{"id":2225,"date":"2026-11-01T00:28:10","date_gmt":"2026-10-31T21:28:10","guid":{"rendered":"https:\/\/academy.acaprs.net\/?page_id=2225"},"modified":"2026-11-01T00:28:10","modified_gmt":"2026-10-31T21:28:10","slug":"external-experience-prompt-engineering","status":"publish","type":"page","link":"https:\/\/academy.acaprs.net\/en\/external-experience-prompt-engineering\/","title":{"rendered":"\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u2014 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0641\u064a AI"},"content":{"rendered":"<h1>\u062d\u0632\u0645\u0629 \u00ab\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629\u00bb \u2014 \u0645\u0633\u0627\u0631 \u00ab\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0641\u064a AI\u00bb<\/h1>\n<h2>\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u0643\u0627\u0628\u0631\u0633 | \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u0624\u0633\u0633\u0629 \u062d\u0633\u0646 \u0627\u0644\u0628\u064a\u062a\u064a \u0644\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628\u064a\u0629 (HBECS)<\/h2>\n<blockquote>\n<p><strong>\u0627\u0644\u0641\u0643\u0631\u0629:<\/strong> \u0642\u0628\u0644 \u0623\u0646 \u062a\u062b\u0642 \u0628\u062e\u0644\u0627\u0635\u0627\u062a\u0643 \u0648\u062d\u062f\u0643\u060c \u0636\u0639\u0647\u0627 \u0628\u062c\u0627\u0646\u0628 \u062e\u0628\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645: \u0643\u062a\u0627\u0628\u060c \u0648\u0641\u064a\u062f\u064a\u0648\u060c \u0648\u0628\u062d\u062b \u0639\u0644\u0645\u064a\u060c \u0648\u0645\u0642\u0627\u0644 \u0645\u0648\u062b\u0648\u0642 \u2014 \u0643\u0644\u0647\u0627 \u062d\u0642\u064a\u0642\u064a\u0629 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\u0635\u0628\u0627\u062d\u0627\u064b<\/strong>.<\/p>\n<p><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062f\u0631\u0633 \u0627\u0644\u0639\u0645\u0644\u064a<\/strong> \u064a\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644: \u00ab\u0645\u0627\u0630\u0627 \u0633\u0623\u0641\u0639\u0644 \u0628\u0634\u0643\u0644 \u0645\u062e\u062a\u0644\u0641 \u0628\u0633\u0628\u0628 \u0645\u0627 \u0642\u0631\u0623\u062a\u061f\u00bb \u2014 \u0641\u064a\u062e\u0631\u062c \u0628\u0642\u0631\u0627\u0631 \u0645\u062d\u062f\u062f \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0627\u0644\u0642\u064a\u0627\u0633.<\/p>\n<h3>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a<\/h3>\n<p>\u0628\u0639\u062f \u0643\u062a\u0627\u0628\u0629 \u062f\u0631\u0633\u0643 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u060c \u0627\u0633\u0623\u0644 \u0646\u0641\u0633\u0643: <strong>\u00ab\u0647\u0644 \u064a\u0633\u062a\u0637\u064a\u0639 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(\u0645\u0631\u0641\u0648\u0636 \u0648\u062d\u062f\u0647):<\/strong> \u00ab\u0643\u062a\u0627\u0628 Phoenix \u0648Taylor \u064a\u0642\u0648\u0644 \u0625\u0646 \u0644\u0644\u0623\u0645\u0631 \u062e\u0645\u0633\u0629 \u0645\u0628\u0627\u062f\u0626: \u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0635\u064a\u063a\u0629 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u00bb.