{"id":41354,"date":"2024-10-23T10:00:06","date_gmt":"2024-10-23T06:00:06","guid":{"rendered":"https:\/\/mastsavlebeli.ge\/?p=41354"},"modified":"2024-10-23T10:07:54","modified_gmt":"2024-10-23T06:07:54","slug":"ai-%e1%83%a9%e1%83%90%e1%83%a2%e1%83%91%e1%83%9d%e1%83%a2%e1%83%94%e1%83%91%e1%83%98%e1%83%a1-%e1%83%99%e1%83%9d%e1%83%9b%e1%83%a3%e1%83%9c%e1%83%98%e1%83%99%e1%83%90%e1%83%aa%e1%83%98%e1%83%90-2","status":"publish","type":"post","link":"https:\/\/mastsavlebeli.ge\/?p=41354","title":{"rendered":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8"},"content":{"rendered":"<p>&#8220;\u10d4\u10dc\u10d8\u10e1 \u10d0\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d7\u10e3 \u10e8\u10d4\u10d5\u10eb\u10da\u10d4\u10d1\u10d3\u10d8\u10d7 \u10d2\u10d0\u10d2\u10d5\u10d4\u10d2\u10dd, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d4\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1, \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d2\u10d5\u10d4\u10eb\u10da\u10d4\u10d1\u10dd\u10d3\u10d0 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e8\u10d8&#8221;.<\/p>\n<p><strong>Noam Chomsky, &#8220;Language and Problems of Knowledge&#8221;<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>AI \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc \u10e1\u10e3\u10da \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d3\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10ee\u10d3\u10d4\u10d1\u10d0. \u10d7\u10e3 \u10d3\u10d8\u10d3\u10ee\u10d0\u10dc\u10e1 \u10e1\u10d0\u10e3\u10d1\u10e0\u10dd\u10d1\u10d7 \u10db\u10d0\u10d7\u10d7\u10d0\u10dc, \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10d7, \u10e0\u10dd\u10db \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0\u10e1 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10da\u10d4\u10e5\u10e1\u10d8\u10d9\u10d0\u10e1, \u10e1\u10e2\u10d8\u10da\u10e1, \u10e4\u10e0\u10d0\u10d6\u10d4\u10dd\u10da\u10dd\u10d2\u10d8\u10d0\u10e1 \u10d3\u10d0 \u10db\u10d4\u10e2\u10d8 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10dd\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d7\u10e5\u10d5\u10d4\u10dc\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d4\u10d1\u10d4\u10da\u10d8 \u10db\u10ea\u10d8\u10e0\u10d4 \u10dd\u10e0\u10d7\u10dd\u10d2\u10e0\u10d0\u10e4\u10d8\u10e3\u10da\u10d8 \u10d0\u10dc \u10d2\u10e0\u10d0\u10db\u10d0\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10e8\u10d4\u10ea\u10d3\u10dd\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d0\u10ea \u10d9\u10d8 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7. \u10e7\u10dd\u10d5\u10d4\u10da\u10d8 \u10d0\u10ee\u10d0\u10da\u10d8 \u10d5\u10d4\u10e0\u10e1\u10d8\u10d0 \u10e1\u10e3\u10da \u10e3\u10e4\u10e0\u10dd \u10db\u10d4\u10e2\u10d0\u10d3 \u10d0\u10e0\u10d8\u10e1 \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d3\u10d0 \u10d0\u10d3\u10d0\u10de\u10e2\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0, \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5 \u10db\u10d4\u10e2\u10e7\u10d5\u10d4\u10da\u10d4\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc. \u10d0\u10db\u10d0\u10e1\u10d7\u10d0\u10dc \u10d4\u10e0\u10d7\u10d0\u10d3, \u10d8\u10e1\u10d8\u10dc\u10d8 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10da\u10d8\u10dc\u10d2\u10d5\u10d8\u10e1\u10e2\u10e3\u10e0 \u10db\u10d0\u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d4\u10d1\u10da\u10d4\u10d1\u10e1 \u10d9\u10d8 \u10d0\u10e0 \u10d8\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d4\u10dc, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d9\u10d0\u10e0\u10d2\u10d0\u10d3 \u10d8\u10ea\u10dc\u10dd\u10d1\u10d4\u10dc \u10d3\u10d0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d9\u10e3\u10da\u10e2\u10e3\u10e0\u10e3\u10da, \u10d4\u10d7\u10dc\u10d8\u10d9\u10e3\u10e0, \u10e0\u10d4\u10da\u10d8\u10d2\u10d8\u10e3\u10e0 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10e1\u10d0\u10ea.<\/p>\n<p>\u10ee\u10e8\u10d8\u10e0\u10d8 \u10e1\u10d0\u10e3\u10d1\u10e0\u10d8\u10e1\u10d0\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10db\u10dd\u10d2\u10d4\u10e9\u10d5\u10d4\u10dc\u10dd\u10d7, \u10e0\u10dd\u10db \u10d8\u10e1\u10d8\u10dc\u10d8 \u10e3\u10d9\u10d5\u10d4 \u10eb\u10d0\u10da\u10d8\u10d0\u10dc \u10d3\u10d0\u10d2\u10d4\u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10dc\u10d4\u10dc \u10d7\u10e5\u10d5\u10d4\u10dc \u10d3\u10d0 \u10e3\u10e4\u10e0\u10dd \u10db\u10d4\u10e2\u10d8\u10ea \u2013 \u10d6\u10dd\u10d2\u10ef\u10d4\u10e0 \u10d2\u10d2\u10dd\u10dc\u10d8\u10d0\u10d7, \u10e0\u10dd\u10db \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10d7\u10e5\u10d5\u10d4\u10dc\u10d8 \u10ea\u10dc\u10dd\u10d1\u10d8\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e4\u10d0\u10e0\u10d7\u10dd\u10d4\u10d1\u10e3\u10da\u10d8 \u10d5\u10d4\u10e0\u10e1\u10d8\u10d0\u10d0.<\/p>\n<p>\u10d0\u10db \u10e7\u10d5\u10d4\u10da\u10d0\u10e4\u10e0\u10d8\u10e1 \u10e4\u10d8\u10e5\u10e0\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10d2\u10e0\u10eb\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10e1 \u10d2\u10d5\u10d0\u10eb\u10da\u10d4\u10d5\u10e1 \u10d4\u10e0\u10d7\u10d8 \u10e3\u10dc\u10d8\u10d5\u10d4\u10e0\u10e1\u10d0\u10da\u10e3\u10e0\u10d8 \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d0\u10d3 \u10e3\u10d3\u10d4\u10d5\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0\u10e1. \u10d4\u10e1 \u10d2\u10d0\u10ee\u10da\u10d0\u10d5\u10d7 <strong>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8.<\/strong><\/p>\n<p>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 (\u03bc\u03af\u03bc\u03b7\u03c3\u03b9\u03c2, \u10d1\u10d4\u10e0\u10eb\u10dc\u10e3\u10da\u10d0\u10d3 \u2013 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d0) \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10e3\u10e0\u10d8 \u10e2\u10d4\u10e0\u10db\u10d8\u10dc\u10d8\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d2\u10e3\u10da\u10d8\u10e1\u10ee\u10db\u10dd\u10d1\u10e1 \u10d1\u10e3\u10dc\u10d4\u10d1\u10d8\u10e1, \u10e0\u10d4\u10d0\u10da\u10dd\u10d1\u10d8\u10e1 \u10d0\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10e5\u10db\u10d4\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d1\u10d0\u10eb\u10d5\u10d0\u10e1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10d4\u10d1\u10d0\u10e8\u10d8, \u10da\u10d8\u10e2\u10d4\u10e0\u10d0\u10e2\u10e3\u10e0\u10d0\u10e1 \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10e8\u10d4\u10db\u10dd\u10e5\u10db\u10d4\u10d3\u10d4\u10d1\u10d8\u10d7 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10e8\u10d8. \u10d4\u10e1 \u10d9\u10dd\u10dc\u10ea\u10d4\u10e4\u10ea\u10d8\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0\u10dc\u10d0\u10d8\u10e0\u10d0\u10d3 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10d4\u10d1\u10d0, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10d4\u10e0\u10d7\u10d8 \u10e0\u10d0\u10db \u10e3\u10d3\u10d0\u10d5\u10dd\u10d0: \u10d8\u10e1 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1 \u201e\u10db\u10d8\u10d1\u10d0\u10eb\u10d5\u10d0\u10e1\u201c, \u10d8\u10db\u10d8\u10e2\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1.