{"id":8271,"date":"2026-08-20T13:12:03","date_gmt":"2026-08-20T10:12:03","guid":{"rendered":"https:\/\/www.dztecs.com\/ai\/predictable-attacks-unpredictable-defenses-why-observability-is-the-real-security-gap\/"},"modified":"2026-08-20T13:12:06","modified_gmt":"2026-08-20T10:12:06","slug":"predictable-attacks-unpredictable-defenses-why-observability-is-the-real-security-gap","status":"publish","type":"post","link":"https:\/\/www.dztecs.com\/ai\/predictable-attacks-unpredictable-defenses-why-observability-is-the-real-security-gap\/","title":{"rendered":"\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0627\u0644\u062f\u0641\u0627\u0639\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629: \u0627\u0644\u0631\u0635\u062f \u0647\u0648 \u0627\u0644\u0641\u062c\u0648\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<div class=\"vfocused-takeaways-box\">\n<h4 class=\"vfocused-takeaways-title\"><span class=\"vfocused-takeaways-icon\" aria-hidden=\"true\">\ud83d\udca1<\/span> \u0623\u0647\u0645 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647<\/h4>\n<ul class=\"vfocused-takeaways-list\">\n<li>\u062a\u062a\u0641\u0648\u0642 \u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u0641\u0627\u0639\u0644\u0629 \u0644\u0644\u062a\u0647\u062f\u064a\u062f \u063a\u0627\u0644\u0628\u064b\u0627 \u0641\u064a \u0641\u0647\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0644\u0649 \u0641\u0631\u0642 \u0627\u0644\u0623\u0645\u0646\u060c \u0645\u0645\u0627 \u064a\u062e\u0644\u0642 \u062a\u0641\u0627\u0648\u062a\u064b\u0627 \u0645\u0642\u0644\u0642\u064b\u0627 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/li>\n<li>\u0644\u0645 \u062a\u0639\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0642\u0627\u064a\u0629 \u0648\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629 \u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062d\u064a\u062b \u064a\u0648\u0633\u0639 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0628\u0637\u064a\u0621 \u0646\u0627\u0641\u0630\u0629 \u0641\u0631\u0635\u0629 \u0627\u0644\u0645\u0647\u0627\u062c\u0645.<\/li>\n<li>\u064a\u062a\u0637\u0644\u0628 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u062a\u062d\u0648\u0644\u0627\u064b \u062c\u0648\u0647\u0631\u064a\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0644\u0625\u064a\u0642\u0627\u0641 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0628\u0645\u062c\u0631\u062f \u0627\u062e\u062a\u0631\u0627\u0642\u0647\u0627 \u0644\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0642\u0627\u064a\u0629 \u0641\u0642\u0637.