{"id":6,"date":"2025-08-10T09:23:18","date_gmt":"2025-08-10T09:23:18","guid":{"rendered":"https:\/\/stack.ge\/futurehub\/?p=6"},"modified":"2025-08-10T09:49:34","modified_gmt":"2025-08-10T09:49:34","slug":"%e1%83%ae%e1%83%94%e1%83%9a%e1%83%9d%e1%83%95%e1%83%9c%e1%83%a3%e1%83%a0%e1%83%98-%e1%83%98%e1%83%9c%e1%83%a2%e1%83%94%e1%83%9a%e1%83%94%e1%83%a5%e1%83%a2%e1%83%98%e1%83%a1-%e1%83%98%e1%83%a1%e1%83%a2","status":"publish","type":"post","link":"https:\/\/stack.ge\/futurehub\/2025\/others\/6\/","title":{"rendered":"\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d2\u10d6\u10d0: \u10d9\u10dd\u10dc\u10ea\u10d4\u10de\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10e0\u10d0\u10db\u10d3\u10d4"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>\u10e8\u10d4\u10e1\u10d0\u10d5\u10d0\u10da\u10d8: \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d2\u10d6\u10d0<\/strong><\/h2>\n<p class=\"has-medium-font-size\">\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8 (AI), \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e0\u10d2\u10d8, \u10db\u10d8\u10d6\u10dc\u10d0\u10d3 \u10d8\u10e1\u10d0\u10ee\u10d0\u10d5\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d4\u10d1\u10d4\u10da\u10d8 \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7. \u10d4\u10e1 \u10db\u10dd\u10d8\u10ea\u10d0\u10d5\u10e1 \u10da\u10dd\u10d2\u10d8\u10d9\u10e3\u10e0 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d0\u10e1, \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0\u10e1, \u10e1\u10ec\u10d0\u10d5\u10da\u10d0\u10e1, \u10d3\u10d0\u10e1\u10d9\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e2\u10d0\u10dc\u10d0\u10e1 \u10d3\u10d0 \u10d0\u10ee\u10d0\u10da \u10e1\u10d8\u10e2\u10e3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d7\u10d0\u10dc \u10d0\u10d3\u10d0\u10de\u10e2\u10d0\u10ea\u10d8\u10d0\u10e1. \u10db\u10d8\u10e3\u10ee\u10d4\u10d3\u10d0\u10d5\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0, \u10e0\u10dd\u10db \u10d1\u10dd\u10da\u10dd \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 AI-\u10d8\u10e1 \u10d7\u10d4\u10db\u10d0 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10de\u10dd\u10de\u10e3\u10da\u10d0\u10e0\u10e3\u10da\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d0, \u10db\u10d8\u10e1\u10d8 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10d0\u10d7\u10d4\u10e3\u10da\u10d8 \u10ec\u10da\u10d8\u10d7, \u10d9\u10d4\u10e0\u10eb\u10dd\u10d3 \u10d9\u10d8, \u10d2\u10d0\u10e1\u10e3\u10da\u10d8 \u10e1\u10d0\u10e3\u10d9\u10e3\u10dc\u10d8\u10d3\u10d0\u10dc \u10d8\u10ec\u10e7\u10d4\u10d1\u10d0.<\/p>\n<p>AI-\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d0\u10e0 \u10e7\u10dd\u10e4\u10d8\u10da\u10d0 \u10ec\u10e0\u10e4\u10d8\u10d5\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8. \u10db\u10d8\u10e1\u10d8 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0 \u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d3\u10d4\u10d1\u10d0 \u10d0\u10e6\u10db\u10d0\u10e1\u10d5\u10da\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10ea\u10d4\u10db\u10d8\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10d8\u10d7, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10ea\u10dc\u10dd\u10d1\u10d8\u10da\u10d8\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c. \u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10e8\u10d8 \u10db\u10ea\u10d8\u10e0\u10d3\u10d4\u10d1\u10dd\u10d3\u10d0 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8 AI-\u10d8\u10e1 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7, \u10e0\u10d0\u10e1\u10d0\u10ea \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10db\u10dd\u10f0\u10e7\u10d5\u10d4\u10d1\u10dd\u10d3\u10d0 \u10d8\u10db\u10d4\u10d3\u10d2\u10d0\u10ea\u10e0\u10e3\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d3\u10d0\u10ed\u10d0\u10e0\u10d1\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10da\u10dd\u10d3\u10d8\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd. \u10d7\u10e3\u10db\u10ea\u10d0, \u10e7\u10dd\u10d5\u10d4\u10da\u10d8 \u10d0\u10e1\u10d4\u10d7\u10d8 \u201e\u10d6\u10d0\u10db\u10d7\u10e0\u10d8\u10e1\u201c \u10e8\u10d4\u10db\u10d3\u10d4\u10d2, \u10d0\u10ee\u10d0\u10da\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10db\u10d8\u10e6\u10ec\u10d4\u10d5\u10d4\u10d1\u10d8 \u10ee\u10d4\u10da\u10e1 \u10e3\u10ec\u10e7\u10dd\u10d1\u10d3\u10d0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10d0\u10e1. \u10d0\u10db \u10db\u10dd\u10ee\u10e1\u10d4\u10dc\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d6\u10d0\u10dc\u10d8\u10d0, \u10ec\u10d0\u10e0\u10db\u10dd\u10d0\u10d3\u10d2\u10d8\u10dc\u10dd\u10e1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d8\u10e1 \u10e1\u10d8\u10e6\u10e0\u10db\u10d8\u10e1\u10d4\u10e3\u10da\u10d8 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8, \u10d3\u10d0\u10ec\u10e7\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d8\u10e1\u10d8 \u10d9\u10dd\u10dc\u10ea\u10d4\u10de\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10d3\u10d0 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d4\u10e2\u10d0\u10de\u10d4\u10d1\u10d8\u10d7, \u10d3\u10d0\u10db\u10d7\u10d0\u10d5\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d8\u10d7. \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d0\u10e1 \u10d0\u10db\u10d0\u10ee\u10d5\u10d8\u10da\u10d4\u10d1\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e5\u10e0\u10dd\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0\u10d6\u10d4, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d8\u10db \u10e4\u10d0\u10e5\u10e2\u10dd\u10e0\u10d4\u10d1\u10d6\u10d4, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10d2\u10d0\u10dc\u10d0\u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10d3\u10dc\u10d4\u10dc \u10d0\u10db \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10e1, \u10db\u10d0\u10d7 \u10e8\u10dd\u10e0\u10d8\u10e1, \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10e1, \u10d4\u10d9\u10dd\u10dc\u10dd\u10db\u10d8\u10d9\u10e3\u10e0 \u10e1\u10e2\u10d8\u10db\u10e3\u10da\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5 \u10d0\u10e6\u10e5\u10db\u10d0\u10e1.<\/p>\n<p>\u10db\u10dd\u10ee\u10e1\u10d4\u10dc\u10d4\u10d1\u10d0 \u10db\u10dd\u10d8\u10ea\u10d0\u10d5\u10e1 \u10d4\u10e5\u10d5\u10e1 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3 \u10d7\u10d0\u10d5\u10e1: \u10de\u10d8\u10e0\u10d5\u10d4\u10da \u10e0\u10d8\u10d2\u10e8\u10d8, \u10d2\u10d0\u10dc\u10ee\u10d8\u10da\u10e3\u10da\u10d8 \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 AI-\u10d8\u10e1 \u10d7\u10d4\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10d4\u10e2\u10d0\u10de\u10d8 1950-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e0\u10e2\u10db\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d4\u10db\u10d8\u10dc\u10d0\u10e0\u10d8\u10d7. \u10db\u10d4\u10dd\u10e0\u10d4 \u10d7\u10d0\u10d5\u10d8 \u10d3\u10d0\u10d4\u10d7\u10db\u10dd\u10d1\u10d0 \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10e1\u201c \u10d3\u10d0 \u10db\u10d0\u10d7\u10d8 \u10d2\u10d0\u10db\u10dd\u10db\u10ec\u10d5\u10d4\u10d5\u10d8 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10e1. \u10db\u10d4\u10e1\u10d0\u10db\u10d4 \u10d7\u10d0\u10d5\u10d8 \u10e8\u10d4\u10d4\u10ee\u10d4\u10d1\u10d0 \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 IBM \u10d3\u10d0 Google, \u10d0\u10d3\u10e0\u10d4\u10e3\u10da \u10e9\u10d0\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d0\u10e1 \u10d3\u10d0 \u10de\u10e0\u10d4\u10e1\u10d0\u10e1\u10d7\u10d0\u10dc \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0\u10e1. \u10db\u10d4\u10dd\u10d7\u10ee\u10d4 \u10d7\u10d0\u10d5\u10e8\u10d8 \u10d2\u10d0\u10dc\u10ee\u10d8\u10da\u10e3\u10da\u10d8 \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10e1\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10ec\u10d8\u10dc\u10d0\u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8. \u10db\u10d4\u10ee\u10e3\u10d7\u10d4 \u10d7\u10d0\u10d5\u10d8 \u10d9\u10d8 \u10e4\u10dd\u10d9\u10e3\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d0\u10d6\u10d4 \u10d3\u10d0 \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d4\u10d1\u10d6\u10d4. \u10d3\u10d0\u10e1\u10d0\u10e1\u10e0\u10e3\u10da\u10e1, \u10ec\u10d0\u10e0\u10db\u10dd\u10d3\u10d2\u10d4\u10dc\u10d8\u10da\u10d8 \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 \u10e8\u10d4\u10ef\u10d0\u10db\u10d4\u10d1\u10d0, \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8 \u10d3\u10d0 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d4\u10d1\u10d8 AI-\u10d8\u10e1 \u10db\u10dd\u10db\u10d0\u10d5\u10d0\u10da\u10d7\u10d0\u10dc \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10d8\u10d7.