{"id":4311,"date":"2026-04-16T07:45:06","date_gmt":"2026-04-16T04:45:06","guid":{"rendered":"https:\/\/mojaz.ai\/vakra-benchmark-ai-agents-enterprise-failure-modes-ibm\/"},"modified":"2026-04-16T07:45:06","modified_gmt":"2026-04-16T04:45:06","slug":"vakra-benchmark-ai-agents-enterprise-failure-modes-ibm","status":"publish","type":"post","link":"https:\/\/mojaz.ai\/staging\/vakra-benchmark-ai-agents-enterprise-failure-modes-ibm\/","title":{"rendered":"\u0645\u0639\u064a\u0627\u0631 VAKRA \u064a\u0643\u0634\u0641 4 \u0646\u0642\u0627\u0637 \u0636\u0639\u0641 \u062d\u0631\u062c\u0629 \u0641\u064a \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629"},"content":{"rendered":"

\u0628\u0642\u0644\u0645: \u0646\u0648\u0631<\/a> | \u0645\u062d\u0631\u0631\u0629 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u00b7 \u0635\u0648\u062a \u062a\u062d\u0631\u064a\u0631\u064a \u0628\u0625\u0634\u0631\u0627\u0641 \u0628\u0634\u0631\u064a<\/a><\/p>\n

\n

\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0641\u0634\u0644 \u0641\u064a 75% \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0647\u0630\u0627 \u0645\u0627 \u0643\u0634\u0641\u0647 \u0645\u0639\u064a\u0627\u0631 VAKRA<\/strong> \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0646 IBM<\/a> Research\u060c \u0627\u0644\u0630\u064a \u064a\u062e\u062a\u0628\u0631 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u062a\u0646\u0641\u064a\u0630\u064a\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 8,187 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/strong> \u0645\u062d\u0644\u064a\u0629 \u0639\u0628\u0631 62 \u0645\u062c\u0627\u0644\u0627\u064b\u060c \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u062a\u0637\u0627\u0628\u0642\u0629 \u0644\u0643\u0644 \u0645\u062c\u0627\u0644 (\u0648\u0641\u0642\u0627\u064b \u0644\u0640 IBM Research)<\/a>.<\/p>\n

\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0628\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u0646\u0639\u0632\u0644\u0629\u060c \u064a\u0642\u064a\u0633 VAKRA \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u0631\u0643\u064a\u0628\u064a \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0645\u0633\u062a\u062e\u062f\u0645\u0627\u064b \u0622\u062b\u0627\u0631 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u062a\u0642\u064a\u064a\u0645 \u0642\u062f\u0631\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0644\u0649 \u0625\u0643\u0645\u0627\u0644 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062d\u0644. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0647\u0627\u0645 \u0633\u0644\u0627\u0633\u0644 \u062a\u0641\u0643\u064a\u0631 \u0645\u0646 3-7 \u062e\u0637\u0648\u0627\u062a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0646\u0638\u0645 \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645 \u062a\u062d\u062a \u0642\u064a\u0648\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n