<\/li>\n<li><strong>\u0627\u0644\u062f\u0631\u0633 \u0627\u0644\u0639\u0645\u0644\u064a \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f (\u0627\u0644\u0645\u0637\u0644\u0648\u0628):<\/strong> \u00ab\u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644 \u0623\u064a \u0623\u0645\u0631 \u0639\u0645\u0644 \u0645\u0647\u0645\u060c \u0633\u0623\u0645\u0631\u0651\u0631\u0647 \u0639\u0644\u0649 \u0642\u0627\u0626\u0645\u0629 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\u0645\u0642\u0633\u0648\u0645\u0627\u064b \u0639\u0644\u0649 \u0639\u062f\u062f \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0639\u0645\u0644 \u0643\u0644\u0647\u0627 \u2014 \u0648\u0627\u0644\u0647\u062f\u0641 9 \u0645\u0646 10.\u00bb<\/li>\n<\/ul>\n<p>\u0644\u0627\u062d\u0638 \u0627\u0644\u0641\u0631\u0642: \u0627\u0644\u062b\u0627\u0646\u064a \u0641\u064a\u0647 <strong>\u0642\u0631\u0627\u0631 + \u0625\u062c\u0631\u0627\u0621 + \u0645\u0642\u064a\u0627\u0633<\/strong>. \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0645\u0646\u0643 \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0623\u0631\u0628\u0639\u0629.<\/p>\n<hr>\n<h2>\u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0623\u0648\u0644: \u0643\u062a\u0627\u0628<\/h2>\n<p><strong>James Phoenix \u0648Mike Taylor \u2014 \u00abPrompt Engineering for Generative AI\u00bb (O&#x27;Reilly\u060c 2024)<\/strong><\/p>\n<p>\u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0641\u0631\u0639\u064a: \u00abFuture-Proof Inputs for Reliable AI Outputs\u00bb \u2014 \u0645\u062f\u062e\u0644\u0627\u062a \u062a\u062f\u0648\u0645 \u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0648\u062b\u0648\u0642\u0629.<\/p>\n<p>\u0627\u0644\u0645\u0631\u062c\u0639: https:\/\/www.oreilly.com\/library\/view\/prompt-engineering-for\/9781098153427\/ix01.html<\/p>\n<h3>\u0644\u0645\u0627\u0630\u0627 \u0627\u062e\u062a\u0631\u062a\u0647\u061f<\/h3>\n<p>\u0644\u0623\u0646\u0647 \u0627\u0644\u0643\u062a\u0627\u0628 \u0627\u0644\u0648\u062d\u064a\u062f \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u064a \u064a\u0628\u0646\u064a \u0639\u0645\u0644\u0647 \u0639\u0644\u0649 \u0645\u0628\u0627\u062f\u0626 \u062a\u0646\u062a\u0642\u0644 \u0639\u0628\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062f\u0644 \u062d\u064a\u0644 \u062e\u0627\u0635\u0629 \u0628\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062d\u062f 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\u0627\u0644\u062b\u0627\u0644\u062b: \u0628\u062d\u062b \u0639\u0644\u0645\u064a<\/h2>\n<p><strong>Shubham Vatsal \u0648Harsh Dubey \u2014 \u00abA Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks\u00bb (arXiv:2407.12994\u060c \u062c\u0627\u0645\u0639\u0629 \u0646\u064a\u0648\u064a\u0648\u0631\u0643)<\/strong><\/p>\n<p>\u0627\u0644\u0631\u0627\u0628\u0637: https:\/\/arxiv.org\/html\/2407.12994v2<\/p>\n<p>\u0627\u0644\u0645\u0648\u0636\u0648\u0639: \u0645\u0633\u062d \u0645\u0646\u0647\u062c\u064a \u0644\u0640 44 \u0648\u0631\u0642\u0629 \u0628\u062d\u062b\u064a\u0629 \u062a\u063a\u0637\u064a 39 \u0637\u0631\u064a\u0642\u0629 \u0623\u0645\u0631 \u0639\u0644\u0649 29 \u0645\u0647\u0645\u0629 \u0644\u063a\u0648\u064a\u0629\u060c \u0645\u0639 \u062a\u0635\u0646\u064a\u0641 \u0644\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u062c\u062f\u0627\u0648\u0644 \u0623\u062f\u0627\u0621 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629.