<\/li>\n<\/ul>\n<\/div>\n<nav class=\"vfocused-toc-box\" aria-label=\"\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a\"><strong class=\"vfocused-toc-title\">\ud83d\udccc \u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/strong><\/p>\n<ul class=\"vfocused-toc-list\">\n<li class=\"vfocused-toc-item\"><a href=\"#section-1\" class=\"vfocused-toc-link\">\u0644\u0645\u0627\u0630\u0627 \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u0648\u0646 \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0641\u0647\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0623\u0645\u0646\u061f<\/a><\/li>\n<li class=\"vfocused-toc-item\"><a href=\"#section-2\" class=\"vfocused-toc-link\">\u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062f\u0641\u0627\u0639<\/a><\/li>\n<\/ul>\n<\/nav>\n<p>&#1604;&#1575; &#1578;&#1606;&#1580;&#1581; &#1605;&#1593;&#1592;&#1605; &#1575;&#1604;&#1607;&#1580;&#1605;&#1575;&#1578; &#1575;&#1604;&#1587;&#1610;&#1576;&#1585;&#1575;&#1606;&#1610;&#1577; &#1576;&#1601;&#1590;&#1604; &#1584;&#1603;&#1575;&#1569; &#1575;&#1604;&#1605;&#1607;&#1575;&#1580;&#1605;&#1610;&#1606; &#1571;&#1608; &#1575;&#1576;&#1578;&#1603;&#1575;&#1585;&#1607;&#1605;.<\/p>\n<div class=\"featured-image-container\" style=\"margin:20px 0; text-align:center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-featured-og\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2026\/08\/7DtE9RCVmUtmH2FAfvxsvM-2560-80-1.jpg\" alt=\"\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0627\u0644\u062f\u0641\u0627\u0639\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629: \u0627\u0644\u0631\u0635\u062f \u0647\u0648 \u0627\u0644\u0641\u062c\u0648\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629\" width=\"2560\" height=\"1707\" \/><\/div>\n<p>&#1601;&#1575;&#1604;&#1594;&#1575;&#1604;&#1576;&#1610;&#1577; &#1575;&#1604;&#1593;&#1592;&#1605;&#1609; &#1605;&#1606;&#1607;&#1575; &#1610;&#1605;&#1603;&#1606; &#1575;&#1604;&#1578;&#1606;&#1576;&#1572; &#1576;&#1607;&#1575; &#1573;&#1604;&#1609; &#1581;&#1583; &#1603;&#1576;&#1610;&#1585;&#1548; &#1573;&#1584; &#1578;&#1587;&#1604;&#1603; &#1606;&#1601;&#1587; &#1575;&#1604;&#1605;&#1587;&#1575;&#1585;&#1575;&#1578; &#1575;&#1604;&#1605;&#1571;&#1604;&#1608;&#1601;&#1577; &#1575;&#1604;&#1578;&#1610; &#1578;&#1605;&#1579;&#1604; &#1571;&#1602;&#1604; &#1605;&#1602;&#1575;&#1608;&#1605;&#1577; &#1593;&#1576;&#1585; &#1576;&#1610;&#1574;&#1575;&#1578; &#1575;&#1604;&#1590;&#1581;&#1575;&#1610;&#1575;.<\/p>\n<p>&#1605;&#1575; &#1610;&#1576;&#1602;&#1609; &#1594;&#1610;&#1585; &#1605;&#1578;&#1608;&#1602;&#1593; &#1604;&#1610;&#1587; &#1587;&#1604;&#1608;&#1603; &#1575;&#1604;&#1605;&#1607;&#1575;&#1580;&#1605;&#1610;&#1606;&#1548; &#1576;&#1604; &#1575;&#1604;&#1583;&#1601;&#1575;&#1593; &#1575;&#1604;&#1578;&#1606;&#1592;&#1610;&#1605;&#1610; &#1606;&#1601;&#1587;&#1607;.