<\/p>\n<p>\u10de\u10dd\u10d4\u10e2\u10d8\u10d9\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10d0\u10e8\u10d8 \u10d4\u10e1 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10d4\u10e1 \u10de\u10da\u10d0\u10e2\u10dd\u10dc\u10db\u10d0 \u10d3\u10d0 \u10d0\u10e0\u10d8\u10e1\u10e2\u10dd\u10e2\u10d4\u10da\u10d4\u10db, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10db\u10d0\u10e1 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0\u10dc\u10d0\u10d8\u10e0\u10d0\u10d3 \u10d0\u10e6\u10d8\u10e5\u10d5\u10d0\u10db\u10d3\u10dc\u10d4\u10dc. \u10de\u10da\u10d0\u10e2\u10dd\u10dc\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10dd\u10d1\u10d8\u10e1 \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10d1\u10d0\u10da, \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d0\u10d3 \u10e1\u10e0\u10e3\u10da\u10e7\u10dd\u10e4\u10d8\u10da \u10d0\u10e1\u10da\u10e1, \u10ee\u10dd\u10da\u10dd \u10d0\u10e0\u10d8\u10e1\u10e2\u10dd\u10e2\u10d4\u10da\u10d4 \u10db\u10d0\u10e1 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10d0\u10d5\u10d3\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d1\u10e3\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d9\u10d0\u10dc\u10dd\u10dc\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d0\u10d3 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e1, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10ea\u10d5\u10da\u10d8\u10e1 \u10d0\u10dc \u10d0\u10d5\u10e1\u10d4\u10d1\u10e1 \u10e0\u10d4\u10d0\u10da\u10dd\u10d1\u10d0\u10e1. \u10d3\u10d0\u10db\u10d4\u10d7\u10d0\u10dc\u10ee\u10db\u10d4\u10d1\u10d8\u10d7, \u10dd\u10e0\u10d8\u10d5\u10d4 \u10d2\u10d0\u10dc\u10ee\u10d8\u10da\u10d5\u10d0 \u10eb\u10d0\u10da\u10d8\u10d0\u10dc \u10e1\u10d0\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10dd\u10d0 \u10d3\u10d0 \u10d5\u10e4\u10d8\u10e5\u10e0\u10dd\u10d1, \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d8\u10e1 \u10d2\u10d0\u10dc\u10e1\u10ee\u10d5\u10d0\u10d5\u10d4\u10d1\u10e3\u10da \u10d0\u10e1\u10de\u10d4\u10e5\u10e2\u10d4\u10d1\u10e1 \u10ec\u10d0\u10e0\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10e1.<\/p>\n<p>\u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 (AI) \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0\u10db \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d8\u10e1 (Natural Language Processing &#8211; NLP) \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d7\u10d0 \u10d4\u10e0\u10d7-\u10d4\u10e0\u10d7\u10d8 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10db\u10d8\u10d6\u10d0\u10dc\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8. AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10da\u10d8\u10dc\u10d2\u10d5\u10d8\u10e1\u10e2\u10e3\u10e0 \u10db\u10d4\u10e5\u10d0\u10dc\u10d8\u10d6\u10db\u10d4\u10d1\u10e1 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc, \u10e0\u10d0\u10d7\u10d0 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d0\u10d3 \u10d3\u10d0 \u10e3\u10e4\u10e0\u10dd \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d0\u10d3 \u10d8\u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10dd\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc. \u10d4\u10e1 \u10e1\u10e2\u10d0\u10e2\u10d8\u10d0 \u10db\u10d8\u10d6\u10dc\u10d0\u10d3 \u10d8\u10e1\u10d0\u10ee\u10d0\u10d5\u10e1 \u10d2\u10d0\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10dd\u10e1, \u10d7\u10e3 \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10ee\u10d3\u10d4\u10dc\u10d4\u10dc \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d4\u10dc\u10d8\u10e1 \u10e1\u10e2\u10e0\u10e3\u10e5\u10e2\u10e3\u10e0\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d1\u10d0\u10eb\u10d5\u10d0\u10e1 \u10d3\u10d0 \u10e0\u10d0 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10e1 \u10d0\u10ec\u10e7\u10d3\u10d4\u10d1\u10d8\u10d0\u10dc \u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e8\u10d8.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u10da\u10d8\u10dc\u10d2\u10d5\u10d8\u10e1\u10e2\u10e3\u10e0\u10d8 \u10db\u10d4\u10e5\u10d0\u10dc\u10d8\u10d6\u10db\u10d4\u10d1\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10e8\u10d8<\/strong><\/p>\n<p>AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1 \u10e8\u10d4\u10d8\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10d0\u10dc \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 (Deep Learning) \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10d7. \u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e8\u10d8 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d4\u10e7\u10e0\u10d3\u10dc\u10dd\u10d1\u10d8\u10d0\u10dc \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d9\u10dd\u10e0\u10de\u10e3\u10e1\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10d5\u10e0\u10ea\u10d4\u10da \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10e1 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc \u10d3\u10d0 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10e8\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d4\u10dc. \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\u10e1 \u10db\u10d4\u10e5\u10d0\u10dc\u10d8\u10d6\u10db\u10d4\u10d1\u10e8\u10d8 \u10ea\u10d4\u10dc\u10e2\u10e0\u10d0\u10da\u10e3\u10e0\u10d8 \u10e0\u10dd\u10da\u10d8 \u10d4\u10dc\u10d8\u10ed\u10d4\u10d1\u10d0 \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 GPT (Generative Pre-trained Transformer). \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d7\u10d5\u10d8\u10d7\u10e8\u10d4\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10e3\u10da \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10e1 (self-attention mechanism), \u10e0\u10d0\u10ea \u10db\u10d0\u10d7 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1, \u10d2\u10d0\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10dd\u10dc \u10e1\u10d8\u10e2\u10e7\u10d5\u10d0\u10d7\u10d0 \u10e8\u10dd\u10e0\u10d8\u10e1 \u10e3\u10e0\u10d7\u10d8\u10d4\u10e0\u10d7\u10dd\u10d1\u10d4\u10d1\u10d8 \u10d2\u10e0\u10eb\u10d4\u10da \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10e8\u10d8. GPT \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10d8\u10e1 \u10e4\u10d0\u10e0\u10d7\u10dd \u10db\u10d0\u10e1\u10d0\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d6\u10d4 \u10d3\u10d0 \u10e8\u10d4\u10d8\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10d0\u10dc \u10e1\u10d8\u10e2\u10e7\u10d5\u10d0\u10d7\u10d0 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d8\u10e1, \u10e1\u10d8\u10dc\u10e2\u10d0\u10e5\u10e1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d4\u10db\u10d0\u10dc\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10e1.