<\/p>\n<h3 class=\"wp-block-heading\"><strong>\u10ea\u10ee\u10e0\u10d8\u10da\u10d8 1: \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10e5\u10e0\u10dd\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0<\/strong><\/h3>\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u10d7\u10d0\u10e0\u10d8\u10e6\u10d8\/\u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8<\/td>\n<td>\u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0<\/td>\n<td>\u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d8\u10e1 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0<\/td>\n<\/tr>\n<tr>\n<td>1956<\/td>\n<td>\u10d3\u10d0\u10e0\u10e2\u10db\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d4\u10db\u10d8\u10dc\u10d0\u10e0\u10d8<\/td>\n<td>\u10ef\u10dd\u10dc \u10db\u10d0\u10d9\u10d0\u10e0\u10e2\u10d8\u10db \u10dd\u10e4\u10d8\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 \u10e2\u10d4\u10e0\u10db\u10d8\u10dc\u10d8 \u201e\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u201c.<\/td>\n<\/tr>\n<tr>\n<td>1974-1980<\/td>\n<td>\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 AI \u201e\u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8\u201c<\/td>\n<td>\u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d0 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d3\u10d0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd.<\/td>\n<\/tr>\n<tr>\n<td>1987-1993<\/td>\n<td>\u10db\u10d4\u10dd\u10e0\u10d4 AI \u201e\u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8\u201c<\/td>\n<td>\u201e\u10d4\u10e5\u10e1\u10de\u10d4\u10e0\u10e2\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1\u201c \u10d1\u10e3\u10db\u10d1\u10e3\u10da\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d1\u10d0\u10d6\u10d0\u10e0\u10d8 \u10e9\u10d0\u10db\u10dd\u10d8\u10dc\u10d2\u10e0\u10d0.<\/td>\n<\/tr>\n<tr>\n<td>1997<\/td>\n<td>IBM-\u10d8\u10e1 Deep Blue<\/td>\n<td>\u10e1\u10e3\u10de\u10d4\u10e0\u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10db\u10d0 \u10ed\u10d0\u10d3\u10e0\u10d0\u10d9\u10e8\u10d8 \u10d3\u10d0\u10d0\u10db\u10d0\u10e0\u10ea\u10ee\u10d0 \u10db\u10e1\u10dd\u10e4\u10da\u10d8\u10dd \u10e9\u10d4\u10db\u10de\u10d8\u10dd\u10dc\u10d8, \u10e0\u10d0\u10db\u10d0\u10ea \u10db\u10d4\u10d3\u10d8\u10d8\u10e1 \u10d3\u10d8\u10d3\u10d8 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d0 \u10db\u10d8\u10d8\u10de\u10e7\u10e0\u10dd.<\/td>\n<\/tr>\n<tr>\n<td>2007<\/td>\n<td>Nvidia-\u10e1 CUDA<\/td>\n<td>GPU-\u10d4\u10d1\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d0 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 \u10d6\u10dd\u10d2\u10d0\u10d3\u10d8 \u10d3\u10d0\u10dc\u10d8\u10e8\u10dc\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10d0\u10ea \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8 \u10d8\u10e7\u10dd \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/td>\n<\/tr>\n<tr>\n<td>2011<\/td>\n<td>IBM-\u10d8\u10e1 Watson<\/td>\n<td>AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10db \u10d2\u10d0\u10d8\u10db\u10d0\u10e0\u10ef\u10d5\u10d0 \u10e1\u10d0\u10e2\u10d4\u10da\u10d4\u10d5\u10d8\u10d6\u10d8\u10dd \u10d5\u10d8\u10e5\u10e2\u10dd\u10e0\u10d8\u10dc\u10d0\u10e8\u10d8 Jeopardy!, \u10e0\u10d8\u10d7\u10d0\u10ea \u10d0\u10e9\u10d5\u10d4\u10dc\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 (NLP) \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8.<\/td>\n<\/tr>\n<tr>\n<td>2011<\/td>\n<td>Google Brain-\u10d8\u10e1 \u10d3\u10d0\u10d0\u10e0\u10e1\u10d4\u10d1\u10d0<\/td>\n<td>Google-\u10db\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10d7\u10d8 \u10ef\u10d2\u10e3\u10e4\u10d8 AI-\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10e8\u10d8 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/td>\n<\/tr>\n<tr>\n<td>2012<\/td>\n<td>ImageNet-\u10d8\u10e1 \u10d2\u10d0\u10e0\u10e6\u10d5\u10d4\u10d5\u10d0<\/td>\n<td>\u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10db\u10d0 GPU-\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10d7 \u10db\u10d9\u10d5\u10d4\u10d7\u10e0\u10d0\u10d3 \u10d2\u10d0\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d0 \u10d2\u10d0\u10db\u10dd\u10e1\u10d0\u10ee\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ea\u10dc\u10dd\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8, \u10e0\u10d0\u10db\u10d0\u10ea \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI-\u10d8\u10e1 \u10d1\u10e3\u10db\u10d8 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd.<\/td>\n<\/tr>\n<tr>\n<td>2014<\/td>\n<td>Google-\u10d8\u10e1 DeepMind-\u10d8\u10e1 \u10e8\u10d4\u10eb\u10d4\u10dc\u10d0<\/td>\n<td>Google-\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10d8\u10dc\u10d0 \u10d4\u10e0\u10d7-\u10d4\u10e0\u10d7\u10d8 \u10ec\u10d0\u10db\u10e7\u10d5\u10d0\u10dc\u10d8 AI \u10da\u10d0\u10d1\u10dd\u10e0\u10d0\u10e2\u10dd\u10e0\u10d8\u10d0, \u10e0\u10d0\u10ea \u10d2\u10e0\u10eb\u10d4\u10da\u10d5\u10d0\u10d3\u10d8\u10d0\u10dc\u10d8 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10ec\u10e7\u10d4\u10d1\u10d0\u10d6\u10d4 \u10db\u10d8\u10e3\u10d7\u10d8\u10d7\u10d4\u10d1\u10d3\u10d0.<\/td>\n<\/tr>\n<tr>\n<td>2022 \u10dc\u10dd\u10d4\u10db\u10d1\u10d4\u10e0\u10d8<\/td>\n<td>ChatGPT-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>OpenAI-\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0 \u10e3\u10de\u10e0\u10d4\u10ea\u10d4\u10d3\u10d4\u10dc\u10e2\u10dd \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8 \u10d3\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d0 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd.<\/td>\n<\/tr>\n<tr>\n<td>2023<\/td>\n<td>Microsoft Copilot-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0<\/td>\n<td>Microsoft-\u10db\u10d0 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d7\u10d0\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10e8\u10d8 (Microsoft 365, Azure).<\/td>\n<\/tr>\n<tr>\n<td>2024<\/td>\n<td>Google-\u10d8\u10e1 Gemini-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>Google-\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10e3\u10e8\u10d5\u10d0 \u10db\u10e3\u10da\u10e2\u10d8\u10db\u10dd\u10d3\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10ea\u10d8\u10d0\u10e1 \u10e3\u10ec\u10d4\u10d5\u10e1 OpenAI-\u10d8\u10e1 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0\u10e1.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<p><strong>\u10d7\u10d0\u10d5\u10d8 1: \u10d9\u10dd\u10dc\u10ea\u10d4\u10de\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10dc\u10d0\u10d1\u10d8\u10ef\u10d4\u10d1\u10d8<\/strong><\/p>\n<h3 class=\"wp-block-heading\"><strong>1.1. \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10d0\u10d6\u10e0\u10d4\u10d1\u10d8\u10e1 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10db\u10ea\u10d3\u10d4\u10da\u10dd\u10d1\u10d4\u10d1\u10d8<\/strong><\/h3>\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10e1 \u10d8\u10d3\u10d4\u10d0 \u10d2\u10d0\u10ea\u10d8\u10da\u10d4\u10d1\u10d8\u10d7 \u10d0\u10d3\u10e0\u10d4 \u10d3\u10d0\u10d8\u10d1\u10d0\u10d3\u10d0, \u10d5\u10d8\u10d3\u10e0\u10d4 \u10ea\u10d8\u10e4\u10e0\u10e3\u10da\u10d8 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d4\u10d1\u10d8. \u10da\u10d8\u10e2\u10d4\u10e0\u10d0\u10e2\u10e3\u10e0\u10d0\u10e8\u10d8 \u10db\u10dd\u10d2\u10d6\u10d0\u10e3\u10e0\u10dd\u10d1\u10d8\u10d3\u10d0\u10dc \u10db\u10dd\u10e7\u10dd\u10da\u10d4\u10d1\u10e3\u10da\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 \u10ef\u10dd\u10dc\u10d0\u10d7\u10d0\u10dc \u10e1\u10d5\u10d8\u10e4\u10e2\u10d8\u10e1 1726 \u10ec\u10da\u10d8\u10e1 \u201e\u10d2\u10e3\u10da\u10d8\u10d5\u10d4\u10e0\u10d8\u10e1 \u10db\u10dd\u10d2\u10d6\u10d0\u10e3\u10e0\u10dd\u10d1\u10d0\u201c, \u10e1\u10d0\u10d3\u10d0\u10ea \u10d0\u10e6\u10ec\u10d4\u10e0\u10d8\u10da\u10d8\u10d0 \u201e\u10eb\u10e0\u10d0\u10d5\u10d0\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10db\u10d1\u10d8\u10dc\u10d0\u10ea\u10d8\u10d8\u10d7 \u10d0\u10ee\u10d0\u10da\u10d8 \u10d8\u10d3\u10d4\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0, \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0\u10d6\u10d4 \u10e4\u10d8\u10e5\u10e0\u10dd\u10d1\u10d3\u10dc\u10d4\u10dc. \u10e9\u10d4\u10ee\u10d8 \u10d3\u10e0\u10d0\u10db\u10d0\u10e2\u10e3\u10e0\u10d2\u10d8\u10e1, \u10d9\u10d0\u10e0\u10d4\u10da \u10e9\u10d0\u10de\u10d4\u10d9\u10d8\u10e1, 1921 \u10ec\u10da\u10d8\u10e1 \u10de\u10d8\u10d4\u10e1\u10d0\u10e8\u10d8 \u201e\u10e0\u10dd\u10e1\u10e3\u10db\u10d8\u10e1 \u10e3\u10dc\u10d8\u10d5\u10d4\u10e0\u10e1\u10d0\u10da\u10e3\u10e0\u10d8 \u10e0\u10dd\u10d1\u10dd\u10e2\u10d4\u10d1\u10d8\u201c (\u201eRossum\u2019s Universal Robots\u201c) \u10d9\u10d8 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10e1 \u10e1\u10d8\u10e2\u10e7\u10d5\u10d0 \u201e\u10e0\u10dd\u10d1\u10dd\u10e2\u10d8\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10e8\u10d4\u10db\u10d3\u10d2\u10dd\u10db\u10e8\u10d8 \u10db\u10d4\u10e5\u10d0\u10dc\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d0\u10e0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10dc\u10dd\u10dc\u10d8\u10db\u10d0\u10d3 \u10d8\u10e5\u10ea\u10d0. \u10d4\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 \u10d8\u10d3\u10d4\u10d4\u10d1\u10d8 \u10db\u10d8\u10e3\u10d7\u10d8\u10d7\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d0\u10db\u10d1\u10d8\u10ea\u10d8\u10d0 \u10ef\u10d4\u10e0 \u10d9\u10d8\u10d3\u10d4\u10d5 \u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10d2\u10e0\u10d4\u10e1\u10d8\u10e1\u10d2\u10d0\u10dc \u10d3\u10d0\u10db\u10dd\u10e3\u10d9\u10d8\u10d3\u10d4\u10d1\u10da\u10d0\u10d3 \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10d3\u10d0.<\/p>\n<p>\u10db\u10d4-20 \u10e1\u10d0\u10e3\u10d9\u10e3\u10dc\u10d8\u10e1 \u10e8\u10e3\u10d0 \u10ec\u10da\u10d4\u10d1\u10e8\u10d8, \u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10d4\u10d1\u10db\u10d0 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d4\u10d1\u10d8 \u10e9\u10d0\u10e3\u10e7\u10d0\u10e0\u10d4\u10e1 AI-\u10e1. 1943 \u10ec\u10d4\u10da\u10e1 \u10dc\u10d4\u10d8\u10e0\u10dd\u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10db\u10d0 \u10e3\u10dd\u10e0\u10d4\u10dc \u10db\u10d0\u10d9\u10d9\u10d0\u10da\u10dd\u10d9\u10db\u10d0 \u10d3\u10d0 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10dd\u10e1\u10db\u10d0 \u10e3\u10dd\u10da\u10e2\u10d4\u10e0 \u10de\u10d8\u10e2\u10e1\u10db\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d4\u10e1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10d8\u10e1 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d1\u10d8\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10dc\u10d4\u10d8\u10e0\u10dd\u10dc\u10d8\u10e1 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d8\u10e1 \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10d4\u10d1\u10e1 \u10d8\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d3\u10d0. \u10d4\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10d8 \u10d8\u10e7\u10dd \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10ec\u10d8\u10dc\u10d0\u10db\u10dd\u10e0\u10d1\u10d4\u10d3\u10d8. 1950 \u10ec\u10d4\u10da\u10e1 \u10d9\u10d8 \u10d0\u10da\u10d0\u10dc \u10e2\u10e3\u10e0\u10d8\u10dc\u10d2\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10d0\u10e5\u10d5\u10d4\u10e7\u10dc\u10d0 \u10d7\u10d0\u10d5\u10d8\u10e1\u10d8 \u10e1\u10d0\u10d9\u10d5\u10d0\u10dc\u10eb\u10dd \u10dc\u10d0\u10e8\u10e0\u10dd\u10db\u10d8 \u201cComputer Machinery and Intelligence,\u201d \u10e1\u10d0\u10d3\u10d0\u10ea \u10db\u10d0\u10dc \u10e8\u10d4\u10db\u10dd\u10d2\u10d5\u10d7\u10d0\u10d5\u10d0\u10d6\u10d0 \u10d4\u10e5\u10e1\u10de\u10d4\u10e0\u10d8\u10db\u10d4\u10dc\u10e2\u10d8 \u10e1\u10d0\u10ee\u10d4\u10da\u10d0\u10d3 \u201e\u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d7\u10d0\u10db\u10d0\u10e8\u10d8\u201c (The Imitation Game), \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10ea\u10dc\u10dd\u10d1\u10d8\u10da\u10d8\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10e2\u10e3\u10e0\u10d8\u10dc\u10d2\u10d8\u10e1 \u10e2\u10d4\u10e1\u10e2\u10d8. \u10e2\u10d4\u10e1\u10e2\u10d8 \u10d8\u10e7\u10dd \u10de\u10d0\u10e1\u10e3\u10ee\u10d8 \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10e3\u10e0 \u10d9\u10d8\u10d7\u10ee\u10d5\u10d0\u10d6\u10d4 \u201e\u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d0\u10e1 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d0?\u201c \u10d3\u10d0 \u10d0\u10db\u10d0\u10dc AI-\u10d8\u10e1 \u10d9\u10d5\u10da\u10d4\u10d5\u10d0 \u10d0\u10e5\u10ea\u10d8\u10d0 \u10ea\u10d0\u10da\u10d9\u10d4\u10e3\u10da \u10e1\u10d0\u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10dd \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d0\u10d3. \u10d0\u10db \u10d0\u10d3\u10e0\u10d4\u10e3\u10da \u10d4\u10e2\u10d0\u10de\u10d6\u10d4 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10d2\u10d4\u10d1\u10d8\u10e1 \u10db\u10ea\u10d3\u10d4\u10da\u10dd\u10d1\u10d4\u10d1\u10d8 \u10e3\u10e4\u10e0\u10dd \u10db\u10d4\u10e2\u10d0\u10d3 \u10d7\u10d4\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d3\u10d0 \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10e3\u10e0\u10d8 \u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d8\u10e1 \u10d8\u10e7\u10dd, \u10d5\u10d8\u10d3\u10e0\u10d4 \u10de\u10e0\u10d0\u10e5\u10e2\u10d8\u10d9\u10e3\u10da\u10d8, \u10e0\u10d0\u10ea \u10db\u10dd\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10d7 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d0\u10d3 \u10d8\u10e5\u10ea\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>1.2. \u10d3\u10d0\u10e0\u10e2\u10db\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d4\u10db\u10d8\u10dc\u10d0\u10e0\u10d8 (1956): AI-\u10d8\u10e1 \u10d3\u10d0\u10d1\u10d0\u10d3\u10d4\u10d1\u10d0<\/strong><\/h3>\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d3\u10d0\u10db\u10dd\u10e3\u10d9\u10d8\u10d3\u10d4\u10d1\u10d4\u10da\u10d8 \u10e1\u10d0\u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10dd \u10d3\u10d0\u10e0\u10d2\u10d8\u10e1, \u10dd\u10e4\u10d8\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d8 \u10d3\u10d0\u10d1\u10d0\u10d3\u10d4\u10d1\u10d0 \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 1956 \u10ec\u10da\u10d8\u10e1 \u10d3\u10d0\u10e0\u10e2\u10db\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d0\u10d6\u10d0\u10e4\u10ee\u10e3\u10da\u10dd \u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10d7 \u10de\u10e0\u10dd\u10d4\u10e5\u10e2\u10d7\u10d0\u10dc. \u10e1\u10ec\u10dd\u10e0\u10d4\u10d3 \u10d0\u10db \u10e6\u10dd\u10dc\u10d8\u10e1\u10eb\u10d8\u10d4\u10d1\u10d0\u10d6\u10d4, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10dd\u10e0\u10d2\u10d0\u10dc\u10d8\u10d6\u10d0\u10e2\u10dd\u10e0\u10d8\u10ea \u10ef\u10dd\u10dc \u10db\u10d0\u10d9\u10d0\u10e0\u10e2\u10d8 \u10d8\u10e7\u10dd, \u10db\u10d0\u10dc \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d0 \u10e2\u10d4\u10e0\u10db\u10d8\u10dc\u10d8 \u201e\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u201c (artificial intelligence). \u10e1\u10d4\u10db\u10d8\u10dc\u10d0\u10e0\u10d6\u10d4 \u10e8\u10d4\u10d8\u10d9\u10e0\u10d8\u10d1\u10dc\u10d4\u10dc \u10ec\u10d0\u10db\u10e7\u10d5\u10d0\u10dc\u10d8 \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10e0\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10db\u10d0\u10ea \u10d4\u10e0\u10d7\u10db\u10d0\u10dc\u10d4\u10d7\u10e1 \u10d2\u10d0\u10e3\u10d6\u10d8\u10d0\u10e0\u10d4\u10e1 \u10d8\u10d3\u10d4\u10d4\u10d1\u10d8 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1, \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10e1, \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10ee\u10d4\u10d3\u10d5\u10d8\u10e1\u10d0 \u10d3\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 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1. \u10d0\u10db \u10e6\u10dd\u10dc\u10d8\u10e1\u10eb\u10d8\u10d4\u10d1\u10d0\u10db \u10d2\u10d0\u10dc\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d0 \u10d8\u10e1 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d6\u10d4\u10ea AI-\u10d8\u10e1 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8 \u10d0\u10d7\u10ec\u10da\u10d4\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10d5\u10da\u10dd\u10d1\u10d0\u10e8\u10d8 \u10d5\u10d8\u10d7\u10d0\u10e0\u10d3\u10d4\u10d1\u10dd\u10d3\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>1.3. \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10db\u10d8 \u10d3\u10d0 \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI (1950-60-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8)<\/strong><\/h3>\n<p>\u10d3\u10d0\u10e0\u10e2\u10db\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d4\u10db\u10d8\u10dc\u10d0\u10e0\u10e1 \u10db\u10dd\u10f0\u10e7\u10d5\u10d0 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10ea\u10dc\u10dd\u10d1\u10d8\u10da\u10d8\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea AI-\u10d8\u10e1 \u201e\u10dd\u10e5\u10e0\u10dd\u10e1 \u10ee\u10d0\u10dc\u10d0\u201c (1956\u20131974). \u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10d5\u10da\u10dd\u10d1\u10d0\u10e8\u10d8, \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10e0\u10d4\u10d1\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d3\u10dc\u10d4\u10dc \u10ec\u10d4\u10e1\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0 AI-\u10e1, \u10e1\u10d0\u10d3\u10d0\u10ea \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e1 \u10d4\u10d5\u10d0\u10da\u10d4\u10d1\u10dd\u10d3\u10d0\u10d7 \u10da\u10dd\u10d2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10ec\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10d7 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0. \u10e8\u10d4\u10d8\u10e5\u10db\u10dc\u10d0 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e8\u10d4\u10d4\u10eb\u10da\u10dd\u10d7 \u10d0\u10da\u10d2\u10d4\u10d1\u10e0\u10e3\u10da\u10d8 \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ee\u10e1\u10dc\u10d0 \u10d3\u10d0 \u10ed\u10d0\u10d3\u10e0\u10d0\u10d9\u10d8\u10e1 \u10d7\u10d0\u10db\u10d0\u10e8\u10d8, \u10e0\u10d0\u10ea \u10d8\u10db \u10d3\u10e0\u10dd\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10dd\u10ea\u10d0\u10e0 \u10db\u10d8\u10e6\u10ec\u10d4\u10d5\u10d0\u10d3 \u10d8\u10d7\u10d5\u10da\u10d4\u10d1\u10dd\u10d3\u10d0. 1960-\u10d8\u10d0\u10dc \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 \u10d0\u10db\u10d2\u10d5\u10d0\u10e0\u10d8 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10d7 \u10d3\u10d0\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d3\u10d0 \u10d0\u10e8\u10e8-\u10d8\u10e1 \u10d7\u10d0\u10d5\u10d3\u10d0\u10ea\u10d5\u10d8\u10e1 \u10d3\u10d4\u10de\u10d0\u10e0\u10e2\u10d0\u10db\u10d4\u10dc\u10e2\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10db\u10d0\u10ea \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10ec\u10d5\u10e0\u10d7\u10dc\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10d1\u10d0\u10d6\u10d8\u10e1\u10e3\u10e0\u10d8 \u10db\u10e1\u10ef\u10d4\u10da\u10dd\u10d1\u10d8\u10e1 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/p>\n<p>\u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10e1 \u10d4\u10e1 \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10d4\u10e2\u10d0\u10de\u10d8 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d8\u10e7\u10dd, \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10d3\u10d0\u10d3\u10d0\u10e1\u10e2\u10e3\u10e0\u10d3\u10d0, \u10e0\u10dd\u10db AI-\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d0\u10e0 \u10d8\u10e7\u10dd \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8\u10d7 \u10e8\u10d4\u10db\u10dd\u10e4\u10d0\u10e0\u10d2\u10da\u10e3\u10da\u10d8, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d8\u10e7\u10dd \u10e6\u10e0\u10db\u10d0 \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10e3\u10e0\u10d8 \u10d3\u10d0 \u10d7\u10d4\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d9\u10d8\u10d7\u10ee\u10d5\u10d4\u10d1\u10d8\u10e1 \u10ee\u10dd\u10e0\u10ea\u10e8\u10d4\u10e1\u10ee\u10db\u10d8\u10e1 \u10db\u10ea\u10d3\u10d4\u10da\u10dd\u10d1\u10d0. \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10e0\u10d4\u10d1\u10d8, \u10d0\u10da\u10d0\u10dc \u10e2\u10e3\u10e0\u10d8\u10dc\u10d2\u10d8\u10e1 \u10d9\u10d5\u10d0\u10da\u10d3\u10d0\u10d9\u10d5\u10d0\u10da, \u10d9\u10d8\u10d7\u10ee\u10e3\u10da\u10dd\u10d1\u10d3\u10dc\u10d4\u10dc \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d8\u10db\u10d0\u10e1, \u201e\u10e0\u10d0 \u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d0\u10d5\u10d0\u10e8\u10d4\u10dc\u10dd\u10d7?\u201c, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u201e\u10e0\u10d0 \u10d0\u10e0\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8 \u10d3\u10d0 \u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10db\u10d8\u10e1\u10d8 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d0?\u201c. \u10d4\u10e1 \u10db\u10d8\u10d3\u10d2\u10dd\u10db\u10d0 \u10d2\u10d0\u10ee\u10d3\u10d0 AI-\u10d8\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10e1 \u10e1\u10d0\u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10dd \u10d3\u10d8\u10e1\u10ea\u10d8\u10de\u10da\u10d8\u10dc\u10d8\u10e1, \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d8.<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u10d7\u10d0\u10d5\u10d8 2: \u201e\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c \u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10dd\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc \u10e8\u10d4\u10ef\u10d0\u10ee\u10d4\u10d1\u10d0<\/strong><\/h2>\n<p>AI-\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e8\u10d8 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10db\u10d8\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10e1 \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10db\u10dd\u10f0\u10e7\u10d5\u10d4\u10d1\u10dd\u10d3\u10d0 \u10d8\u10db\u10d4\u10d3\u10d2\u10d0\u10ea\u10e0\u10e3\u10d4\u10d1\u10d0, \u10e0\u10d0\u10ea \u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10e3\u10e0\u10d8 \u10d3\u10d0\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1 \u10d3\u10d0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10dc\u10d4\u10da\u10d4\u10d1\u10d0\u10e1 \u10d8\u10ec\u10d5\u10d4\u10d5\u10d3\u10d0. \u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10e1 \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c \u10d4\u10ec\u10dd\u10d3\u10d0 \u10d3\u10d0 \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d0\u10e0 \u10d8\u10e7\u10dd \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d8\u10e7\u10dd \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10d3\u10d0 \u10e4\u10d8\u10da\u10dd\u10e1\u10dd\u10e4\u10d8\u10e3\u10e0\u10d8 \u10de\u10d0\u10e0\u10d0\u10d3\u10d8\u10d2\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10d5\u10da\u10d8\u10dc\u10d4\u10d1\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>2.1. 