\u0646\u064f\u0634\u0631 \u0641\u064a: 2 \u064a\u0648\u0644\u064a\u0648 2025<\/p>\n
\u062a\u0646\u0632\u0644\u0642 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639\u060c \u0648\u062a\u0646\u0641\u062c\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a\u060c \u0648\u062a\u0636\u064a\u0639 \u0627\u0644\u0641\u0631\u0635 \u2014 \u0644\u064a\u0633 \u0628\u0633\u0628\u0628 \u0646\u0642\u0635 \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0628\u0644 \u0644\u0623\u0646 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u062d\u0627\u0633\u0645\u0629 \u0644\u0627 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0635\u064f\u0646\u0651\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u064a\u0646. \u0625\u0646 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0644\u0627 \u064a\u0643\u0645\u0646 \u0641\u064a \u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0641\u0646\u064a\u0629\u060c \u0628\u0644 \u0641\u064a \u0627\u0644\u0627\u0646\u0641\u0635\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0628\u064a\u0646\u0647\u0627 \u0648\u0628\u064a\u0646 \u0648\u0627\u0642\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n
\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u064f\u0639\u0627\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0643\u0648\u0638\u064a\u0641\u0629 \u062e\u0644\u0641\u064a\u0629 \u2013 \u062f\u0642\u064a\u0642\u0629 \u062a\u0642\u0646\u064a\u064b\u0627 \u0644\u0643\u0646\u0647\u0627 \u0645\u0639\u0632\u0648\u0644\u0629 \u0639\u0646 \u0627\u0644\u0623\u062b\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a. \u0648\u0644\u0643\u0646 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629\u060c \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0647\u0648 \u0645\u062c\u0631\u062f \u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629. \u0642\u064a\u0645\u062a\u0647 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0648\u0625\u0630\u0627 \u0644\u0645 \u064a\u064f\u0641\u0647\u0645 \u0623\u0648 \u064a\u064f\u0633\u062a\u062e\u062f\u0645\u060c \u0641\u0625\u0646 \u0625\u0645\u0643\u0627\u0646\u0627\u062a\u0647 \u062a\u064f\u0647\u062f\u0631.<\/p>\n
\u0644\u0643\u064a \u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u064a\u062f\u0629\u060c \u0644\u0627 \u064a\u0643\u0641\u064a \u0623\u0646 \u062a\u062d\u0633\u0628 \u2013 \u0628\u0644 \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0648\u0627\u0635\u0644. \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0645\u0644\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0646 \u0639\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c. \u0648\u0647\u0630\u0627 \u0644\u0627 \u064a\u0639\u0646\u064a \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u060c \u0628\u0644 \u062a\u0631\u062c\u0645\u062a\u0647 \u0625\u0644\u0649 \u0634\u064a\u0621 \u064a\u0645\u0643\u0646 \u0644\u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0631\u0624\u064a\u062a\u0647\u060c \u0627\u0644\u0648\u062b\u0648\u0642 \u0628\u0647\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u064a\u0647.<\/p>\n
\u0647\u0630\u0647 \u0627\u0644\u0646\u0642\u0644\u0629 \u062a\u0628\u062f\u0623 \u0628\u0640 \u0627\u0644\u0648\u0636\u0648\u062d \u0627\u0644\u062a\u0641\u0633\u064a\u0631\u064a (Explainability): \u0628\u0646\u0627\u0621 \u0631\u0633\u0648\u0645 \u0648\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u062a\u062d\u062f\u062b \u0628\u0644\u063a\u0629 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u0644\u064a\u0633 \u0628\u0644\u063a\u0629 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0627\u062a. \u0648\u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 (Benchmarking) \u0648\u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0640 \u0633\u062c\u0644\u0627\u062a \u0645\u062e\u0627\u0637\u0631 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u062a\u0639\u0643\u0633 \u0645\u062f\u062e\u0644\u0627\u062a \u0644\u062d\u0638\u064a\u0629 \u0648\u062a\u063a\u064a\u0651\u0631 \u0634\u0647\u064a\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631. \u0643\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0623\u0646 \u064a\u0639\u064a\u062f \u0627\u0644\u0642\u0627\u062f\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u2013 \u0644\u064a\u0633 \u0643\u0634\u064a\u0621 \u064a\u062c\u0628 \u0627\u0644\u062a\u062e\u0644\u0635 \u0645\u0646\u0647\u060c \u0628\u0644 \u0643\u0648\u0627\u0642\u0639 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 \u0641\u064a\u0647 \u0628\u062b\u0642\u0629 \u0648\u0648\u0636\u0648\u062d.<\/p>\n
\u0648\u0647\u0646\u0627 \u062a\u0644\u062a\u0642\u064a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 (Probabilistic Modeling) \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u0639 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629. \u0625\u0630\u0627 \u062a\u0645 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0628\u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0635\u062d\u064a\u062d\u060c \u062a\u0635\u0628\u062d \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u062f\u0627\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u2013 \u0644\u064a\u0633\u062a \u0641\u0642\u0637 \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646\u060c \u0628\u0644 \u0644\u0644\u0642\u0627\u062f\u0629 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u0631\u0651\u0643\u0648\u0646 \u0639\u062c\u0644\u0629 \u0627\u0644\u0639\u0645\u0644.<\/p>\n