<\/p>\n<h3>\u0644\u0645\u0627\u0630\u0627 \u0627\u062e\u062a\u0631\u062a\u0647\u061f<\/h3>\n<p>\u0644\u0623\u0646\u0647 \u0627\u0644\u062c\u0630\u0631 \u0627\u0644\u0639\u0644\u0645\u064a \u0644\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639: \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0630\u0627\u062a\u064a\u060c \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0644\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0623\u0642\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u0643\u062b\u0631\u060c \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0641\u0643\u064a\u0631 (PoT). \u0627\u0644\u0648\u0631\u0642\u0629 \u0644\u0627 \u062a\u0643\u062a\u0641\u064a \u0628\u0630\u0643\u0631 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0628\u0644 \u062a\u0642\u0627\u0631\u0646\u0647\u0627 \u0628\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u2014 \u0641\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u062b\u0644\u0627\u064b \u062d\u0633\u0651\u0646\u062a \u062d\u0644 \u0627\u0644\u0645\u0633\u0627\u0626\u0644 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0628\u0646\u062d\u0648 39% \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0630\u0627\u062a\u064a \u0623\u0636\u0627\u0641 \u0646\u062d\u0648 11% \u0639\u0644\u064a\u0647\u0627. \u0642\u0631\u0627\u0621\u062a\u0643 \u0644\u0647\u0630\u0627 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u062d\u0648\u0651\u0644 \u062a\u0642\u0646\u064a\u0627\u062a\u0643 \u0645\u0646 \u00ab\u062d\u064a\u0644 \u0633\u0645\u0639\u062a \u0639\u0646\u0647\u0627\u00bb \u0625\u0644\u0649 <strong>\u0623\u062f\u0648\u0627\u062a \u0644\u0647\u0627 \u0623\u062f\u0644\u0629 \u0648\u0623\u0631\u0642\u0627\u0645 \u0648\u062d\u062f\u0648\u062f<\/strong>. \u0648\u0647\u0648 \u0623\u064a\u0636\u0627\u064b \u0627\u0644\u062a\u0631\u064a\u0627\u0642 \u0627\u0644\u0639\u0644\u0645\u064a \u0644\u0644\u0627\u0646\u0628\u0647\u0627\u0631 \u0627\u0644\u0632\u0627\u0626\u062f \u0628\u0623\u064a \u062a\u0642\u0646\u064a\u0629 \u062c\u062f\u064a\u062f\u0629: \u0643\u0644 \u062a\u0642\u0646\u064a\u0629 \u0647\u0646\u0627 \u0644\u0647\u0627 \u0645\u0647\u0645\u0629 \u062a\u062a\u0641\u0648\u0642 \u0641\u064a\u0647\u0627 \u0648\u0645\u0647\u0645\u0629 \u0644\u0627 \u062a\u0636\u064a\u0641 \u0641\u064a\u0647\u0627.<\/p>\n<h3>\u0625\u0637\u0627\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 (\u0623\u062c\u0628 \u0643\u062a\u0627\u0628\u0629\u064b)<\/h3>\n<ol>\n<li>\u0627\u0634\u0631\u062d \u0628\u0643\u0644\u0645\u0627\u062a\u0643 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0628\u0633\u064a\u0637 (Vanilla) \u0648\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 (CoT) \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0630\u0627\u062a\u064a (Self-Consistency): \u0645\u062a\u0649 \u064a\u0643\u0641\u064a \u0627\u0644\u0623\u0648\u0644\u060c \u0648\u0645\u062a\u0649 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u062b\u0627\u0646\u064a\u060c \u0648\u0645\u062a\u0649 \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u062b\u0627\u0644\u062b \u062a\u0643\u0644\u0641\u062a\u0647 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629\u061f<\/li>\n<li>\u0642\u0627\u0631\u0646 \u062a\u0642\u0646\u064a\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0648\u0631\u0642\u0629 \u0639\u0644\u0649 \u0645\u0647\u0645\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 (\u0645\u0633\u0623\u0644\u0629 \u062d\u0633\u0627\u0628\u064a\u0629\u060c \u062a\u0644\u062e\u064a\u0635\u060c \u0643\u0648\u062f): \u0646\u0641\u0651\u0630\u0647\u0645\u0627 \u0641\u0639\u0644\u0627\u064b \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a \u0648\u0633\u062c\u0651\u0644 \u0623\u064a\u0647\u0645\u0627 \u0623\u0635\u0627\u0628 \u0648\u0644\u0645\u0627\u0630\u0627.