<\/p>\n<p>\u10d6\u10d4\u10db\u10dd\u10d7 \u10e9\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10da \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10d8\u10d7 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d0\u10d7\u10d0 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d2\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e1 \u10d8\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d4\u10dc \u10d8\u10db \u10e1\u10e2\u10d0\u10e2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d8\u10ee\u10e8\u10d8\u10e0\u10d4\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10dc\u10d8\u10db\u10e3\u10e8\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d6\u10d4, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc \u10d9\u10dd\u10e0\u10de\u10e3\u10e1\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc. \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0 \u10ee\u10d3\u10d4\u10d1\u10d0 \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d6\u10d4 \u10d3\u10d0\u10e7\u10e0\u10d3\u10dc\u10dd\u10d1\u10d8\u10d7, \u10e0\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0, \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10db\u10d0 \u10e1\u10d0\u10d9\u10db\u10d0\u10dd\u10d3 \u10d6\u10e3\u10e1\u10e2\u10d0\u10d3 \u10db\u10d8\u10d1\u10d0\u10eb\u10dd\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0 \u10e1\u10d0\u10e3\u10d1\u10d0\u10e0\u10e1. \u10db\u10d4\u10e5\u10d0\u10dc\u10d8\u10d6\u10db\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e1 \u10db\u10d0\u10e0\u10d7\u10d0\u10d5\u10e1, \u10d4\u10e7\u10e0\u10d3\u10dc\u10dd\u10d1\u10d0 \u201e\u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d8\u10d7\u10d8 \u10e1\u10e3\u10d1\u10e1\u10d8\u10d3\u10d8\u10d8\u10e1\u201c (conditional probability) \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10e1 \u2013 \u10e7\u10dd\u10d5\u10d4\u10da\u10d8 \u10d0\u10ee\u10d0\u10da\u10d8 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10ec\u10d8\u10dc\u10d0\u10db\u10dd\u10e0\u10d1\u10d4\u10d3 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d6\u10d4.<\/p>\n<p>\u10d2\u10e0\u10d0\u10db\u10d0\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10e1\u10e2\u10e0\u10e3\u10e5\u10e2\u10e3\u10e0\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\u10e1 \u10d3\u10e0\u10dd\u10e1 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10e1\u10d8\u10dc\u10e2\u10d0\u10e5\u10e1\u10e3\u10e0 \u10dc\u10dd\u10e0\u10db\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc, \u10d7\u10e3\u10db\u10ea\u10d0 \u10db\u10d0\u10d7\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10d0\u10d2\u10d4\u10d1\u10e3\u10da\u10d8 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8 \u10d6\u10dd\u10d2\u10ef\u10d4\u10e0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10e3\u10d2\u10d4\u10d1\u10d0\u10e0\u10d8 \u10d8\u10e7\u10dd\u10e1, \u10d7\u10e3 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d8 \u10e0\u10d7\u10e3\u10da\u10d8\u10d0 \u10d0\u10dc \u10d0\u10e0\u10d0\u10d6\u10e3\u10e1\u10e2\u10d8.<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10e1\u10d0\u10e0\u10d2\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10dc \u10d3\u10d8\u10d0\u10da\u10dd\u10d2\u10e3\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10d7, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10de\u10d0\u10e1\u10e3\u10ee\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d8 \u10e0\u10d4\u10d0\u10d2\u10d8\u10e0\u10d4\u10d1\u10d0.<\/p>\n<p>\u10e1\u10e2\u10d0\u10e2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc \u10e4\u10e0\u10d0\u10d6\u10d4\u10d1\u10d8\u10e1 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10e1.<\/p>\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10ec\u10d0\u10e0\u10db\u10dd\u10d8\u10d3\u10d2\u10d8\u10dc\u10d4\u10d7, \u10e0\u10dd\u10db \u10d2\u10d5\u10d0\u10e5\u10d5\u10e1 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d0: &#8220;\u10db\u10d4 \u10db\u10d8\u10e7\u10d5\u10d0\u10e0\u10e1 ___&#8221;. \u10e1\u10e2\u10d0\u10e2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d8 \u10e8\u10d4\u10d8\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10e1 \u10e2\u10d4\u10e5\u10e1\u10e2\u10e1 \u10d3\u10d0 \u10d3\u10d0\u10d8\u10d7\u10d5\u10da\u10d8\u10e1, \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10ef\u10d4\u10e0 \u10d2\u10d5\u10ee\u10d5\u10d3\u10d4\u10d1\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d0 \u10d0\u10db \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10e8\u10d8. \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d8\u10dc\u10dd\u10e1, \u10e0\u10dd\u10db &#8220;\u10ed\u10d0\u10db\u10d0&#8221; \u10e3\u10e4\u10e0\u10dd \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d2\u10d5\u10ee\u10d5\u10d3\u10d4\u10d1\u10d0, \u10d5\u10d8\u10d3\u10e0\u10d4 &#8220;\u10e1\u10d8\u10e0\u10d1\u10d8\u10da\u10d8&#8221;, \u10d0\u10db\u10d8\u10e2\u10dd\u10db \u10d8\u10e1 \u10e3\u10e4\u10e0\u10dd \u10db\u10d0\u10e6\u10d0\u10da \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10e1 \u10db\u10d8\u10d0\u10dc\u10d8\u10ed\u10d4\u10d1\u10e1 &#8220;\u10ed\u10d0\u10db\u10d0\u10e1&#8221;.<\/p>\n<p>\u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8, \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u2013\u10d0\u10e0\u10e5\u10d8\u10e2\u10d4\u10e5\u10e2\u10e3\u10e0\u10d4\u10d1\u10d8, \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10e2\u10d5\u10d8\u10dc\u10d8\u10e1 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d8\u10e1 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d0\u10e1 \u10d0\u10ee\u10d3\u10d4\u10dc\u10d4\u10dc. \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8 \u10e1\u10de\u10d4\u10ea\u10d8\u10e4\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e2\u10d8\u10de\u10d8\u10e1 \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10d0, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10d9\u10d0\u10e0\u10d2\u10d0\u10d3 \u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10e1 \u10d4\u10dc\u10d0\u10e1.<\/p>\n<p>\u10d5\u10d7\u10e5\u10d5\u10d0\u10d7, \u10d1\u10d0\u10d5\u10e8\u10d5\u10e1 \u10d4\u10dc\u10d0\u10e1 \u10d0\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10d7. \u10d8\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d8\u10db\u10d0\u10ee\u10e1\u10dd\u10d5\u10e0\u10d4\u10d1\u10e1 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10e1, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10e1 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10e1, \u10d2\u10e0\u10d0\u10db\u10d0\u10e2\u10d8\u10d9\u10d0\u10e1 \u10d3\u10d0 \u10dc\u10d8\u10e3\u10d0\u10dc\u10e1\u10d4\u10d1\u10e1\u10d0\u10ea. \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8\u10ea \u10d0\u10db\u10d2\u10d5\u10d0\u10e0\u10d0\u10d3 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d4\u10dc &#8211; \u10d8\u10e1\u10d8\u10dc\u10d8 &#8220;\u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc&#8221; \u10d4\u10dc\u10d8\u10e1 \u10e1\u10e2\u10e0\u10e3\u10e5\u10e2\u10e3\u10e0\u10d0\u10e1 \u10d3\u10d0 \u10e8\u10d8\u10dc\u10d0\u10d0\u10e0\u10e1\u10e1 \u10d3\u10d8\u10d3\u10d8 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10e1 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8\u10e1\u10d0\u10e1.