\u0642\u064a\u0645\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u064a\u0633\u062a \u0641\u064a \u0622\u0644\u064a\u062a\u0647\u060c \u0628\u0644 \u0641\u064a \u0645\u0639\u0646\u0627\u0647. \u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0642\u0627\u062f\u0629 \u0644\u0641\u0647\u0645 \u0643\u0644 \u0645\u0639\u0627\u062f\u0644\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0628\u0644 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0631\u0624\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u0644\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0648\u0644\u0645\u0627\u0630\u0627 \u0647\u064a \u0645\u0647\u0645\u0629\u060c \u0648\u0645\u0627 \u0647\u064a \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/p>\n
\u0627\u0644\u0648\u0636\u0648\u062d \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u0646 \u0635\u064f\u0646\u0651\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0644\u0627 \u064a\u0639\u064a\u0634\u0648\u0646 \u0641\u064a \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u0644 \u0641\u064a \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a. \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u0644\u0648\u0646\u0629\u060c \u0627\u0644\u0645\u0642\u062a\u0631\u0646\u0629 \u0628\u0633\u0631\u062f \u0628\u0633\u064a\u0637 \u0648\u0641\u0639\u0651\u0627\u0644\u060c \u0623\u0643\u062b\u0631 \u0646\u0641\u0639\u064b\u0627 \u0645\u0646 \u062a\u0642\u0627\u0631\u064a\u0631 \u062c\u0627\u0645\u062f\u0629 \u0623\u0648 \u0645\u0639\u0642\u062f\u0629.<\/p>\n
\u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0627\u0644\u0630\u064a \u064a\u0628\u062d\u062b \u0639\u0646\u0647 \u0627\u0644\u0642\u0627\u062f\u0629: “\u0645\u0627\u0630\u0627 \u0633\u064a\u062d\u062f\u062b \u0625\u0646 \u0627\u062a\u062e\u0630\u0646\u0627 \u0647\u0630\u0627 \u0627\u0644\u0642\u0631\u0627\u0631\u061f \u0648\u0645\u0627 \u0647\u0648 \u0627\u0644\u062e\u0637\u0631 \u0625\u0646 \u0644\u0645 \u0646\u0641\u0639\u0644\u061f”<\/p>\n
\u0641\u064a \u0628\u064a\u0626\u0629 \u063a\u064a\u0631 \u064a\u0642\u064a\u0646\u064a\u0629\u060c \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u062a\u0635\u0628\u062d \u0628\u0644\u0627 \u0645\u0639\u0646\u0649. \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u2013 \u0623\u064a \u0645\u0639 \u0623\u062d\u062f\u0627\u062b \u0644\u0645 \u062a\u062d\u062f\u062b \u0628\u0639\u062f. \u0641\u0644\u0627 \u064a\u0648\u062c\u062f “\u062d\u0642\u064a\u0642\u0629 \u0645\u0631\u062c\u0639\u064a\u0629” \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627\u060c \u0628\u0644 \u0647\u0646\u0627\u0643 \u0637\u064a\u0641 \u0645\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0645\u0643\u0646\u0629. \u0648\u0647\u0646\u0627 \u064a\u0635\u0628\u062d \u0627\u0644\u0633\u0624\u0627\u0644: “\u0645\u0627 \u0645\u062f\u0649 \u0627\u062d\u062a\u0645\u0627\u0644 \u062d\u062f\u0648\u062b \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u061f \u0648\u0647\u0644 \u0646\u062d\u0646 \u0645\u0633\u062a\u0639\u062f\u0648\u0646 \u0644\u0647\u061f”<\/p>\n
\u0645\u0627 \u064a\u0628\u062f\u0648 \u0648\u0643\u0623\u0646\u0647 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0631\u062c\u0639\u064a\u0629\u060c \u0647\u0648 \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0639\u0645\u0644\u064a\u0629 \u062a\u0648\u0627\u0635\u0644: \u0645\u0633\u0627\u0639\u062f\u0629 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u0641\u064a \u0641\u0647\u0645 \u062a\u0646\u0648\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0643\u0644 \u0645\u0646\u0647\u0627. \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u062d\u0642\u064a\u0642\u064a: \u0647\u0644 \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0631\u0624\u064a\u0629 \u0648\u0627\u0636\u062d\u0629\u060c \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u062b\u0642\u0629 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u062a\u0623\u062b\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0631\u0627\u0631\u061f<\/p>\n
\u0648\u0644\u062a\u062d\u0642\u064a\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u0644\u0648\u0636\u0648\u062d\u060c \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u2013 \u0645\u062b\u0644 Predict Controller \u0648Predict Reporter<\/strong> \u0645\u0646 Lumivero \u2013 \u0627\u0644\u062a\u064a \u062a\u062f\u0641\u0639 \u0628\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0625\u0644\u0649 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0641\u0647\u0645 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0643\u0645 \u0645\u0631\u0646\u0629\u060c \u0648\u062a\u0628\u062f\u064a\u0644 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a\u060c \u0644\u064a\u062a\u0645\u0643\u0646 \u0635\u0627\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u0646 \u0627\u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u062a\u0635\u0631\u0641 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645.