<\/p>\n<p>&#1594;&#1575;&#1604;&#1576;&#1611;&#1575; &#1605;&#1575; &#1578;&#1615;&#1602;&#1608;&#1617;&#1614;&#1590; &#1575;&#1587;&#1578;&#1585;&#1575;&#1578;&#1610;&#1580;&#1610;&#1575;&#1578; &#1575;&#1604;&#1571;&#1605;&#1606; &#1576;&#1587;&#1576;&#1576; &#1587;&#1608;&#1569; &#1575;&#1604;&#1578;&#1603;&#1608;&#1610;&#1606;&#1548; &#1608;&#1575;&#1604;&#1575;&#1605;&#1578;&#1610;&#1575;&#1586;&#1575;&#1578; &#1575;&#1604;&#1605;&#1601;&#1585;&#1591;&#1577;&#1548; &#1608;&#1575;&#1604;&#1582;&#1583;&#1605;&#1575;&#1578; &#1575;&#1604;&#1605;&#1603;&#1588;&#1608;&#1601;&#1577;&#1548; &#1608;&#1575;&#1604;&#1575;&#1578;&#1589;&#1575;&#1604;&#1575;&#1578; &#1594;&#1610;&#1585; &#1575;&#1604;&#1605;&#1585;&#1575;&#1602;&#1576;&#1577; &#1576;&#1610;&#1606; &#1575;&#1604;&#1571;&#1606;&#1592;&#1605;&#1577;.<\/p>\n<p>&#1593;&#1606;&#1583;&#1605;&#1575; &#1578;&#1593;&#1605;&#1604; &#1575;&#1604;&#1588;&#1585;&#1603;&#1575;&#1578; &#1576;&#1583;&#1601;&#1575;&#1593;&#1575;&#1578; &#1594;&#1610;&#1585; &#1605;&#1608;&#1579;&#1608;&#1602;&#1577; &#1605;&#1576;&#1606;&#1610;&#1577; &#1593;&#1604;&#1609; &#1582;&#1585;&#1575;&#1574;&#1591; &#1594;&#1610;&#1585; &#1605;&#1603;&#1578;&#1605;&#1604;&#1577;&#1548; &#1601;&#1573;&#1606; &#1581;&#1578;&#1609; &#1575;&#1604;&#1607;&#1580;&#1608;&#1605; &#1575;&#1604;&#1571;&#1603;&#1579;&#1585; &#1602;&#1575;&#1576;&#1604;&#1610;&#1577; &#1604;&#1604;&#1578;&#1606;&#1576;&#1572; &#1576;&#1607; &#1610;&#1571;&#1578;&#1610; &#1576;&#1605;&#1579;&#1575;&#1576;&#1577; &#1605;&#1601;&#1575;&#1580;&#1571;&#1577;.<\/p>\n<h2 id=\"section-1\">&#1604;&#1605;&#1575;&#1584;&#1575; &#1610;&#1608;&#1575;&#1580;&#1607; &#1575;&#1604;&#1605;&#1583;&#1575;&#1601;&#1593;&#1608;&#1606; &#1589;&#1593;&#1608;&#1576;&#1577; &#1601;&#1610; &#1601;&#1607;&#1605; &#1582;&#1585;&#1575;&#1574;&#1591; &#1575;&#1604;&#1571;&#1605;&#1606;&#1567;<\/h2>\n<p>&#1604;&#1610;&#1587; &#1605;&#1606; &#1575;&#1604;&#1605;&#1576;&#1575;&#1604;&#1594;&#1577; &#1575;&#1604;&#1602;&#1608;&#1604; &#1573;&#1606; &#1575;&#1604;&#1580;&#1607;&#1575;&#1578; &#1575;&#1604;&#1601;&#1575;&#1593;&#1604;&#1577; &#1604;&#1604;&#1578;&#1607;&#1583;&#1610;&#1583; &#1594;&#1575;&#1604;&#1576;&#1611;&#1575; &#1605;&#1575; &#1578;&#1605;&#1578;&#1604;&#1603; &#1589;&#1608;&#1585;&#1577; &#1571;&#1608;&#1590;&#1581; &#1604;&#1603;&#1610;&#1601;&#1610;&#1577; &#1575;&#1578;&#1589;&#1575;&#1604; &#1575;&#1604;&#1571;&#1606;&#1592;&#1605;&#1577; &#1605;&#1602;&#1575;&#1585;&#1606;&#1577; &#1576;&#1605;&#1593;&#1592;&#1605; &#1601;&#1585;&#1602; &#1575;&#1604;&#1571;&#1605;&#1606;.