<\/p>\n<p>\u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0 \u10d0\u10e0\u10d8\u10e1 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10db\u10e0\u10d0\u10d5\u10d0\u10da\u10e8\u10e0\u10d8\u10d0\u10dc \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10e3\u10da \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10e1 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 \u10e0\u10d7\u10e3\u10da\u10d8 \u10de\u10d0\u10e2\u10d4\u10e0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10e1\u10d0\u10ea\u10dc\u10dd\u10d1\u10d0\u10d3. \u10ec\u10d0\u10e0\u10db\u10dd\u10d8\u10d3\u10d2\u10d8\u10dc\u10d4\u10d7, \u10e0\u10dd\u10db \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d7 \u10e3\u10ea\u10ee\u10dd \u10d4\u10dc\u10d0\u10e1. \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10e8\u10d4\u10d8\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10d7 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10e1, \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u2013 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10e1, \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u2013 \u10d2\u10e0\u10d0\u10db\u10d0\u10e2\u10d8\u10d9\u10e3\u10da \u10ec\u10d4\u10e1\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10d1\u10dd\u10da\u10dd\u10e1 \u2013 \u10d8\u10d3\u10d8\u10dd\u10db\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10d9\u10e3\u10da\u10e2\u10e3\u10e0\u10e3\u10da \u10dc\u10d8\u10e3\u10d0\u10dc\u10e1\u10d4\u10d1\u10e1. \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0 \u10d0\u10db \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10d8\u10d7 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 \u2013 \u10d8\u10ec\u10e7\u10d4\u10d1\u10e1 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d8 \u10de\u10d0\u10e2\u10d4\u10e0\u10dc\u10d4\u10d1\u10d8\u10d7 \u10d3\u10d0 \u10d7\u10d0\u10dc\u10d3\u10d0\u10d7\u10d0\u10dc\u10dd\u10d1\u10d8\u10d7 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10e1 \u10e3\u10e4\u10e0\u10dd \u10e0\u10d7\u10e3\u10da \u10d3\u10d0 \u10d0\u10d1\u10e1\u10e2\u10e0\u10d0\u10e5\u10e2\u10e3\u10da \u10d9\u10dd\u10dc\u10ea\u10d4\u10e4\u10ea\u10d8\u10d4\u10d1\u10e1.<\/p>\n<p>\u10d4\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d4\u10d1\u10d8 \u10d4\u10e0\u10d7\u10d0\u10d3 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10e8\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d2\u10d4\u10d1\u10d0\u10d3 \u10d3\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d8\u10e1\u10d8\u10dc\u10d8 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10d4\u10dc AI-\u10e1, \u10d2\u10d0\u10d8\u10d2\u10dd\u10e1 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d8, \u10d0\u10db\u10dd\u10d8\u10ea\u10dc\u10dd\u10e1 \u10de\u10d0\u10e2\u10d4\u10e0\u10dc\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d8.<\/p>\n<p>\u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10ec\u10d4\u10e0\u10d0 \u10d8\u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10ed\u10d8\u10e0\u10d3\u10d0, \u10e0\u10dd\u10db \u10d9\u10d0\u10e0\u10d2\u10d0\u10d3 \u10d2\u10d0\u10d5\u10d8\u10d2\u10dd\u10d7, \u10e0\u10d0\u10e2\u10dd\u10db \u10d3\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0, \u10e0\u10d0\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10d8\u10d7 \u10d2\u10d5\u10d1\u10d0\u10eb\u10d0\u10d5\u10d4\u10dc \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8.<\/p>\n<p>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10db\u10dd\u10d9\u10da\u10d4\u10d3 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d0\u10d3 \u10d0\u10e1\u10d4 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10e3\u10e0\u10d4\u10d1\u10d0:<\/p>\n<p>AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10e1\u10ec\u10d0\u10d5\u10da\u10d0\u10e1 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d8\u10d7 \u10d0\u10ee\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10dc. \u10d8\u10e1\u10d8\u10dc\u10d8 \u201e\u10d3\u10d8\u10d3 \u10ec\u10d8\u10d2\u10dc\u10d4\u10d1\u10e1\u201c \u10d9\u10d8\u10d7\u10ee\u10e3\u10da\u10dd\u10d1\u10d4\u10dc \u10d3\u10d0 \u10d8\u10db\u10d0\u10ee\u10e1\u10dd\u10d5\u10e0\u10d4\u10d1\u10d4\u10dc, \u10e0\u10d0 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8 \u10ee\u10d5\u10d3\u10d4\u10d1\u10d0\u10d7 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3. \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d0\u10d3, \u10db\u10d0\u10d7 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7, \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10dc \u10d0\u10ee\u10d0\u10da\u10d8 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8.<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d4\u10e0\u10d7\u10d2\u10d5\u10d0\u10e0\u10d8 \u201e\u10e1\u10e3\u10de\u10d4\u10e0\u10d2\u10dd\u10dc\u10d4\u10d1\u10d0\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d8 \u10f0\u10e5\u10d5\u10d8\u10d0 (\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, GPT). \u10d0\u10db \u10d2\u10dd\u10dc\u10d4\u10d1\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0, \u10ec\u10d0\u10d8\u10d9\u10d8\u10d7\u10ee\u10dd\u10e1 \u10d3\u10d0 \u10d2\u10d0\u10d8\u10d2\u10dd\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10e3\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10d8 \u10d4\u10e0\u10d7\u10db\u10d0\u10dc\u10d4\u10d7\u10e1 \u10d3\u10d8\u10d3 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10e8\u10d8. \u10d4\u10e1 \u10d2\u10dd\u10dc\u10d4\u10d1\u10d0 \u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e4\u10d4\u10e0\u10d8\u10e1 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e5\u10db\u10dc\u10d8\u10e1 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10e1 \u10d8\u10e1\u10d4, \u10d7\u10d8\u10d7\u10e5\u10dd\u10e1 \u10d7\u10d5\u10d8\u10d7\u10dd\u10dc\u10d0\u10ea \u201e\u10da\u10d0\u10de\u10d0\u10e0\u10d0\u10d9\u10dd\u10d1\u10d3\u10d4\u10e1\u201c.<\/p>\n<p><em>\u10e1\u10ec\u10d0\u10d5\u10da\u10d0: <\/em>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc \u10d3\u10d8\u10d3\u10d8 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10e1 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc.<\/p>\n<p><em>\u10de\u10d0\u10e2\u10d4\u10e0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ea\u10dc\u10dd\u10d1\u10d0:<\/em> \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d0\u10db\u10dd\u10d8\u10ea\u10dc\u10dd\u10d1\u10d4\u10dc \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5 \u10d3\u10d0 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10e1.<\/p>\n<p><em>\u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10d0: <\/em>\u10d0\u10db \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d6\u10d4 \u10e5\u10db\u10dc\u10d8\u10d0\u10dc \u10d0\u10ee\u10d0\u10da \u10e2\u10d4\u10e5\u10e1\u10e2\u10e1.<\/p>\n<p><em>\u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10d8: <\/em>\u10d0\u10d3\u10d0\u10de\u10e2\u10d8\u10e0\u10d3\u10d4\u10d1\u10d8\u10d0\u10dc \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da \u10e1\u10d8\u10e2\u10e3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d7\u10d0\u10dc.