-end=\"2651\">\u062d\u062a\u06cc \u062f\u0631 \u0628\u062f\u062a\u0631\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u0638\u0631\u0641\u06cc\u062a \u0633\u0627\u062e\u062a\u0647\u200c\u0634\u062f\u0647 \u0645\u0635\u0631\u0641 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/strong><\/p>\n<h2 style=\"text-align: justify;\" data-start=\"2658\" data-end=\"2718\"><span class=\"ez-toc-section\" id=\"%DB%B3_%D8%B2%DB%8C%D8%B1%D8%B3%D8%A7%D8%AE%D8%AA_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B2%D8%B1%DA%AF_%E2%80%94_%D9%BE%D8%B1%D8%B1%DB%8C%D8%B3%DA%A9%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%D8%A8%D8%AE%D8%B4_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1\"><\/span><strong data-start=\"2661\" data-end=\"2718\">\u06f3. \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u2014 \u067e\u0631\u0631\u06cc\u0633\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0627\u0632\u0627\u0631<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\" data-start=\"2720\" data-end=\"2805\">\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062c\u0630\u0628 \u0634\u062f\u0647\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0647\u0645\u0647 \u0631\u06cc\u0633\u06a9\u200c\u067e\u0630\u06cc\u0631\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2807\" data-end=\"2811\">\u0686\u0631\u0627\u061f<\/p>\n<ul style=\"text-align: justify;\" data-start=\"2813\" data-end=\"3063\">\n<li data-start=\"2813\" data-end=\"2920\">\n<p data-start=\"2815\" data-end=\"2920\">\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 (Open-weight) \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0633\u0647\u0645 \u0628\u0632\u0631\u06af\u06cc \u0627\u0632 \u0628\u0627\u0632\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0631\u0627 \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n<\/li>\n<li data-start=\"2921\" data-end=\"3002\">\n<p data-start=\"2923\" data-end=\"3002\">\u0647\u0631 \u0633\u0627\u0644 \u0647\u0632\u06cc\u0646\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u06a9\u0645\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/li>\n<li data-start=\"3003\" data-end=\"3063\">\n<p data-start=\"3005\" data-end=\"3063\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0632\u06cc\u062a \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u06a9 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 <strong data-start=\"3047\" data-end=\"3062\">\u067e\u0627\u06cc\u062f\u0627\u0631 \u0646\u06cc\u0633\u062a<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"3065\" data-end=\"3182\">\u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0641\u0642\u0637 \u0645\u0639\u062f\u0648\u062f\u06cc \u0627\u0632 \u0628\u0631\u0646\u062f\u0647\u0627\u2014\u0645\u062b\u0644 ChatGPT \u06cc\u0627 Gemini\u2014\u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u0628\u0627 \u0642\u062f\u0631\u062a \u062a\u0648\u0632\u06cc\u0639 \u06cc\u0627 \u0634\u0647\u0631\u062a\u0634\u0627\u0646 \u06cc\u06a9 \u00ab\u062e\u0646\u062f\u0642 \u0631\u0642\u0627\u0628\u062a\u06cc\u00bb \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3184\" data-end=\"3363\">\u0627\u06af\u0631 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u0628\u062e\u0634 \u0622\u0645\u0648\u0632\u0634 \u0628\u06cc\u0634 \u0627\u0632 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