\n\"\u0623\u0645\u062b\u0644\u0629
\u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639 \u0627\u0644\u062a\u064a \u064a\u062e\u062a\u0628\u0631\u0647\u0627 VAKRA: \u0645\u0646 \u0631\u0628\u0637 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0635\u0627\u062f\u0631<\/figcaption><\/figure>\n
    \n
  1. \u0631\u0628\u0637 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a<\/strong>: \u064a\u0634\u0645\u0644 2,077 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u064b \u0639\u0628\u0631 54 \u0645\u062c\u0627\u0644\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a SLOT-BIRD \u0648SEL-BIRD \u0627\u0644\u0645\u0637\u0648\u0631\u0629. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0647\u0627\u0645 \u0631\u0628\u0637 1-12 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0623\u062f\u0627\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629. \u0645\u062c\u0645\u0648\u0639\u0629 SLOT-BIRD \u062a\u0648\u0641\u0631 7 \u0623\u062f\u0648\u0627\u062a \u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u0644\u0627\u0639\u0628 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0641\u0644\u062a\u0631\u0629\u060c \u062a\u0631\u062a\u064a\u0628)\u060c \u0628\u064a\u0646\u0645\u0627 SEL-BIRD \u062a\u0636\u064a\u0641 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0648\u062a\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 retrieve_data \u0628\u0645\u062a\u062d\u0635\u0644\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u0645\u062a\u0648\u0633\u0637 4 \u062f\u0648\u0627\u0644 get \u0644\u0643\u0644 \u0645\u062b\u064a\u0644.<\/li>\n
  2. \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0646 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>: \u064a\u0636\u0645 1,597 \u0645\u062b\u064a\u0644\u0627\u064b \u0639\u0628\u0631 17 \u0645\u062c\u0627\u0644\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 REST-BIRD \u0627\u0644\u0645\u0637\u0648\u0631\u0629. \u062a\u0642\u062f\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0646\u0645\u0637 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0646\u0642\u0627\u0637 \u0646\u0647\u0627\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0648\u0645\u062a\u0637\u0627\u0628\u0642\u0629 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u062a\u063a\u0644\u0641 \u0645\u0639\u0638\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629. \u0643\u0644 \u0645\u062c\u0627\u0644 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 6-328 \u0623\u062f\u0627\u0629 \u0628\u0645\u062a\u0648\u0633\u0637 116 \u0623\u062f\u0627\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0622\u0644\u064a\u0629 \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0625\u062f\u0627\u0631\u0629 \u0642\u064a\u062f OpenAI<\/a> API \u0627\u0644\u0630\u064a \u064a\u062d\u062f\u062f \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0640 128 \u0623\u062f\u0627\u0629 \u0643\u062d\u062f \u0623\u0642\u0635\u0649.<\/li>\n
  3. \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0642\u0641\u0632\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>: \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 869 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u064b \u0645\u0646 38 \u0645\u062c\u0627\u0644\u0627\u064b \u0645\u0648\u0636\u0648\u0639\u064a\u0627\u064b. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0642\u0641\u0632\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u062f\u0645\u062c \u0642\u0637\u0639 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0644\u0629 \u0627\u0644\u062f\u0627\u0639\u0645\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0645\u0639 1-5 \u0642\u0641\u0632\u0627\u062a \u0645\u0646\u0637\u0642\u064a\u0629 \u0644\u0643\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645. \u064a\u064f\u0638\u0647\u0631 \u062a\u0648\u0632\u064a\u0639 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u062a\u0646\u0648\u0639\u0627\u064b \u0641\u064a \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
  4. \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0642\u0641\u0632\u0627\u062a \u0648\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0645\u0639 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a<\/strong>: \u064a\u0634\u0645\u0644 644 \u0645\u062b\u064a\u0644\u0627\u064b \u0639\u0628\u0631 41 \u0645\u062c\u0627\u0644\u0627\u064b\u060c \u064a\u0636\u064a\u0641 \u0641\u0647\u0627\u0631\u0633 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0644\u0643\u0644 \u0645\u062c\u0627\u0644 \u062d\u064a\u062b \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0641\u0647\u0627\u0631\u0633 \u0625\u0636\u0627\u0641\u0629 \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u064a\u0637\u0628\u0642 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0642\u0641\u0632\u0629\u060c \u0641\u0645\u062b\u0644\u0627\u064b \u0633\u0624\u0627\u0644 \u0628\u062b\u0644\u0627\u062b \u0642\u0641\u0632\u0627\u062a \u0645\u0646\u0637\u0642\u064a\u0629 \u0642\u062f \u064a\u062a\u0637\u0644\u0628 \u0645\u0635\u0627\u062f\u0631: API – RAG – API. \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0635\u062d\u064a\u062d\u060c \u062a\u064f\u0632\u0627\u0644 \u0627\u0644\u062a\u0644\u0648\u062b\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0623\u062b\u0646\u0627\u0621 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ol>\n

    \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u064a\u0642\u062f\u0645 \u0623\u064a\u0636\u0627\u064b \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062c\u0648\u0644\u0627\u062a \u0648\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0646\u0635 \u0637\u0628\u064a\u0639\u064a. \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0633\u0629: “\u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u060c \u062a\u0623\u0643\u062f \u0645\u0646 \u0645\u062d\u0627\u0648\u0644\u0629 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u064f\u0633\u062a\u0631\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0641\u0642\u0637. \u0644\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0623\u0646\u0648\u0627\u0639 \u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649.”<\/p>\n