1970-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8: \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10da\u10d8\u10db\u10d8\u10e2\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/strong><\/h3>\n<p>1970-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10e3\u10d0 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d2\u10d0\u10d8\u10e0\u10d9\u10d5\u10d0, \u10e0\u10dd\u10db \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 AI \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10e0\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10db\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ed\u10d0\u10e0\u10d1\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10e7\u10dd. \u10db\u10d8\u10e3\u10ee\u10d4\u10d3\u10d0\u10d5\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0, \u10e0\u10dd\u10db \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d4\u10d1\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd\u10d7 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0, \u10d8\u10e1\u10d8\u10dc\u10d8 \u10d5\u10d4\u10e0 \u10d0\u10ee\u10d4\u10e0\u10ee\u10d4\u10d1\u10d3\u10dc\u10d4\u10dc \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10e1\u10d0\u10db\u10e7\u10d0\u10e0\u10dd\u10e8\u10d8 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da \u10e0\u10d7\u10e3\u10da \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10d7\u10d0\u10dc \u10d2\u10d0\u10db\u10d9\u10da\u10d0\u10d5\u10d4\u10d1\u10d0\u10e1. \u10d0\u10db\u10d0\u10e1 \u10d2\u10d0\u10dc\u10d0\u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10d3\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d0:<\/p>\n<ol class=\"wp-block-list\">\n<li><strong>\u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4:<\/strong>\u00a0\u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d4\u10d1\u10e1 \u10d0\u10e0 \u10f0\u10e5\u10dd\u10dc\u10d3\u10d0\u10d7 \u10e1\u10d0\u10d9\u10db\u10d0\u10e0\u10d8\u10e1\u10d8 \u10db\u10d4\u10ee\u10e1\u10d8\u10d4\u10e0\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10e9\u10e5\u10d0\u10e0\u10d4, \u10e0\u10d0\u10d7\u10d0 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0\u10d8, \u10e1\u10d0\u10e1\u10d0\u10e0\u10d2\u10d4\u10d1\u10da\u10dd \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10d8 \u10e8\u10d4\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10dc\u10d0\u10d7. \u10d8\u10db \u10d3\u10e0\u10dd\u10d8\u10e1 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d4\u10d1\u10d8 \u10db\u10d8\u10da\u10d8\u10dd\u10dc\u10dd\u10d1\u10d8\u10d7 \u10ef\u10d4\u10e0 \u10e1\u10e3\u10e1\u10e2\u10d8 \u10d8\u10e7\u10dd \u10d8\u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10dd\u10db \u10e0\u10d0\u10d8\u10db\u10d4 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10d2\u10d0\u10db\u10dd\u10d4\u10d5\u10da\u10d8\u10dc\u10d0\u10d7.<\/li>\n<li><strong>\u10d9\u10dd\u10db\u10d1\u10d8\u10dc\u10d0\u10e2\u10dd\u10e0\u10e3\u10da\u10d8 \u10d0\u10e4\u10d4\u10d7\u10e5\u10d4\u10d1\u10d0:<\/strong>\u00a0\u10da\u10dd\u10d2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10ec\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10eb\u10d8\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d8\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d3\u10d0, \u10d4\u10e5\u10e1\u10de\u10dd\u10dc\u10d4\u10dc\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10dd\u10d3\u10d0 \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d8\u10e1 \u10e1\u10d8\u10e0\u10d7\u10e3\u10da\u10d8\u10e1 \u10d6\u10e0\u10d3\u10d0\u10e1\u10d7\u10d0\u10dc \u10d4\u10e0\u10d7\u10d0\u10d3, \u10e0\u10d0\u10ea \u10db\u10d0\u10e1\u10e8\u10e2\u10d0\u10d1\u10e3\u10e0\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ee\u10e1\u10dc\u10d0\u10e1 \u10e4\u10d0\u10e5\u10e2\u10dd\u10d1\u10e0\u10d8\u10d5\u10d0\u10d3 \u10e8\u10d4\u10e3\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10e1 \u10ee\u10d3\u10d8\u10d3\u10d0.<\/li>\n<li><strong>\u10db\u10dd\u10e0\u10d0\u10d5\u10d4\u10d9\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10d3\u10dd\u10e5\u10e1\u10d8:<\/strong>\u00a0AI-\u10d8\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10db\u10d0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10db\u10d0 \u10d3\u10d8\u10d3\u10d8 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d0 \u10db\u10dd\u10d8\u10de\u10dd\u10d5\u10d0 \u10e0\u10d7\u10e3\u10da \u10da\u10dd\u10d2\u10d8\u10d9\u10e3\u10e0 \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10e8\u10d8, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d7\u10d4\u10dd\u10e0\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10db\u10e2\u10d9\u10d8\u10ea\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10ed\u10d0\u10d3\u10e0\u10d0\u10d9\u10d8\u10e1 \u10d7\u10d0\u10db\u10d0\u10e8\u10e8\u10d8, \u10d7\u10e3\u10db\u10ea\u10d0 \u10d5\u10d4\u10e0 \u10d0\u10ee\u10d4\u10e0\u10ee\u10d4\u10d1\u10d3\u10d0 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e3\u10e0 \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 \u10e1\u10d0\u10ee\u10d8\u10e1 \u10d0\u10db\u10dd\u10ea\u10dc\u10dd\u10d1\u10d0 \u10d0\u10dc \u10dd\u10d7\u10d0\u10ee\u10e8\u10d8 \u10d3\u10d0\u10d1\u10e0\u10d9\u10dd\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d4\u10e8\u10d4 \u10d2\u10d0\u10d3\u10d0\u10d0\u10d3\u10d2\u10d8\u10da\u10d4\u10d1\u10d0.<\/li>\n<li><strong>\u10e1\u10d0\u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d0\u10dd \u10ea\u10dd\u10d3\u10dc\u10d8\u10e1 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d0:<\/strong>\u00a0\u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10e1 \u10d0\u10e0 \u10d2\u10d0\u10d0\u10e9\u10dc\u10d3\u10d0\u10d7 \u10e1\u10d0\u10db\u10e7\u10d0\u10e0\u10dd\u10e1 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1 \u10ea\u10dd\u10d3\u10dc\u10d8\u10e1 \u10d8\u10e1 \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10d1\u10d0\u10d6\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d0\u10e3\u10ea\u10d8\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d2\u10d4\u10d1\u10d0\u10d3. \u10d4\u10e1 \u10d8\u10e7\u10dd \u10db\u10d8\u10da\u10d8\u10d0\u10e0\u10d3\u10dd\u10d1\u10d8\u10d7 \u10e4\u10d0\u10e5\u10e2\u10d8\u10e1\u10d2\u10d0\u10dc \u10e8\u10d4\u10db\u10d3\u10d2\u10d0\u10e0\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0, \u10e0\u10d8\u10e1\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0\u10ea \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d8\u10db \u10d3\u10e0\u10dd\u10d8\u10e1 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d4\u10d1\u10d8\u10d7 \u10e8\u10d4\u10e3\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u10d8\u10e7\u10dd.<\/li>\n<\/ol>\n<p>\u10d0\u10db \u10e4\u10d0\u10e5\u10e2\u10dd\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd, 1974 \u10ec\u10d4\u10da\u10e1 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10dd\u10e1\u10db\u10d0 \u10e1\u10d4\u10e0 \u10ef\u10d4\u10d8\u10db\u10e1 \u10da\u10d0\u10d8\u10d7\u10f0\u10d8\u10da\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10d0\u10e5\u10d5\u10d4\u10e7\u10dc\u10d0 \u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d8, \u10e1\u10d0\u10d3\u10d0\u10ea \u10d0\u10d9\u10d0\u10d3\u10d4\u10db\u10d8\u10e3\u10e0\u10d8 AI \u10d9\u10d5\u10da\u10d4\u10d5\u10d0 \u10d2\u10d0\u10d0\u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10d0 \u10d8\u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10dd\u10db \u10d8\u10e1 \u201e\u10d2\u10d0\u10d3\u10d0\u10ed\u10d0\u10e0\u10d1\u10d4\u10d1\u10e3\u10da \u10d3\u10d0\u10de\u10d8\u10e0\u10d4\u10d1\u10d4\u10d1\u10e1 \u10d2\u10d0\u10e1\u10ea\u10d4\u10db\u10d3\u10d0 \u10d3\u10d0 \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10e1 \u10d0\u10d9\u10d4\u10d7\u10d4\u10d1\u10d3\u10d0\u201c. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10db\u10dd\u10f0\u10e7\u10d5\u10d0 \u10d0\u10e8\u10e8-\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d3\u10d8\u10d3\u10d8 \u10d1\u10e0\u10d8\u10e2\u10d0\u10dc\u10d4\u10d7\u10d8\u10e1 \u10db\u10d7\u10d0\u10d5\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10ee\u10e0\u10d8\u10d3\u10d0\u10dc \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10ec\u10e7\u10d5\u10d4\u10e2\u10d0, \u10e0\u10d0\u10db\u10d0\u10ea \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u201eAI \u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea 1980 \u10ec\u10da\u10d0\u10db\u10d3\u10d4 \u10d2\u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10d3\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>2.2. 