<\/p>\n<p>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10e1, \u10e3\u10e4\u10e0\u10dd \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d0\u10d3 \u10d3\u10d0 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d0\u10d3 \u10d0\u10ec\u10d0\u10e0\u10db\u10dd\u10dd\u10dc \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d4\u10d1\u10d8\u10d7:<\/strong><\/p>\n<p><strong>\u10da\u10d4\u10e5\u10e1\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d8\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d4\u10dc \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10e3\u10da \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e4\u10e0\u10d0\u10d6\u10d4\u10d1\u10e1.<\/p>\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3:<\/p>\n<p>\u10d7\u10e5\u10d5\u10d4\u10dc \u10db\u10d8\u10e1\u10ec\u10d4\u10e0\u10d4\u10d7 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10e1: &#8220;\u10d3\u10e6\u10d4\u10e1 \u10dc\u10d0\u10db\u10d3\u10d5\u10d8\u10da\u10d0\u10d3 \u10db\u10dd\u10e6\u10e0\u10e3\u10d1\u10da\u10e3\u10da\u10d8 \u10d0\u10db\u10d8\u10dc\u10d3\u10d8\u10d0&#8221;.<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8: &#8220;\u10db\u10d0\u10e0\u10d7\u10da\u10d0\u10ea, \u10db\u10dd\u10e6\u10e0\u10e3\u10d1\u10da\u10e3\u10da\u10d8 \u10d0\u10db\u10d8\u10dc\u10d3\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10d0\u10ee\u10d3\u10d4\u10dc\u10d3\u10d4\u10e1 \u10d2\u10d0\u10dc\u10ec\u10e7\u10dd\u10d1\u10d0\u10d6\u10d4. \u10e0\u10dd\u10d2\u10dd\u10e0 \u10e3\u10db\u10d9\u10da\u10d0\u10d5\u10d3\u10d4\u10d1\u10d8\u10d7 \u10d0\u10e1\u10d4\u10d7 \u10d3\u10e6\u10d4\u10d4\u10d1\u10e1?&#8221;<\/p>\n<p><strong>\u10e1\u10d8\u10dc\u10e2\u10d0\u10e5\u10e1\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>AI \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10e1, \u10db\u10d8\u10d1\u10d0\u10eb\u10dd\u10e1 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10ec\u10d8\u10dc\u10d0\u10d3\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e1\u10e2\u10e0\u10e3\u10e5\u10e2\u10e3\u10e0\u10d0\u10e1.<\/p>\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3:<\/p>\n<p>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8: &#8220;\u10e0\u10d0\u10e1 \u10e4\u10d8\u10e5\u10e0\u10dd\u10d1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d6\u10d4?&#8221;<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8: &#8220;\u10e0\u10d0\u10e1 \u10d5\u10e4\u10d8\u10e5\u10e0\u10dd\u10d1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d6\u10d4? \u10d4\u10e1 \u10d9\u10dd\u10db\u10de\u10da\u10d4\u10e5\u10e1\u10e3\u10e0\u10d8 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8\u10d0&#8230;&#8221;<\/p>\n<p><strong>\u10e1\u10e2\u10d8\u10da\u10d8\u10e1\u10e2\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10d4\u10dc, \u10db\u10d8\u10d4\u10e1\u10d0\u10d3\u10d0\u10d2\u10dd\u10dc \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10e4\u10dd\u10e0\u10db\u10d0\u10da\u10e3\u10e0 \u10d7\u10e3 \u10d0\u10e0\u10d0\u10e4\u10dd\u10e0\u10db\u10d0\u10da\u10e3\u10e0 \u10e1\u10d0\u10e3\u10d1\u10e0\u10d8\u10e1 \u10e1\u10e2\u10d8\u10da\u10e1.<\/p>\n<p>\u10d7\u10e3 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10e1 \u10f0\u10d9\u10d8\u10d7\u10ee\u10d0\u10d5\u10d7: &#8220;\u10f0\u10d4\u10d8, \u10e0\u10d0\u10e1 \u10e8\u10d5\u10e0\u10d4\u10d1\u10d8?&#8221;<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8 \u10d2\u10d8\u10de\u10d0\u10e1\u10e3\u10ee\u10d4\u10d1\u10d7: &#8220;\u10f0\u10d4\u10d8! \u10d0\u10e0\u10d0\u10e4\u10d4\u10e0\u10e1 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10e3\u10da\u10e1, \u10e3\u10d1\u10e0\u10d0\u10da\u10dd\u10d3 \u10d5\u10e1\u10d0\u10e3\u10d1\u10e0\u10dd\u10d1. \u10e8\u10d4\u10dc?&#8221;<\/p>\n<p><strong>\u10d3\u10d8\u10d0\u10da\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8 \u10d3\u10d0 \u10e0\u10d4\u10d2\u10d8\u10dd\u10dc\u10e3\u10da\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>AI\u2013\u10db \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10e1\u10ea\u10d0\u10d3\u10dd\u10e1 \u10e0\u10d4\u10d2\u10d8\u10dd\u10dc\u10e3\u10da\u10d8 \u10e4\u10dd\u10e0\u10db\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc \u10d3\u10d8\u10d0\u10da\u10d4\u10e5\u10e2\u10d8\u10d6\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0.<\/p>\n<p>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8: &#8220;\u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10dd\u10d1\u10d0 \u10eb\u10db\u10d0\u10dd, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10ee\u10d0\u10e0?&#8221;<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8: &#8220;\u10d2\u10d0\u10e3\u10db\u10d0\u10e0\u10ef\u10dd\u10e1 \u10eb\u10db\u10d0\u10dd, \u10d9\u10d0\u10e0\u10d2\u10d0\u10d3 \u10d5\u10d0\u10e0, \u10e8\u10d4\u10dc \u10e0\u10dd\u10d2\u10dd\u10e0 \u10ee\u10d0\u10e0?&#8221;<\/p>\n<p><strong>\u10d4\u10db\u10dd\u10ea\u10d8\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10d4\u10dc, \u10db\u10d8\u10d1\u10d0\u10eb\u10dd\u10dc \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10d4\u10db\u10dd\u10ea\u10d8\u10e3\u10e0 \u10e2\u10dd\u10dc\u10e1.<\/p>\n<p>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8: &#8220;\u10eb\u10d0\u10da\u10d8\u10d0\u10dc \u10d5\u10dc\u10d4\u10e0\u10d5\u10d8\u10e3\u10da\u10dd\u10d1 \u10ee\u10d5\u10d0\u10da\u10d8\u10dc\u10d3\u10d4\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd&#8221;.<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8: &#8220;\u10d2\u10d0\u10e1\u10d0\u10d2\u10d4\u10d1\u10d8\u10d0, \u10e0\u10dd\u10db \u10dc\u10d4\u10e0\u10d5\u10d8\u10e3\u10da\u10dd\u10d1\u10d7. \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d4\u10d1\u10d8 \u10db\u10d0\u10e0\u10d7\u10da\u10d0\u10ea \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10e1\u10e2\u10e0\u10d4\u10e1\u10e3\u10da\u10d8 \u10d8\u10e7\u10dd\u10e1. \u10e9\u10d5\u10d4\u10e3\u10da\u10d4\u10d1\u10e0\u10d8\u10d5, \u10e0\u10d0 \u10d2\u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0\u10d7 \u10e1\u10e2\u10e0\u10d4\u10e1\u10d8\u10e1 \u10d3\u10d0\u10eb\u10da\u10d4\u10d5\u10d0\u10e8\u10d8?&#8221;<\/p>\n<p><strong>\u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8:<\/strong><\/p>\n<p>AI \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10e1, \u10d2\u10d0\u10d8\u10d2\u10dd\u10e1 \u10d3\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10dd\u10e1 \u10d9\u10dd\u10dc\u10e2\u10d4\u10e5\u10e1\u10e2\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0 \u10e1\u10d0\u10e3\u10d1\u10e0\u10d8\u10d3\u10d0\u10dc.<\/p>\n<p>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8: &#8220;\u10d2\u10e3\u10e8\u10d8\u10dc \u10d9\u10dd\u10dc\u10ea\u10d4\u10e0\u10e2\u10d6\u10d4 \u10d5\u10d8\u10e7\u10d0\u10d5\u10d8&#8221;.<\/p>\n<p>\u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8: &#8220;\u10dd\u10f0, \u10e1\u10d0\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10dd\u10d0! \u10e0\u10d0 \u10e1\u10d0\u10ee\u10d8\u10e1 \u10db\u10e3\u10e1\u10d8\u10d9\u10d0 \u10d8\u10e7\u10dd? \u10db\u10dd\u10d2\u10d4\u10ec\u10dd\u10dc\u10d0\u10d7 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0?