<\/p>\n<p>&#1593;&#1576;&#1585; &#1576;&#1610;&#1574;&#1575;&#1578; &#1575;&#1604;&#1581;&#1608;&#1587;&#1576;&#1577; &#1575;&#1604;&#1607;&#1580;&#1610;&#1606;&#1577; &#1608;&#1578;&#1605;&#1603;&#1606; &#1575;&#1604;&#1582;&#1576;&#1585;&#1575;&#1569; &#1605;&#1606; &#1575;&#1582;&#1578;&#1585;&#1575;&#1602; <a href=\"https:\/\/www.dztecs.com\/ai\/experts-manage-to-hack-microsoft-copilot-by-continually-asking-it-questions-about-itself\/\" title=\"&#1575;&#1604;&#1582;&#1576;&#1585;&#1575;&#1569; &#1610;&#1582;&#1578;&#1585;&#1602;&#1608;&#1606; Microsoft Copilot &#1576;&#1591;&#1585;&#1581; &#1571;&#1587;&#1574;&#1604;&#1577; &#1605;&#1578;&#1608;&#1575;&#1589;&#1604;&#1577; &#1581;&#1608;&#1604; &#1584;&#1575;&#1578;&#1607;\" class=\"vfocused-internal-link\">Microsoft Copilot &#1576;&#1591;&#1585;&#1581;<\/a> &#1571;&#1587;&#1574;&#1604;&#1577; &#1605;&#1578;&#1608;&#1575;&#1589;&#1604;&#1577; &#1581;&#1608;&#1604; &#1584;&#1575;&#1578;&#1607;&#1548; &#1605;&#1605;&#1575; &#1610;&#1576;&#1585;&#1586; &#1607;&#1584;&#1607; &#1575;&#1604;&#1602;&#1583;&#1585;&#1575;&#1578; &#1575;&#1604;&#1605;&#1578;&#1586;&#1575;&#1610;&#1583;&#1577;.<\/p>\n<p>&#1571;&#1589;&#1576;&#1581; &#1607;&#1584;&#1575; &#1575;&#1604;&#1578;&#1601;&#1575;&#1608;&#1578; &#1575;&#1604;&#1605;&#1578;&#1586;&#1575;&#1610;&#1583; &#1576;&#1587;&#1585;&#1593;&#1577; &#1576;&#1610;&#1606; &#1587;&#1585;&#1593;&#1577; &#1575;&#1604;&#1605;&#1607;&#1575;&#1580;&#1605;&#1610;&#1606; &#1608;&#1575;&#1587;&#1578;&#1580;&#1575;&#1576;&#1577; &#1575;&#1604;&#1605;&#1583;&#1575;&#1601;&#1593;&#1610;&#1606; &#1607;&#1608; &#1575;&#1604;&#1606;&#1578;&#1610;&#1580;&#1577; &#1575;&#1604;&#1571;&#1603;&#1579;&#1585; &#1573;&#1579;&#1575;&#1585;&#1577; &#1604;&#1604;&#1602;&#1604;&#1602; &#1576;&#1587;&#1576;&#1576; &#1606;&#1602;&#1575;&#1591; &#1575;&#1604;&#1590;&#1593;&#1601; &#1601;&#1610; &#1575;&#1604;&#1583;&#1601;&#1575;&#1593;&#1575;&#1578; &#1575;&#1604;&#1581;&#1583;&#1610;&#1579;&#1577;.<\/p>\n<h2 id=\"section-2\">&#1573;&#1593;&#1575;&#1583;&#1577; &#1589;&#1610;&#1575;&#1594;&#1577; &#1575;&#1587;&#1578;&#1585;&#1575;&#1578;&#1610;&#1580;&#1610;&#1577; &#1575;&#1604;&#1583;&#1601;&#1575;&#1593;<\/h2>\n<p>&#1605;&#1593; &#1586;&#1610;&#1575;&#1583;&#1577; &#1575;&#1604;&#1605;&#1607;&#1575;&#1580;&#1605;&#1610;&#1606; &#1604;&#1587;&#1585;&#1593;&#1578;&#1607;&#1605; &#1608;&#1583;&#1602;&#1578;&#1607;&#1605; &#1576;&#1575;&#1587;&#1578;&#1582;&#1583;&#1575;&#1605; <a href=\"https:\/\/www.dztecs.com\/ai\/over-half-of-americans-are-concerned-about-ai-in-daily-life-with-tech-leaders-and-ai-gurus-desperately-trying-to-calm-the-number-one-fear\/\" title=\"&#1575;&#1604;&#1584;&#1603;&#1575;&#1569; &#1575;&#1604;&#1575;&#1589;&#1591;&#1606;&#1575;&#1593;&#1610; &#1575;&#1604;&#1610;&#1608;&#1605;&#1610;: &#1571;&#1603;&#1579;&#1585; &#1605;&#1606; &#1606;&#1589;&#1601; &#1575;&#1604;&#1571;&#1605;&#1585;&#1610;&#1603;&#1610;&#1610;&#1606; &#1602;&#1604;&#1602;&#1608;&#1606;&#1548; &#1608;&#1602;&#1575;&#1583;&#1577; &#1575;&#1604;&#1578;&#1603;&#1606;&#1608;&#1604;&#1608;&#1580;&#1610;&#1575; &#1610;&#1607;&#1583;&#1574;&#1608;&#1606;\" class=\"vfocused-internal-link\">&#1575;&#1604;&#1584;&#1603;&#1575;&#1569; &#1575;&#1604;&#1575;&#1589;&#1591;&#1606;&#1575;&#1593;&#1610;<\/a>&#1548; &#1604;&#1605; &#1578;&#1593;&#1583; &#1575;&#1604;&#1606;&#1605;&#1575;&#1584;&#1580; &#1575;&#1604;&#1578;&#1602;&#1604;&#1610;&#1583;&#1610;&#1577; &#1575;&#1604;&#1602;&#1575;&#1574;&#1605;&#1577; &#1593;&#1604;&#1609; &#1575;&#1604;&#1608;&#1602;&#1575;&#1610;&#1577; &#1608;&#1575;&#1604;&#1603;&#1588;&#1601; &#1608;&#1581;&#1583;&#1607;&#1575; &#1603;&#1575;&#1601;&#1610;&#1577;. &#1601;&#1575;&#1604;&#1603;&#1588;&#1601; &#1583;&#1608;&#1606; &#1575;&#1604;&#1602;&#1583;&#1585;&#1577; &#1593;&#1604;&#1609; &#1575;&#1604;&#1578;&#1589;&#1585;&#1601; &#1576;&#1587;&#1585;&#1593;&#1577; &#1610;&#1608;&#1587;&#1593; &#1576;&#1576;&#1587;&#1575;&#1591;&#1577; &#1606;&#1575;&#1601;&#1584;&#1577; &#1575;&#1604;&#1601;&#1585;&#1589;&#1577; &#1604;&#1604;&#1605;&#1607;&#1575;&#1580;&#1605;.<\/p>\n<p>&#1610;&#1578;&#1591;&#1604;&#1576; &#1578;&#1593;&#1586;&#1610;&#1586; &#1575;&#1604;&#1605;&#1585;&#1608;&#1606;&#1577; &#1578;&#1581;&#1608;&#1604;&#1575;&#1611; &#1580;&#1608;&#1607;&#1585;&#1610;&#1611;&#1575; &#1601;&#1610; &#1603;&#1610;&#1601;&#1610;&#1577; &#1578;&#1601;&#1603;&#1610;&#1585; &#1575;&#1604;&#1605;&#1572;&#1587;&#1587;&#1575;&#1578; &#1601;&#1610; &#1573;&#1610;&#1602;&#1575;&#1601; &#1575;&#1604;&#1607;&#1580;&#1605;&#1575;&#1578; &#1576;&#1605;&#1580;&#1585;&#1583; &#1575;&#1582;&#1578;&#1585;&#1575;&#1602;&#1607;&#1575; &#1604;&#1604;&#1571;&#1606;&#1592;&#1605;&#1577;. &#1607;&#1584;&#1575; &#1575;&#1604;&#1578;&#1581;<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u062a\u0648\u0642\u0639\u0629 \u0648\u0627\u0644\u062f\u0641\u0627\u0639\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629. \u0627\u0643\u062a\u0634\u0641 \u0644\u0645\u0627\u0630\u0627 \u062a\u064f\u0639\u062f \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 (Observability) \u0647\u064a \u0627\u0644\u0641\u062c\u0648\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u0643\u064a\u0641 \u062a\u0633\u062f\u0647\u0627 \u0644\u062a\u0639\u0632\u064a\u0632 \u062f\u0641\u0627\u0639\u0627\u062a\u0643 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629.<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":3,"featured_media":8272,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[50],"class_list":["post-8271","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0627\u0644\u062f\u0641\u0627\u0639\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629: \u0627\u0644\u0631\u0635\u062f \u0647\u0648 \u0627\u0644\u0641\u062c\u0648\u0629 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