1980-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10d9\u10da\u10d4 \u10d1\u10e3\u10db\u10d8 \u10d3\u10d0 \u10db\u10d4\u10dd\u10e0\u10d4 \u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8<\/strong><\/h3>\n<p>1980-\u10d8\u10d0\u10dc \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 AI-\u10d8\u10e1 \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8 \u10db\u10dd\u10d9\u10da\u10d4 \u10ee\u10d0\u10dc\u10d2\u10e0\u10eb\u10da\u10d8\u10d5\u10dd\u10d1\u10d8\u10e1 \u10d0\u10e6\u10dd\u10e0\u10eb\u10d8\u10dc\u10d4\u10d1\u10d0 \u10db\u10dd\u10ee\u10d3\u10d0 \u201e\u10d4\u10e5\u10e1\u10de\u10d4\u10e0\u10e2\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1\u201c \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10ec\u10e7\u10d0\u10da\u10dd\u10d1\u10d8\u10d7. \u10d4\u10e1 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d3\u10dc\u10d4\u10dc \u10ec\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d8\u10d3 \u10d1\u10d0\u10d6\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10dc\u10e4\u10d8\u10d2\u10e3\u10e0\u10d0\u10ea\u10d8\u10d0\u10e8\u10d8, \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ea\u10d4\u10db\u10d0 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd\u10d7. \u10d0\u10db \u10db\u10d8\u10d3\u10d2\u10dd\u10db\u10d0\u10db \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d9\u10dd\u10db\u10d4\u10e0\u10ea\u10d8\u10e3\u10da\u10d8 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d0 \u10db\u10dd\u10d8\u10e2\u10d0\u10dc\u10d0; \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, Digital Equipment Corporation-\u10d8\u10e1 XCON-\u10db\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10ec\u10d4\u10da\u10d8\u10ec\u10d0\u10d3\u10e8\u10d8 40 \u10db\u10d8\u10da\u10d8\u10dd\u10dc\u10d8 \u10d3\u10dd\u10da\u10d0\u10e0\u10d8 \u10d3\u10d0\u10e3\u10d6\u10dd\u10d2\u10d0. \u10d0\u10db \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d0\u10db \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0 \u10db\u10dd\u10e0\u10d8\u10d2\u10d8 \u201e\u10d1\u10d0\u10d1\u10da\u10d8\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea 1987 \u10ec\u10d4\u10da\u10e1 \u10d2\u10d0\u10e1\u10d9\u10d3\u10d0 LISP-\u10d8\u10e1 \u10d0\u10de\u10d0\u10e0\u10d0\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d1\u10d0\u10d6\u10e0\u10d8\u10e1 \u10d9\u10dd\u10da\u10d0\u10e4\u10e1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd. LISP-\u10d8\u10e1 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8 \u10d8\u10e7\u10dd \u10e1\u10de\u10d4\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 AI \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10da\u10d8 \u10eb\u10d5\u10d8\u10e0\u10d0\u10d3\u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d0\u10de\u10d0\u10e0\u10d0\u10e2\u10e3\u10e0\u10d0, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10d1\u10d0\u10d6\u10e0\u10d8\u10e1 \u10e9\u10d0\u10db\u10dd\u10e8\u10da\u10d0\u10db\u10d0\u10ea AI-\u10d8\u10e1 \u10d8\u10dc\u10d3\u10e3\u10e1\u10e2\u10e0\u10d8\u10d8\u10e1 \u10d9\u10e0\u10d0\u10ee\u10d8 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10db\u10dd\u10f0\u10e7\u10d5\u10d0 \u10db\u10d4\u10dd\u10e0\u10d4 \u201eAI \u10d6\u10d0\u10db\u10d7\u10d0\u10e0\u10d8\u201c, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea 1990-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d0\u10db\u10d3\u10d4 \u10d2\u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10d3\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>\u10ea\u10ee\u10e0\u10d8\u10da\u10d8 2: AI \u201e\u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c \u10d3\u10d0 \u10db\u10d0\u10d7\u10d8 \u10d2\u10d0\u10db\u10dd\u10db\u10ec\u10d5\u10d4\u10d5\u10d8 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10d8<\/strong><\/h3>\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8<\/td>\n<td>AI-\u10d8\u10e1 \u10e2\u10d8\u10de\u10d8<\/td>\n<td>\u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10d8<\/td>\n<td>\u10e8\u10d4\u10d3\u10d4\u10d2\u10d8<\/td>\n<\/tr>\n<tr>\n<td>1974-1980<\/td>\n<td>\u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI<\/td>\n<td>\u10d2\u10d0\u10d3\u10d0\u10ed\u10d0\u10e0\u10d1\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10da\u10dd\u10d3\u10d8\u10dc\u10d4\u10d1\u10d8, \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10d8 (\u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4, \u10d9\u10dd\u10db\u10d1\u10d8\u10dc\u10d0\u10e2\u10dd\u10e0\u10e3\u10da\u10d8 \u10d0\u10e4\u10d4\u10d7\u10e5\u10d4\u10d1\u10d0, \u10db\u10dd\u10e0\u10d0\u10d5\u10d4\u10d9\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10d3\u10dd\u10e5\u10e1\u10d8), Lighthill-\u10d8\u10e1 \u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d8.<\/td>\n<td>\u10db\u10d7\u10d0\u10d5\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10ec\u10e7\u10d5\u10d4\u10e2\u10d0 \u10d0\u10d9\u10d0\u10d3\u10d4\u10db\u10d8\u10e3\u10e0\u10d8 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/td>\n<\/tr>\n<tr>\n<td>1987-1993<\/td>\n<td>\u10d4\u10e5\u10e1\u10de\u10d4\u10e0\u10e2\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8<\/td>\n<td>\u10d2\u10d0\u10d3\u10d0\u10ed\u10d0\u10e0\u10d1\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10da\u10dd\u10d3\u10d8\u10dc\u10d4\u10d1\u10d8 \u10d9\u10dd\u10db\u10d4\u10e0\u10ea\u10d8\u10e3\u10da\u10d8 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd, LISP-\u10d8\u10e1 \u10d0\u10de\u10d0\u10e0\u10d0\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d1\u10d0\u10d6\u10e0\u10d8\u10e1 \u10d9\u10dd\u10da\u10d0\u10e4\u10e1\u10d8, \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10d8 \u10db\u10dd\u10e5\u10dc\u10d8\u10da\u10dd\u10d1\u10d0.<\/td>\n<td>\u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0, \u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8\u10e1 \u10d3\u10d0\u10d9\u10d0\u10e0\u10d2\u10d5\u10d0.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c \u10d0\u10e0 \u10d8\u10e7\u10dd \u10db\u10ee\u10dd\u10da\u10dd\u10d3<\/p>\n<p>\u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d0, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10ec\u10d0\u10e0\u10db\u10dd\u10d0\u10d3\u10d2\u10d4\u10dc\u10d3\u10d0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10db\u10d8\u10d3\u10d2\u10dd\u10db\u10d4\u10d1\u10d8\u10e1 \u10e4\u10e3\u10dc\u10d3\u10d0\u10db\u10d4\u10dc\u10e2\u10e3\u10e0 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10e1. \u10ec\u10d4\u10e1\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10db\u10d0 \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10db\u10d0 AI-\u10db \u10d7\u10d0\u10d5\u10d8 \u10d0\u10db\u10dd\u10ec\u10e3\u10e0\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10d8 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d8, \u201e\u10e1\u10d0\u10d7\u10d0\u10db\u10d0\u10e8\u10dd\u201c \u10d3\u10dd\u10dc\u10d8\u10d3\u10d0\u10dc \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10e1\u10d0\u10db\u10e7\u10d0\u10e0\u10dd\u10d6\u10d4 \u10d2\u10d0\u10d3\u10d0\u10d5\u10d8\u10d3\u10d0. \u10d0\u10db \u10ec\u10d0\u10e0\u10e3\u10db\u10d0\u10e2\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10db\u10d0 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d2\u10d0\u10d9\u10d5\u10d4\u10d7\u10d8\u10da\u10d4\u10d1\u10d8 \u10d3\u10d0\u10e3\u10e2\u10dd\u10d5\u10d0 \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10e0\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 \u10dc\u10d8\u10d0\u10d3\u10d0\u10d2\u10d8 \u10d0\u10ee\u10d0\u10da\u10d8, \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8, \u10e1\u10e2\u10d0\u10e2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d8\u10d7 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d0\u10e1\u10d5\u10da\u10d4\u10da\u10d0\u10d3, \u10e0\u10d0\u10ea \u10d3\u10e6\u10d4\u10d5\u10d0\u10dc\u10d3\u10d4\u10da\u10d8 AI-\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d8\u10d0.<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u10d7\u10d0\u10d5\u10d8 3: \u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10e9\u10d0\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8<\/strong><\/h2>\n<p>1990-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d4\u10dd\u10e0\u10d4 \u10dc\u10d0\u10ee\u10d4\u10d5\u10d0\u10e0\u10e8\u10d8 AI-\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8\u10e1 \u10d0\u10e6\u10dd\u10e0\u10eb\u10d8\u10dc\u10d4\u10d1\u10d0 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd, \u10e0\u10d0\u10e1\u10d0\u10ea \u10ee\u10d4\u10da\u10d8 \u10e8\u10d4\u10e3\u10ec\u10e7\u10dd \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1, \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 IBM-\u10d8\u10e1, \u10db\u10d0\u10e6\u10d0\u10da\u10d8 \u10d3\u10dd\u10dc\u10d8\u10e1 \u10de\u10e0\u10dd\u10d4\u10e5\u10e2\u10d4\u10d1\u10db\u10d0, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10db\u10d0\u10ea \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d0 \u10db\u10d8\u10d8\u10de\u10e7\u10e0\u10dd. \u10d4\u10e1 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d4\u10d1\u10d8 AI-\u10d8\u10e1 \u10d0\u10e6\u10e5\u10db\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d3\u10d0\u10db\u10e2\u10d4\u10ee\u10d8 \u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8 \u10d8\u10e7\u10dd.