&#8221;<\/p>\n<p>\u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\u10e1 \u10d4\u10e1 \u10e4\u10dd\u10e0\u10db\u10d4\u10d1\u10d8 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10e1, \u10d3\u10d0\u10d0\u10db\u10e7\u10d0\u10e0\u10dd\u10dc \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d4\u10d1\u10d7\u10d0\u10dc \u10e3\u10e4\u10e0\u10dd \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d3\u10d0 \u10de\u10d4\u10e0\u10e1\u10dd\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e3\u10da\u10d8 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0, \u10d7\u10e3\u10db\u10ea\u10d0 \u10d4\u10e1 \u10ec\u10d0\u10e0\u10db\u10dd\u10e8\u10dd\u10d1\u10e1 \u10d4\u10d7\u10d8\u10d9\u10e3\u10e0 \u10d9\u10d8\u10d7\u10ee\u10d5\u10d4\u10d1\u10e1\u10d0\u10ea \u10d8\u10db\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1, \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d0\u10d3 \u10e8\u10dd\u10e0\u10e1 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10ec\u10d0\u10d5\u10d8\u10d3\u10d4\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10d4\u10e1 \u10db\u10d8\u10d1\u10d0\u10eb\u10d5\u10d0.<\/p>\n<p>\u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10e3\u10da \u10db\u10d8\u10db\u10d4\u10e2\u10e3\u10e0 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7, \u10d3\u10d0\u10db\u10d0\u10ef\u10d4\u10e0\u10d4\u10d1\u10da\u10d0\u10d3 \u10d2\u10d0\u10dc\u10d0\u10e1\u10d0\u10ee\u10d8\u10d4\u10e0\u10dd\u10dc \u10d8\u10dc\u10d3\u10d8\u10d5\u10d8\u10d3\u10d4\u10d1\u10d8, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10db\u10dd\u10d0\u10ee\u10d3\u10d8\u10dc\u10dd\u10dc \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10de\u10d8\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d0 \u10e3\u10dc\u10d4\u10d1\u10d0\u10e0\u10d7\u10d5\u10dd\u10d3. \u10d5\u10d8\u10d0\u10dc\u10d8\u10d3\u10d0\u10dc \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10d9\u10d8\u10d3\u10d4\u10d5 \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10d3\u10d4\u10d1\u10d8\u10d0\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0\u10e8\u10d8, \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10d2\u10d0\u10dc\u10e3\u10d5\u10d8\u10d7\u10d0\u10e0\u10d3\u10d4\u10d7 \u10d4\u10db\u10dd\u10ea\u10d8\u10e3\u10e0\u10d8 \u10db\u10d8\u10ef\u10d0\u10ed\u10d5\u10e3\u10da\u10dd\u10d1\u10d0 \u10d0\u10dc \u10dc\u10d3\u10dd\u10d1\u10d0 \u10d0\u10db \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7, \u10e0\u10d0\u10ea \u10d1\u10e3\u10dc\u10d3\u10dd\u10d5\u10d0\u10dc\u10e1 \u10ee\u10d3\u10d8\u10e1 \u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10d1\u10e1 \u10dc\u10d0\u10db\u10d3\u10d5\u10d8\u10da \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0 \u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10e1\u10d0 \u10d3\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d0\u10e5\u10ea\u10d8\u10d0\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1.<\/p>\n<p>\u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8, \u10d8\u10dc\u10d3\u10d8\u10d5\u10d8\u10d3\u10d4\u10d1\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10dd\u10dc \u10db\u10d8\u10db\u10d4\u10e2\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8 \u10db\u10d0\u10dc\u10d8\u10de\u10e3\u10da\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d0\u10dc \u10e1\u10ee\u10d5\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10e1\u10d0\u10e2\u10e7\u10e3\u10d4\u10d1\u10da\u10d0\u10d3. \u10d0\u10db\u10d8\u10e1 \u10de\u10e0\u10d4\u10d5\u10d4\u10dc\u10ea\u10d8\u10d8\u10e1 \u10d4\u10e0\u10d7\u10d0\u10d3\u10d4\u10e0\u10d7\u10d8 \u10d2\u10d6\u10d0 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d0\u10d7\u10d0 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d0\u10d0.<\/p>\n<p><strong>\u10e0\u10e9\u10d4\u10d5\u10d4\u10d1\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d7\u10d0\u10dc \u10e1\u10d0\u10e3\u10d1\u10e0\u10d8\u10e1\u10d0\u10e1:<\/strong><\/p>\n<ul>\n<li>\u10d3\u10d0\u10d0\u10d9\u10d5\u10d8\u10e0\u10d3\u10d8\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0 \u201e\u10d2\u10d1\u10d0\u10eb\u10d0\u10d5\u10d4\u10dc\u201c \u10d8\u10e1\u10d8\u10dc\u10d8, \u10ea\u10d5\u10d0\u10da\u10d4\u10d7 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10d5\u10d8\u10e1, \u10db\u10d8\u10e1\u10d0\u10da\u10db\u10d4\u10d1\u10d8\u10e1 \u10e4\u10dd\u10e0\u10db\u10d4\u10d1\u10d8.<\/li>\n<li>\u10d9\u10d8\u10d7\u10ee\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10db\u10d8\u10e1\u10d0\u10e1 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d7 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e1\u10e2\u10d8\u10da\u10d8.<\/li>\n<li>\u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10db\u10d8\u10e3\u10d7\u10d8\u10d7\u10d4\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8 \u10e1\u10e2\u10d8\u10da\u10d8\u10d7 \u10e1\u10d0\u10e3\u10d1\u10d0\u10e0\u10d8 \u10d2\u10e1\u10e3\u10e0\u10d7 \u10d0\u10db\u10d0 \u10d7\u10e3 \u10d8\u10db \u10e2\u10d4\u10e5\u10e1\u10e2\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d2\u10d4\u10dc\u10d8\u10e1\u10d0\u10e1 (\u10de\u10dd\u10de\u10e3\u10da\u10d0\u10e0\u10e3\u10da\u10d8, \u10e1\u10d0\u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10dd, \u10db\u10d4\u10d2\u10dd\u10d1\u10e0\u10e3\u10da\u10d8, \u10de\u10e0\u10dd\u10d5\u10dd\u10d9\u10d0\u10ea\u10d8\u10e3\u10da\u10d8, \u10e1\u10ee\u10d5\u10d0).<\/li>\n<li>\u10d4\u10e0\u10d7\u10d8 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0, \u10e4\u10d0\u10e5\u10e2\u10d8, \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10d4\u10d7 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d7\u10d0\u10dc \u10d4\u10e0\u10d7\u10d0\u10d3 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10de\u10d4\u10e0\u10e1\u10de\u10d4\u10e5\u10e2\u10d8\u10d5\u10d8\u10d3\u10d0\u10dc.<\/li>\n<li>\u10d7\u10e3 \u10db\u10dd\u10d2\u10d4\u10e9\u10d5\u10d4\u10dc\u10d0\u10d7, \u10e0\u10dd\u10db \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8 \u10e3\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10dd\u10d3 \u10d2\u10d4\u10e1\u10d0\u10e3\u10d1\u10e0\u10d4\u10d1\u10d8\u10d0\u10dc, \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0, \u10d7\u10e5\u10d5\u10d4\u10dc \u10d3\u10d0\u10d2\u10d4\u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10dc\u10d4\u10dc. \u10d0\u10e1\u10d4 \u10e0\u10dd\u10db, \u10d2\u10d0\u10d3\u10d0\u10d0\u10e4\u10d0\u10e1\u10d4\u10d7 \u10d7\u10e5\u10d5\u10d4\u10dc\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d4\u10d1\u10d8.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u10d1\u10d8\u10d1\u10da\u10d8\u10dd\u10d2\u10e0\u10d0\u10e4\u10d8\u10d0:<\/strong><\/p>\n<ol>\n<li>Vaswani, A., et al. (2017). &#8220;Attention is All You Need&#8221;. NeurIPS.<\/li>\n<li>Brown, T., et al. (2020). &#8220;Language Models are Few-Shot Learners&#8221;. NeurIPS.<\/li>\n<li>Devlin, J., et al. (2018). &#8220;BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding&#8221;. arXiv preprint.<\/li>\n<li>Goldberg, Y. (2019). &#8220;Assessing BERT&#8217;s Syntactic Abilities&#8221;. arXiv preprint.