<\/p>\n \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629\u060c \u062a\u0641\u0642\u062f \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0642\u064a\u0645\u062a\u0647\u0627. \u0641\u0647\u064a \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u2013 \u0647\u0644 \u062d\u062f\u062b \u0634\u064a\u0621 \u0623\u0645 \u0644\u0627\u061f \u0647\u0644 \u062a\u0645 \u0627\u0644\u0641\u062d\u0635 \u0623\u0645 \u0644\u0627\u061f \u0623\u0645\u0627 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629\u060c \u0641\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0645\u062a\u063a\u064a\u0631\u0629. \u0627\u0644\u0645\u0633\u0623\u0644\u0629 \u0644\u064a\u0633\u062a “\u0646\u0639\u0645 \u0623\u0648 \u0644\u0627”\u060c \u0628\u0644 “\u0645\u0627 \u062f\u0631\u062c\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629\u061f \u0648\u0645\u0627 \u0645\u062f\u0649 \u0627\u0631\u062a\u064a\u0627\u062d\u0646\u0627 \u0644\u0644\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u063a\u0645\u0648\u0636\u061f”<\/p>\n \u0645\u0627 \u064a\u0647\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0623\u064a \u0628\u0637\u0627\u0642\u0629 \u062a\u0642\u064a\u064a\u0645 \u0647\u0648 \u0633\u062c\u0644 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u2013 \u0648\u0645\u062f\u0649 \u062a\u062d\u062f\u064a\u062b\u0647 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n \u062a\u0633\u0645\u062d \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0628\u0625\u0639\u0627\u062f\u0629 \u062a\u0642\u064a\u064a\u0645 \u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0645\u062e\u0627\u0637\u0631 \u0643\u0644\u0645\u0627 \u0638\u0647\u0631\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u062f\u064a\u062f\u0629. \u0644\u0630\u0644\u0643 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0646\u0627\u0633\u0628 \u0625\u064a\u0642\u0627\u0639 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629. \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u062d\u062a\u0649 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0623\u0648 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0645\u0627\u0644\u064a \u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u062a\u0623\u062e\u0631\u064b\u0627 \u062c\u062f\u064b\u0627.<\/p>\n \u0627\u0644\u062a\u062d\u0645\u0644 \u0644\u0644\u0645\u062e\u0627\u0637\u0631 (Risk Tolerance) \u0648\u0627\u0644\u0645\u0648\u0642\u0641 \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 (Risk Attitude) \u0647\u0645\u0627 \u0645\u0627 \u064a\u062d\u062f\u062f \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u062a\u0644\u0643 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a. \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0645\u0624\u0633\u0633\u062a\u0643 \u0645\u0631\u062a\u0627\u062d\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0639\u0646\u062f \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 60% \u0623\u0648 90%\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0647\u0630\u0627 \u0627\u0644\u062d\u062f \u0648\u0627\u0636\u062d\u064b\u0627\u060c \u0648\u0623\u0646 \u064a\u0648\u062c\u0647 \u0646\u0645\u0648\u0630\u062c\u0643 \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u062a\u0643.<\/p>\n \u0627\u0644\u062a\u062d\u0648\u0644 \u0647\u0646\u0627 \u0623\u0633\u0627\u0633\u064a: \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0637\u0627\u0642\u0629 \u062a\u0642\u064a\u064a\u0645 \u0644\u062a\u0623\u0643\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u0646\u0627\u0643 \u062e\u0637\u0623\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0633\u062c\u0644 \u0645\u062e\u0627\u0637\u0631 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0644\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0648\u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0648\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0641\u0648\u0631\u064a. \u0647\u0643\u0630\u0627 \u062a\u0646\u062a\u0642\u0644 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u062a\u0623\u062e\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0628\u0643\u0631.<\/p>\n \u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0628\u062f\u0623\u062a \u0627\u0644\u0642\u0641\u0632\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u2014 \u0628\u062f\u0641\u0639 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI).<\/p>\n \u0641\u064a \u0627\u0644\u0633\u0627\u0628\u0642\u060c \u0628\u0646\u0627\u0621 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\u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u062a\u063a\u0630\u064a\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/p>\n \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0623\u0645\u0631 \u064a\u062a\u0637\u0644\u0628 \u062c\u064a\u0634\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u2013 \u064a\u0645\u0643\u0646 \u0625\u0646\u062c\u0627\u0632\u0647 \u062e\u0644\u0627\u0644 \u0633\u0627\u0639\u0627\u062a \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0634\u0647\u0648\u0631. \u0644\u0627 \u064a\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0628\u0644 \u064a\u0639\u0632\u0651\u0632\u0647<\/strong>\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 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