<\/li>\n<li>\u0627\u0644\u0648\u0631\u0642\u0629 \u062a\u0635\u0646\u0651\u0641 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0645\u0647\u0645\u0629 \u0644\u0627 \u062d\u0633\u0628 \u0627\u0644\u0634\u0647\u0631\u0629. \u0627\u062e\u062a\u0631 \u0645\u0647\u0645\u0629 \u0645\u0646 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0631 (\u0628\u062d\u062b\u060c \u0643\u0648\u062f\u060c \u0635\u0648\u0631\u0629\u060c \u0648\u0643\u064a\u0644) \u0648\u062d\u062f\u0651\u062f \u0645\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0648\u0631\u0642\u0629: \u0623\u064a \u062a\u0642\u0646\u064a\u0629 \u0623\u0646\u0633\u0628 \u0644\u0647\u0627\u061f \u0648\u0645\u0627 \u062f\u0644\u064a\u0644\u0643 \u0645\u0646 \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0648\u0631\u0642\u0629\u061f<\/li>\n<li>\u0645\u0627 \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0633\u062d\u061f (\u062a\u0644\u0645\u064a\u062d: \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u062d\u062f\u064a\u062b\u0629\u060c \u0648\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062d\u062b\u064a\u0629 \u0642\u062f \u0644\u0627 \u062a\u0646\u062a\u0642\u0644 \u0643\u0645\u0627 \u0647\u064a \u0625\u0644\u0649 \u0645\u0647\u0627\u0645\u0643 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u2014 \u0641\u0643\u0651\u0631: \u0645\u0627 \u0627\u0644\u0630\u064a \u0642\u062f \u064a\u062e\u062a\u0644\u0641 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0647\u0645\u0629 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0648\u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a\u061f)<\/li>\n<li><strong>\u062f\u0631\u0633\u0643 \u0627\u0644\u0639\u0645\u0644\u064a:<\/strong> \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u0627\u0643\u062a\u0628 \u0642\u0627\u0639\u062f\u0629 \u0642\u0631\u0627\u0631 \u0634\u062e\u0635\u064a\u0629 \u0645\u0646 \u0633\u0637\u0631\u064a\u0646: \u0645\u062a\u0649 \u062a\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0648\u0645\u062a\u0649 \u062a\u0643\u062a\u0641\u064a \u0628\u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0628\u0633\u064a\u0637\u060c \u0645\u0639 \u0645\u062b\u0627\u0644 \u0644\u0643\u0644 \u062d\u0627\u0644\u0629 \u0645\u0646 \u0639\u0645\u0644\u0643.<\/li>\n<\/ol>\n<hr>\n<h2>\u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0631\u0627\u0628\u0639: \u0645\u0642\u0627\u0644 \u0645\u0648\u062b\u0648\u0642<\/h2>\n<p><strong>OpenAI \u2014 \u00abPrompt engineering best practices for ChatGPT\u00bb (\u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u060c \u0645\u062d\u062f\u0651\u062b \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631)<\/strong><\/p>\n<p>\u0627\u0644\u0631\u0627\u0628\u0637: https:\/\/help.openai.com\/en\/articles\/10032626-prompt-engineering-best-practices-for-chatgpt<\/p>\n<p>\u0627\u0644\u0645\u0648\u0636\u0648\u0639: \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0631\u0633\u0645\u064a\u0629 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40 | \u0625\u062c\u0627\u0628\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u0628\u0623\u0645\u062b\u0644\u0629 \u0645\u0646 \u0648\u0627\u0642\u0639 \u0627\u0644\u0637\u0627\u0644\u0628 \u0648\u062a\u062c\u0627\u0631\u0628\u0647 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0644\u0627 \u0625\u062c\u0627\u0628\u0627\u062a \u0645\u0646 \u0633\u0637\u0631 \u0648\u0627\u062d\u062f |<\/p>\n<p>| \u062c\u0648\u062f\u0629 \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 | 40 | \u0643\u0644 \u062f\u0631\u0633: \u0642\u0631\u0627\u0631 + \u0625\u062c\u0631\u0627\u0621 + \u0645\u0642\u064a\u0627\u0633 \u2014 \u064a\u062c\u062a\u0627\u0632 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a |<\/p>\n<p>| \u0627\u0644\u0631\u0628\u0637 \u0628\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0631 | 10 | \u0631\u0628\u0637 \u0648\u0627\u0636\u062d \u0628\u064a\u0646 \u0643\u0644 \u0645\u0635\u062f\u0631 \u0648\u0648\u062d\u062f\u0629\/\u0645\u0634\u0631\u0648\u0639 \u0645\u062d\u062f\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 |<\/p>\n<p>| \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0648\u062a\u0648\u062b\u064a\u0642\u0647 | 10 | \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0643\u0627\u0645\u0644\u0629 \u0628\u0627\u0644\u0631\u0648\u0627\u0628\u0637\u060c \u062a\u0646\u0633\u064a\u0642 \u0648\u0627\u0636\u062d |<\/p>\n<blockquote>\n<p><strong>\u0645\u0644\u0627\u062d\u0638\u0629 \u0623\u062e\u0644\u0627\u0642\u064a\u0629:<\/strong> \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u2014 \u0628\u0645\u0627 \u0641\u064a\u0647\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u2014 <strong>\u062f\u0627\u0639\u0645\u0629 \u0644\u0639\u0645\u0644\u0643 \u0644\u0627 \u0635\u0627\u0646\u0639\u0629 \u0644\u0647<\/strong>. \u062f\u0648\u0631\u0647\u0627 \u0623\u0646 \u062a\u0648\u0633\u0651\u0639 \u0631\u0624\u064a\u062a\u0643\u060c \u0648\u0627\u0644\u0642\u0631\u0627\u0631 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u0648\u0642\u064a\u0639 \u0645\u0633\u0624\u0648\u0644\u064a\u062a\u0643 \u0623\u0646\u062a.<\/p>\n<\/blockquote>\n<hr>\n<h2>\u0645\u0644\u0627\u062d\u0638\u0629 \u062a\u0648\u062b\u064a\u0642\u064a\u0629: \u0645\u0627 \u0627\u0644\u0630\u064a \u0627\u0633\u062a\u064f\u0628\u0639\u062f \u0648\u0644\u0645\u0627\u0630\u0627<\/h2>\n<ul>\n<li><strong>\u0645\u0642\u0627\u0644 \u0645\u0648\u0628\u0627\u064a\u0644\u0627\u0648\u064a \u00ab\u0645\u0644\u0641 \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0640500\u00bb:<\/strong> \u0648\u0631\u062f \u0641\u064a \u062e\u0637\u0629 \u0627\u0644\u0645\u0633\u0627\u0631 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\u0628\u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0631\u0633\u0645\u064a \u0645\u0646 OpenAI.<\/li>\n<li><strong>\u0641\u064a\u062f\u064a\u0648 MoneerAi \u0639\u0646 \u0627\u0644\u0633\u0628\u0648\u0631\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621:<\/strong> \u0648\u0631\u062f \u0641\u064a \u0627\u0644\u062e\u0637\u0629 \u0645\u0631\u062c\u0639\u0627\u064b \u0644\u0644\u0623\u0633\u0644\u0648\u0628 \u0641\u0642\u0637 \u0644\u0627 \u0645\u0635\u062f\u0631 \u062f\u0631\u0633 \u2014 \u0644\u0630\u0644\u0643 <strong>\u0627\u0633\u062a\u064f\u0628\u0639\u062f<\/strong> \u0645\u0646 \u062d\u0632\u0645\u0629 \u0627\u0644\u062e\u0628\u0631\u0629\u060c \u0648\u0627\u0633\u062a\u064f\u0628\u062f\u0644 \u0628\u0641\u064a\u062f\u064a\u0648 \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0634\u064a\u063a\u0627\u0646 \u0646\u0635\u0647 \u0627\u0644\u0643\u0627\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0648\u0645\u064f\u062a\u062d\u0642\u0642.