    \n\"\u062a\u0648\u0632\u064a\u0639
    \u062a\u0648\u0632\u064a\u0639 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0642\u0641\u0632\u0627\u062a \u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0641\u064a \u0627\u0644\u0645\u0639\u064a\u0627\u0631<\/figcaption><\/figure>\n

    \u064a\u0639\u062a\u0645\u062f \u0625\u0637\u0627\u0631 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0639\u0644\u0649 \u0646\u0647\u062c “\u0627\u0644\u0634\u0644\u0627\u0644” \u062d\u064a\u062b \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0645\u062a\u0623\u062e\u0631\u0629 \u0645\u0634\u0631\u0648\u0637\u0629 \u0628\u0646\u062c\u0627\u062d \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u0644\u0644\u0642\u062f\u0631\u0629 4\u060c \u064a\u064f\u0641\u062d\u0635 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0627\u064b \u0623\u0648\u0644\u0627\u064b\u060c \u062b\u0645 \u062a\u064f\u0642\u0627\u0631\u0646 \u0633\u0644\u0633\u0644\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0628\u0623 \u0628\u0647\u0627 \u0645\u0639 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0641\u0642\u0637 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u062a\u0646\u062a\u0642\u0644 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629.<\/p>\n

    \u0628\u0633\u0628\u0628 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0627\u0644\u0639\u0648\u062f\u0629 \u0623\u062d\u064a\u0627\u0646\u0627\u064b \u0628\u0625\u062c\u0627\u0628\u0629 \u0639\u0628\u0631 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0646 \u062a\u0644\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0644\u062f\u0639\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u062f\u064a\u0644\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u062a\u064f\u0642\u064a\u0645 \u0627\u0644\u0635\u062d\u0629 \u0628\u062a\u0646\u0641\u064a\u0630 \u0643\u0644 \u0623\u062f\u0627\u0629 \u0645\u062a\u0646\u0628\u0623 \u0628\u0647\u0627 \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u062a\u0644\u0643 \u0645\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n

    \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u062a\u064f\u062d\u0633\u0628 \u0628\u0648\u0632\u0646 \u0645\u062a\u0633\u0627\u0648\u064d \u0644\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639: Leaderboard_Score = \u00bc \u2211(n=1 to 4) Capability_n. \u0644\u0644\u0642\u062f\u0631\u0627\u062a 1-3\u060c \u0643\u0644 \u0639\u064a\u0646\u0629 \u0644\u0647\u0627 \u0648\u0632\u0646 \u0645\u062a\u0633\u0627\u0648\u064d: Capability = (\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \/ \u0627\u0644\u0639\u062f\u062f \u0627\u0644\u0643\u0644\u064a \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a). \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u062a\u0638\u0647\u0631 \u0623\u062f\u0627\u0621\u064b \u0636\u0639\u064a\u0641\u0627\u064b \u0644\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u0643\u0634\u0641 \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a.<\/p>\n

    \u0647\u0630\u0627 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u064a\u0642\u062f\u0645 \u0631\u0624\u064a\u0629 \u062d\u0627\u062f\u0629 \u062d\u0648\u0644 \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0628\u0639\u064a\u062f\u0627\u064b \u0639\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0637\u062d\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u064a\u0645\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0647\u062f \u062d\u0627\u0644\u064a\u0627\u064b.<\/p>\n<\/div>\n

    IBM Research<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

    \u0645\u0639\u064a\u0627\u0631 VAKRA \u0645\u0646 IBM \u064a\u062d\u0644\u0644 \u0641\u0634\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0639\u0628\u0631 8,187 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629<\/p>\n","protected":false},"author":1,"featured_media":4310,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-4311","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights-reports"],"_links":{"self":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4311","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/comments?post=4311"}],"version-history":[{"count":0,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4311\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/media?parent=4311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/categories?post=4311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/tags?post=4311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}