<\/p>\n<h3 class=\"wp-block-heading\"><strong>3.1. IBM-\u10d8\u10e1 Deep Blue (1997): \u10de\u10e0\u10d4\u10e1\u10d8\u10e1 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d0\u10ee\u10d0\u10da\u10d8 \u10d2\u10d0\u10dc\u10db\u10d0\u10e0\u10e2\u10d4\u10d1\u10d0<\/strong><\/h3>\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e8\u10d8 \u10d4\u10e0\u10d7-\u10d4\u10e0\u10d7\u10d8 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10ea\u10dc\u10dd\u10d1\u10d8\u10da\u10d8 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10d0 1997 \u10ec\u10d4\u10da\u10e1 IBM-\u10d8\u10e1 \u10e1\u10e3\u10de\u10d4\u10e0\u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d8\u10e1, Deep Blue-\u10d8\u10e1, \u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0 \u10ed\u10d0\u10d3\u10e0\u10d0\u10d9\u10e8\u10d8 \u10db\u10e1\u10dd\u10e4\u10da\u10d8\u10dd \u10e9\u10d4\u10db\u10de\u10d8\u10dd\u10dc \u10d2\u10d0\u10e0\u10d8 \u10d9\u10d0\u10e1\u10de\u10d0\u10e0\u10dd\u10d5\u10d6\u10d4. \u10d4\u10e1 \u10d8\u10e7\u10dd \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10db\u10d0 \u10db\u10e1\u10dd\u10e4\u10da\u10d8\u10dd \u10e9\u10d4\u10db\u10de\u10d8\u10dd\u10dc\u10d8 \u10e1\u10e2\u10d0\u10dc\u10d3\u10d0\u10e0\u10e2\u10e3\u10da \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d3\u10d0\u10d0\u10db\u10d0\u10e0\u10ea\u10ee\u10d0. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10db \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10db\u10d4\u10d3\u10d8\u10d0 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0 \u10d3\u10d0 \u10d0\u10e6\u10d8\u10dc\u10d8\u10e8\u10dc\u10d0, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d8\u10dc\u10e4\u10da\u10d4\u10e5\u10ea\u10d8\u10d8\u10e1 \u10ec\u10d4\u10e0\u10e2\u10d8\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e8\u10d8, \u10e1\u10d0\u10d3\u10d0\u10ea \u10e1\u10e3\u10de\u10d4\u10e0\u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10d4\u10d1\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd\u10d7 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d8\u10db\u10d8\u10e2\u10d0\u10ea\u10d8\u10d0.<\/p>\n<p>\u10db\u10d8\u10e3\u10ee\u10d4\u10d3\u10d0\u10d5\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0, \u10e0\u10dd\u10db Deep Blue-\u10e1 \u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0 \u10d4\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10dd\u10d3\u10d0 \u201e\u10e3\u10ee\u10d4\u10e8\u10d8 \u10eb\u10d0\u10da\u10d8\u10e1\u201c \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d0\u10e1, \u10db\u10d0\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd \u10ec\u10d0\u10db\u10e8\u10d8 200 \u10db\u10d8\u10da\u10d8\u10dd\u10dc\u10d8 \u10de\u10dd\u10d6\u10d8\u10ea\u10d8\u10d8\u10e1 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0, \u10e0\u10d0\u10ea \u10d8\u10db \u10d3\u10e0\u10dd\u10e1 \u10e3\u10d3\u10d8\u10d3\u10d4\u10e1\u10d8 \u10db\u10d8\u10e6\u10ec\u10d4\u10d5\u10d0 \u10d8\u10e7\u10dd. \u10d0\u10db\u10d0\u10dc \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0, \u10e0\u10dd\u10db \u10db\u10d8\u10e3\u10ee\u10d4\u10d3\u10d0\u10d5\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0, \u10e0\u10dd\u10db Deep Blue \u10d0\u10e0 \u10e4\u10da\u10dd\u10d1\u10d3\u10d0 \u10d8\u10dc\u10e2\u10e3\u10d8\u10ea\u10d8\u10d0\u10e1 \u10d0\u10dc \u10d9\u10e0\u10d4\u10d0\u10e2\u10d8\u10e3\u10da \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d0\u10e1, \u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4 \u10e1\u10d0\u10d9\u10db\u10d0\u10e0\u10d8\u10e1\u10d8 \u10d8\u10e7\u10dd \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10eb\u10da\u10d4\u10d5\u10d0\u10d3 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da, \u10ec\u10d4\u10e1\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8. IBM-\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d4\u10e1 \u10d8\u10e7\u10dd \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10db\u10d0\u10ea \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10d0\u10e1 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0 AI-\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0\u10d8, \u10d7\u10e3\u10db\u10ea\u10d0 \u10d5\u10d8\u10ec\u10e0\u10dd, \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8.<\/p>\n<h3 class=\"wp-block-heading\"><strong>3.2. IBM-\u10d8\u10e1 Watson (2011): \u10d4\u10dc\u10d8\u10e1 \u10d2\u10d0\u10d2\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d0\u10db\u10d3\u10d4<\/strong><\/h3>\n<p>\u10e8\u10d4\u10db\u10d3\u10d4\u10d2\u10d8 \u10d2\u10d0\u10e0\u10d3\u10d0\u10db\u10e2\u10d4\u10ee\u10d8 \u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10d8 IBM-\u10d8\u10e1\u10d2\u10d0\u10dc 2011 \u10ec\u10d4\u10da\u10e1 \u10d3\u10d0\u10d3\u10d2\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10db\u10d8\u10e1\u10db\u10d0 AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10db, Watson-\u10db\u10d0, \u10d2\u10d0\u10d8\u10db\u10d0\u10e0\u10ef\u10d5\u10d0 \u10de\u10dd\u10de\u10e3\u10da\u10d0\u10e0\u10e3\u10da \u10e1\u10d0\u10e2\u10d4\u10da\u10d4\u10d5\u10d8\u10d6\u10d8\u10dd \u10d5\u10d8\u10e5\u10e2\u10dd\u10e0\u10d8\u10dc\u10d0\u10e8\u10d8 Jeopardy!, \u10d3\u10d0\u10d0\u10db\u10d0\u10e0\u10ea\u10ee\u10d0 \u10e0\u10d0 \u10e8\u10dd\u10e3\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e8\u10d8 \u10dd\u10e0\u10d8 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10d7\u10d0\u10db\u10d0\u10e8\u10d4. \u10d7\u10e3 Deep Blue-\u10e1 \u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0 \u10e3\u10ee\u10d4\u10e8\u10d8 \u10eb\u10d0\u10da\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10e1 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d8\u10e1 \u10d3\u10d4\u10db\u10dd\u10dc\u10e1\u10e2\u10e0\u10d0\u10ea\u10d8\u10d0 \u10d8\u10e7\u10dd, Watson-\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\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 (NLP) \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10ec\u10d8\u10dc\u10e1\u10d5\u10da\u10d0 \u10d8\u10e7\u10dd. \u10db\u10d0\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd \u10d9\u10d8\u10d7\u10ee\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d2\u10d4\u10d1\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5 \u10d4\u10dc\u10d0\u10d6\u10d4, \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d1\u10d0\u10d6\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0 \u10d8\u10dc\u10e2\u10d4\u10e0\u10dc\u10d4\u10e2\u10d7\u10d0\u10dc \u10ec\u10d5\u10d3\u10dd\u10db\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d4\u10e8\u10d4 \u10d3\u10d0 \u10de\u10d0\u10e1\u10e3\u10ee\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0 \u10db\u10d0\u10e6\u10d0\u10da\u10d8 \u10e1\u10d8\u10d6\u10e3\u10e1\u10e2\u10d8\u10d7 \u10d3\u10d0 \u10e1\u10d8\u10e1\u10ec\u10e0\u10d0\u10e4\u10d8\u10d7.<\/p>\n<p>Watson-\u10d8\u10e1 \u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0 \u10d8\u10e7\u10dd \u10ee\u10d8\u10d3\u10d8 \u10d0\u10d9\u10d0\u10d3\u10d4\u10db\u10d8\u10e3\u10e0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1 \u10d0\u10de\u10da\u10d8\u10d9\u10d0\u10ea\u10d8\u10d4\u10d1\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1. IBM-\u10db\u10d0 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd Watson-\u10d8\u10e1 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10e1\u10d0\u10db\u10d4\u10d3\u10d8\u10ea\u10d8\u10dc\u10dd \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8 \u10d3\u10d8\u10d0\u10d2\u10dc\u10dd\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10d3\u10d0\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d6\u10dc\u10d8\u10d7. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10db \u10d9\u10d8\u10d3\u10d4\u10d5 \u10d4\u10e0\u10d7\u10ee\u10d4\u10da \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0 AI-\u10d8\u10e1 \u10db\u10d6\u10d0\u10e0\u10d3\u10d8 \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10d0\u10da\u10d8 \u10d3\u10d0 \u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8 \u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da \u10d2\u10d0\u10e0\u10d4\u10db\u10dd\u10e8\u10d8.