<\/li>\n<li><strong>\u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0645\u0634\u0647\u0648\u0631 \u0644\u0640 Sahoo \u0648\u0622\u062e\u0631\u064a\u0646 (2024):<\/strong> \u0643\u0627\u0646 \u0645\u0631\u0634\u062d\u0627\u064b \u0623\u0648\u0644\u064a\u0627\u064b \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u0644\u0643\u0646 \u0635\u0641\u062d\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0647 \u0644\u0645 \u062a\u0643\u0646 \u0645\u062a\u0627\u062d\u0629 \u0641\u064a \u0627\u0644\u0641\u062d\u0635\u060c \u0641\u0627\u0633\u062a\u064f\u0628\u062f\u0644 \u0628\u0645\u0633\u062d Vatsal \u0648Dubey (arXiv:2407.12994) \u0627\u0644\u0630\u064a \u0641\u064f\u062a\u062d \u0646\u0635\u0647 \u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0641\u064f\u062d\u0635 \u0645\u0644\u062e\u0635\u0647 \u0648\u062a\u0635\u0646\u064a\u0641\u0647 \u0648\u062c\u062f\u0627\u0648\u0644\u0647 \u0641\u0639\u0644\u0627\u064b.<\/li>\n<li><strong>\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0623\u0639\u0644\u0627\u0647 \u0641\u064f\u062a\u062d\u062a \u0635\u0641\u062d\u0627\u062a\u0647\u0627 \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0641\u064f\u062d\u0635\u062a \u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0644\u0639\u0646\u0627\u0648\u064a\u0646\u0647\u0627 \u0642\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627<\/strong> (\u0641\u0647\u0631\u0633 \u0643\u062a\u0627\u0628 O&#x27;Reilly\u060c \u0646\u0635 \u0641\u064a\u062f\u064a\u0648 \u0645\u064a\u0634\u064a\u063a\u0627\u0646 \u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0646\u0635 \u0645\u0633\u062d arXiv \u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0646\u0635 \u062f\u0644\u064a\u0644 OpenAI \u0627\u0644\u0631\u0633\u0645\u064a).<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u062d\u0632\u0645\u0629 \u00ab\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629\u00bb \u2014 \u0645\u0633\u0627\u0631 \u00ab\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0641\u064a AI\u00bb \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u0643\u0627\u0628\u0631\u0633 | \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u0624\u0633\u0633\u0629 \u062d\u0633\u0646 \u0627\u0644\u0628\u064a\u062a\u064a \u0644\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628\u064a\u0629 (HBECS) \u0627\u0644\u0641\u0643\u0631\u0629: \u0642\u0628\u0644 \u0623\u0646 \u062a\u062b\u0642 \u0628\u062e\u0644\u0627\u0635\u0627\u062a\u0643 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2225","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/pages\/2225","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/comments?post=2225"}],"version-history":[{"count":1,"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/pages\/2225\/revisions"}],"predecessor-version":[{"id":2229,"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/pages\/2225\/revisions\/2229"}],"wp:attachment":[{"href":"https:\/\/academy.acaprs.net\/en\/wp-json\/wp\/v2\/media?parent=2225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}