<\/li>\n<li>Li, J., et al. (2021). &#8220;Pragmatic Inference in Language Models&#8221;. ACL.<\/li>\n<li>Marcus, G., &amp; Davis, E. (2020). &#8220;Rebooting AI&#8221;. Pantheon.<\/li>\n<li>Holtzman, A., et al. (2019). &#8220;The Curious Case of Neural Text Degeneration&#8221;. ICLR.<\/li>\n<li>Bender, E. M., &amp; Koller, A. (2020). &#8220;Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data&#8221;. ACL.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;\u10d4\u10dc\u10d8\u10e1 \u10d0\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d7\u10e3 \u10e8\u10d4\u10d5\u10eb\u10da\u10d4\u10d1\u10d3\u10d8\u10d7 \u10d2\u10d0\u10d2\u10d5\u10d4\u10d2\u10dd, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d4\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1, \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d2\u10d5\u10d4\u10eb\u10da\u10d4\u10d1\u10dd\u10d3\u10d0 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e8\u10d8&#8221;. Noam Chomsky, &#8220;Language and Problems of Knowledge&#8221; &nbsp; AI \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc \u10e1\u10e3\u10da \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d3\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10ee\u10d3\u10d4\u10d1\u10d0. \u10d7\u10e3 \u10d3\u10d8\u10d3\u10ee\u10d0\u10dc\u10e1 \u10e1\u10d0\u10e3\u10d1\u10e0\u10dd\u10d1\u10d7 \u10db\u10d0\u10d7\u10d7\u10d0\u10dc, \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10d7, \u10e0\u10dd\u10db \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0\u10e1 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10da\u10d4\u10e5\u10e1\u10d8\u10d9\u10d0\u10e1, \u10e1\u10e2\u10d8\u10da\u10e1, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":41355,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[453],"tags":[126],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mastsavlebeli.ge\/?p=41354\" \/>\n<meta property=\"og:locale\" content=\"ka_GE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge\" \/>\n<meta property=\"og:description\" content=\"&#8220;\u10d4\u10dc\u10d8\u10e1 \u10d0\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d7\u10e3 \u10e8\u10d4\u10d5\u10eb\u10da\u10d4\u10d1\u10d3\u10d8\u10d7 \u10d2\u10d0\u10d2\u10d5\u10d4\u10d2\u10dd, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d4\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1, \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d2\u10d5\u10d4\u10eb\u10da\u10d4\u10d1\u10dd\u10d3\u10d0 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e8\u10d8&#8221;. Noam Chomsky, &#8220;Language and Problems of Knowledge&#8221; &nbsp; AI \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc \u10e1\u10e3\u10da \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d3\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10ee\u10d3\u10d4\u10d1\u10d0. \u10d7\u10e3 \u10d3\u10d8\u10d3\u10ee\u10d0\u10dc\u10e1 \u10e1\u10d0\u10e3\u10d1\u10e0\u10dd\u10d1\u10d7 \u10db\u10d0\u10d7\u10d7\u10d0\u10dc, \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10d7, \u10e0\u10dd\u10db \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0\u10e1 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10da\u10d4\u10e5\u10e1\u10d8\u10d9\u10d0\u10e1, \u10e1\u10e2\u10d8\u10da\u10e1, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mastsavlebeli.ge\/?p=41354\" \/>\n<meta property=\"og:site_name\" content=\"mastsavlebeli.ge\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Mastsavlebeli.Ge\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-23T06:00:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-23T06:07:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"880\" \/>\n\t<meta property=\"og:image:height\" content=\"502\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@MastsavlebeliGE\" \/>\n<meta name=\"twitter:site\" content=\"@MastsavlebeliGE\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u10ec\u10e3\u10d7\u10d8\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#article\",\"isPartOf\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/mastsavlebeli.ge\/#\/schema\/person\/64b46dd2189255f963ff5d0390ea789c\"},\"headline\":\"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\",\"datePublished\":\"2024-10-23T06:00:06+00:00\",\"dateModified\":\"2024-10-23T06:07:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354\"},\"wordCount\":137,\"publisher\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/#organization\"},\"image\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage\"},\"thumbnailUrl\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg\",\"keywords\":[\"\u10ea\u10d8\u10e0\u10d0 \u10d1\u10d0\u10e0\u10d1\u10d0\u10e5\u10d0\u10eb\u10d4\"],\"articleSection\":[\"\u10d9\u10dd\u10db\u10de\u10d4\u10e2\u10d4\u10dc\u10ea\u10d8\u10d4\u10d1\u10d8\"],\"inLanguage\":\"ka-GE\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354\",\"url\":\"https:\/\/mastsavlebeli.ge\/?p=41354\",\"name\":\"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge\",\"isPartOf\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage\"},\"image\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage\"},\"thumbnailUrl\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg\",\"datePublished\":\"2024-10-23T06:00:06+00:00\",\"dateModified\":\"2024-10-23T06:07:54+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#breadcrumb\"},\"inLanguage\":\"ka-GE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mastsavlebeli.ge\/?p=41354\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ka-GE\",\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage\",\"url\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg\",\"contentUrl\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg\",\"width\":880,\"height\":502},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mastsavlebeli.ge\/?p=41354#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/mastsavlebeli.ge\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/mastsavlebeli.ge\/#website\",\"url\":\"https:\/\/mastsavlebeli.ge\/\",\"name\":\"mastsavlebeli.ge\",\"description\":\"\u10d8\u10dc\u10e2\u10d4\u10e0\u10dc\u10d4\u10e2\u10d2\u10d0\u10d6\u10d4\u10e2\u10d8 - &quot;\u10db\u10d0\u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d4\u10da\u10d8&quot;\",\"publisher\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/mastsavlebeli.ge\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ka-GE\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/mastsavlebeli.ge\/#organization\",\"name\":\"mastsavlebeli.ge\",\"url\":\"https:\/\/mastsavlebeli.ge\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ka-GE\",\"@id\":\"https:\/\/mastsavlebeli.ge\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/05\/pexels-anastasia-shuraeva-8466700-1024x684-1.jpg\",\"contentUrl\":\"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/05\/pexels-anastasia-shuraeva-8466700-1024x684-1.jpg\",\"width\":838,\"height\":575,\"caption\":\"mastsavlebeli.ge\"},\"image\":{\"@id\":\"https:\/\/mastsavlebeli.ge\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Mastsavlebeli.Ge\",\"https:\/\/x.com\/MastsavlebeliGE\",\"https:\/\/www.youtube.com\/user\/Mastsavlebeli\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/mastsavlebeli.ge\/#\/schema\/person\/64b46dd2189255f963ff5d0390ea789c\",\"name\":\"admin\",\"url\":\"https:\/\/mastsavlebeli.ge\/?author=1\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mastsavlebeli.ge\/?p=41354","og_locale":"ka_GE","og_type":"article","og_title":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge","og_description":"&#8220;\u10d4\u10dc\u10d8\u10e1 \u10d0\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d7\u10e3 \u10e8\u10d4\u10d5\u10eb\u10da\u10d4\u10d1\u10d3\u10d8\u10d7 \u10d2\u10d0\u10d2\u10d5\u10d4\u10d2\u10dd, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10d7\u10d5\u10d8\u10e1\u10d4\u10d1\u10d4\u10dc \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d4\u10dc\u10d0\u10e1, \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d2\u10d5\u10d4\u10eb\u10da\u10d4\u10d1\u10dd\u10d3\u10d0 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e8\u10d8&#8221;. Noam Chomsky, &#8220;Language and Problems of Knowledge&#8221; &nbsp; AI \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc \u10e1\u10e3\u10da \u10e3\u10e4\u10e0\u10dd \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d3\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10ee\u10d3\u10d4\u10d1\u10d0. \u10d7\u10e3 \u10d3\u10d8\u10d3\u10ee\u10d0\u10dc\u10e1 \u10e1\u10d0\u10e3\u10d1\u10e0\u10dd\u10d1\u10d7 \u10db\u10d0\u10d7\u10d7\u10d0\u10dc, \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10d7, \u10e0\u10dd\u10db \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0\u10e1 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10da\u10d4\u10e5\u10e1\u10d8\u10d9\u10d0\u10e1, \u10e1\u10e2\u10d8\u10da\u10e1, [&hellip;]","og_url":"https:\/\/mastsavlebeli.ge\/?p=41354","og_site_name":"mastsavlebeli.ge","article_publisher":"https:\/\/www.facebook.com\/Mastsavlebeli.Ge","article_published_time":"2024-10-23T06:00:06+00:00","article_modified_time":"2024-10-23T06:07:54+00:00","og_image":[{"width":880,"height":502,"url":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@MastsavlebeliGE","twitter_site":"@MastsavlebeliGE","twitter_misc":{"Written by":"admin","Est. reading time":"7 \u10ec\u10e3\u10d7\u10d8"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/mastsavlebeli.ge\/?p=41354#article","isPartOf":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354"},"author":{"name":"admin","@id":"https:\/\/mastsavlebeli.ge\/#\/schema\/person\/64b46dd2189255f963ff5d0390ea789c"},"headline":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8","datePublished":"2024-10-23T06:00:06+00:00","dateModified":"2024-10-23T06:07:54+00:00","mainEntityOfPage":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354"},"wordCount":137,"publisher":{"@id":"https:\/\/mastsavlebeli.ge\/#organization"},"image":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage"},"thumbnailUrl":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","keywords":["\u10ea\u10d8\u10e0\u10d0 \u10d1\u10d0\u10e0\u10d1\u10d0\u10e5\u10d0\u10eb\u10d4"],"articleSection":["\u10d9\u10dd\u10db\u10de\u10d4\u10e2\u10d4\u10dc\u10ea\u10d8\u10d4\u10d1\u10d8"],"inLanguage":"ka-GE"},{"@type":"WebPage","@id":"https:\/\/mastsavlebeli.ge\/?p=41354","url":"https:\/\/mastsavlebeli.ge\/?p=41354","name":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8 - mastsavlebeli.ge","isPartOf":{"@id":"https:\/\/mastsavlebeli.ge\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage"},"image":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage"},"thumbnailUrl":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","datePublished":"2024-10-23T06:00:06+00:00","dateModified":"2024-10-23T06:07:54+00:00","breadcrumb":{"@id":"https:\/\/mastsavlebeli.ge\/?p=41354#breadcrumb"},"inLanguage":"ka-GE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mastsavlebeli.ge\/?p=41354"]}]},{"@type":"ImageObject","inLanguage":"ka-GE","@id":"https:\/\/mastsavlebeli.ge\/?p=41354#primaryimage","url":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","contentUrl":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","width":880,"height":502},{"@type":"BreadcrumbList","@id":"https:\/\/mastsavlebeli.ge\/?p=41354#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mastsavlebeli.ge\/"},{"@type":"ListItem","position":2,"name":"AI \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d4\u10d6\u10d8\u10e1\u10d8"}]},{"@type":"WebSite","@id":"https:\/\/mastsavlebeli.ge\/#website","url":"https:\/\/mastsavlebeli.ge\/","name":"mastsavlebeli.ge","description":"\u10d8\u10dc\u10e2\u10d4\u10e0\u10dc\u10d4\u10e2\u10d2\u10d0\u10d6\u10d4\u10e2\u10d8 - &quot;\u10db\u10d0\u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d4\u10da\u10d8&quot;","publisher":{"@id":"https:\/\/mastsavlebeli.ge\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mastsavlebeli.ge\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ka-GE"},{"@type":"Organization","@id":"https:\/\/mastsavlebeli.ge\/#organization","name":"mastsavlebeli.ge","url":"https:\/\/mastsavlebeli.ge\/","logo":{"@type":"ImageObject","inLanguage":"ka-GE","@id":"https:\/\/mastsavlebeli.ge\/#\/schema\/logo\/image\/","url":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/05\/pexels-anastasia-shuraeva-8466700-1024x684-1.jpg","contentUrl":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/05\/pexels-anastasia-shuraeva-8466700-1024x684-1.jpg","width":838,"height":575,"caption":"mastsavlebeli.ge"},"image":{"@id":"https:\/\/mastsavlebeli.ge\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Mastsavlebeli.Ge","https:\/\/x.com\/MastsavlebeliGE","https:\/\/www.youtube.com\/user\/Mastsavlebeli"]},{"@type":"Person","@id":"https:\/\/mastsavlebeli.ge\/#\/schema\/person\/64b46dd2189255f963ff5d0390ea789c","name":"admin","url":"https:\/\/mastsavlebeli.ge\/?author=1"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/mastsavlebeli.ge\/wp-content\/uploads\/2024\/10\/exploring-the-benefits-of-integrating-an-ai-chatbot-into-your-customer-service-strategy.jpeg","jetpack_shortlink":"https:\/\/wp.me\/p72UoT-aL0","_links":{"self":[{"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/posts\/41354"}],"collection":[{"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=41354"}],"version-history":[{"count":1,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/posts\/41354\/revisions"}],"predecessor-version":[{"id":41356,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/posts\/41354\/revisions\/41356"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=\/wp\/v2\/media\/41355"}],"wp:attachment":[{"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=41354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=41354"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mastsavlebeli.ge\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=41354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}