<\/p>\n<h3 class=\"wp-block-heading\"><strong>3.3. Google-\u10d8\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 \u10dc\u10d0\u10d1\u10d8\u10ef\u10d4\u10d1\u10d8: Google Brain \u10d3\u10d0 DeepMind-\u10d8\u10e1 \u10e8\u10d4\u10eb\u10d4\u10dc\u10d0<\/strong><\/h3>\n<p>\u10d8\u10db\u10d0\u10d5\u10d4 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e8\u10d8, \u10e1\u10ee\u10d5\u10d0 \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10db\u10d0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10db\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10db\u10d0\u10ea \u10d3\u10d0\u10d8\u10ec\u10e7\u10d4\u10e1 AI-\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ee\u10d0\u10e2\u10d5\u10d0, \u10dd\u10e6\u10dd\u10dc\u10d3 \u10e3\u10e4\u10e0\u10dd \u10d2\u10e0\u10eb\u10d4\u10da\u10d5\u10d0\u10d3\u10d8\u10d0\u10dc\u10d8, \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10de\u10d4\u10e0\u10e1\u10de\u10d4\u10e5\u10e2\u10d8\u10d5\u10d8\u10d7. 2011 \u10ec\u10d4\u10da\u10e1 Google-\u10e8\u10d8 \u10d3\u10d0\u10d0\u10e0\u10e1\u10d3\u10d0 \u10de\u10e0\u10dd\u10d4\u10e5\u10e2\u10d8 \u201cDeep Learning Project\u201d, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10db\u10dd\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10d7 Google Brain-\u10d0\u10d3 \u10d2\u10d0\u10d3\u10d0\u10d9\u10d4\u10d7\u10d3\u10d0. \u10db\u10d8\u10e1\u10d8 \u10db\u10d8\u10d6\u10d0\u10dc\u10d8 \u10d8\u10e7\u10dd \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10d9\u10d5\u10da\u10d4\u10d5\u10d0 \u10d3\u10d0 \u10db\u10d8\u10e1\u10d8 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0 Google-\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d4\u10e0\u10d5\u10d8\u10e1\u10d4\u10d1\u10e8\u10d8.<\/p>\n<p>\u10d9\u10d8\u10d3\u10d4\u10d5 \u10e3\u10e4\u10e0\u10dd \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10dc\u10d0\u10d1\u10d8\u10ef\u10d8 Google-\u10db\u10d0 2014 \u10ec\u10d4\u10da\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d3\u10d2\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea 400 \u10db\u10d8\u10da\u10d8\u10dd\u10dc \u10d3\u10dd\u10da\u10d0\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d8\u10eb\u10d8\u10dc\u10d0 \u10d1\u10e0\u10d8\u10e2\u10d0\u10dc\u10e3\u10da\u10d8 AI \u10e1\u10e2\u10d0\u10e0\u10e2\u10d0\u10de\u10d8 DeepMind. DeepMind-\u10d8\u10e1 \u10db\u10d8\u10e1\u10d8\u10d0 \u10d8\u10e7\u10dd \u201e\u10d6\u10dd\u10d2\u10d0\u10d3\u10d8 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1\u201c (Artificial General Intelligence \u2013 AGI) \u10e8\u10d4\u10e5\u10db\u10dc\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10e8\u10d4\u10eb\u10da\u10d4\u10d1\u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10d0\u10db\u10dd\u10ea\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d0\u10d3. \u10d0\u10db \u10e8\u10d4\u10dc\u10d0\u10eb\u10d4\u10dc\u10db\u10d0 \u10db\u10d9\u10d5\u10d4\u10d7\u10e0\u10d0\u10d3 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0, \u10e0\u10dd\u10db Google-\u10d8\u10e1 \u10d3\u10d0\u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d4\u10d1\u10d0 AI-\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d0\u10e0 \u10d8\u10e7\u10dd \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10e4\u10e1\u10dd\u10dc\u10d8\u10e1 \u10d3\u10d0\u10d3\u10d4\u10d1\u10d0 AI-\u10d6\u10d4, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10db\u10dd\u10db\u10d0\u10d5\u10da\u10d8\u10e1 \u10e4\u10e3\u10dc\u10d3\u10d0\u10db\u10d4\u10dc\u10e2\u10e3\u10e0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0\u10d6\u10d4. \u10d4\u10e1 \u10d8\u10e7\u10dd \u10d2\u10d0\u10d3\u10d0\u10e1\u10d5\u10da\u10d0 \u10de\u10d8\u10d0\u10e0-\u10e6\u10dd\u10dc\u10d8\u10e1\u10eb\u10d8\u10d4\u10d1\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10db\u10d0\u10e1\u10d8\u10e3\u10e0, \u10d2\u10e0\u10eb\u10d4\u10da\u10d5\u10d0\u10d3\u10d8\u10d0\u10dc, \u10e4\u10e3\u10dc\u10d3\u10d0\u10db\u10d4\u10dc\u10e2\u10e3\u10e0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10e8\u10d8 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d4\u10d1\u10d6\u10d4. \u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10d3\u10d0\u10dc \u10db\u10dd\u10e7\u10dd\u10da\u10d4\u10d1\u10e3\u10da\u10d8, \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10db\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10db\u10d0 AI \u10d0\u10e6\u10d8\u10d0\u10e0\u10d4\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d2\u10da\u10dd\u10d1\u10d0\u10da\u10e3\u10e0\u10d8 \u10d4\u10d9\u10dd\u10dc\u10dd\u10db\u10d8\u10d9\u10d8\u10e1 \u10d0\u10ee\u10d0\u10da\u10d8 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d8 \u10d3\u10d0 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d8\u10e1 \u10ec\u10e7\u10d0\u10e0\u10dd.<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u10d7\u10d0\u10d5\u10d8 4: \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10d8 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d4\u10d1\u10d8<\/strong><\/h2>\n<p>AI-\u10d8\u10e1 \u10d0\u10e6\u10db\u10d0\u10e1\u10d5\u10da\u10d0 2010-\u10d8\u10d0\u10dc \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 \u10d3\u10d0 \u10db\u10d0\u10e1 \u10db\u10dd\u10e7\u10dd\u10da\u10d8\u10da\u10d8 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10d1\u10e3\u10db\u10d8 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10d4\u10e0\u10d7\u10d8 \u10ea\u10d0\u10da\u10d9\u10d4\u10e3\u10da\u10d8 \u10d2\u10d0\u10e0\u10e6\u10d5\u10d4\u10d5\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8. \u10d8\u10e1 \u10d0\u10e0\u10d8\u10e1 \u10e1\u10d0\u10db\u10d8 \u10de\u10d0\u10e0\u10d0\u10da\u10d4\u10da\u10e3\u10e0\u10d8 \u10d3\u10d0 \u10d4\u10e0\u10d7\u10db\u10d0\u10dc\u10d4\u10d7\u10d7\u10d0\u10dc \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10dc\u10d4\u10e0\u10d2\u10d8\u10d0: \u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0, \u10d0\u10de\u10d0\u10e0\u10d0\u10e2\u10e3\u10e0\u10d8\u10e1 \u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d0 (GPU-\u10d4\u10d1\u10d8) \u10d3\u10d0 \u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0. \u10d4\u10e1 \u10d9\u10dd\u10db\u10d1\u10d8\u10dc\u10d0\u10ea\u10d8\u10d0 \u10d8\u10e7\u10dd \u10d8\u10e1, \u10e0\u10d0\u10ea \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u10e1\u201c \u10d3\u10e0\u10dd\u10e1 \u10d0\u10e0 \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10d3\u10d0, \u10e0\u10d0\u10db\u10d0\u10ea \u10db\u10d0\u10d7 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0\u10e1 \u10ee\u10d4\u10da\u10d8 \u10e8\u10d4\u10e3\u10e8\u10d0\u10da\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>4.1. \u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8 (Big Data) \u10d3\u10d0 GPU-\u10d4\u10d1\u10d8\u10e1 \u10e0\u10dd\u10da\u10d8<\/strong><\/h3>\n<p>\u10d8\u10dc\u10e2\u10d4\u10e0\u10dc\u10d4\u10e2\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d0\u10db \u10dd\u10e0\u10d2\u10d0\u10dc\u10d8\u10d6\u10d0\u10ea\u10d8\u10d4\u10d1\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0 \u10db\u10d8\u10e1\u10ea\u10d0, \u10e8\u10d4\u10d4\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10d8\u10dc\u10d0\u10d7 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1 \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0, \u10e0\u10d0\u10ea \u201e\u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1\u201c \u10e1\u10d0\u10ee\u10d4\u10da\u10d8\u10d7 \u10d2\u10d0\u10ee\u10d3\u10d0 \u10ea\u10dc\u10dd\u10d1\u10d8\u10da\u10d8. \u10d4\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10d1\u10d0\u10d6\u10d4\u10d1\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d0 \u10d0\u10e3\u10ea\u10d8\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u201e\u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u201c \u10d0\u10ee\u10d0\u10da\u10d8 AI \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10e1\u10ec\u10d0\u10d5\u10da\u10dd\u10d1\u10d4\u10dc. AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e4\u10dd\u10e0\u10db\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10db\u10d0\u10d7\u10d7\u10d5\u10d8\u10e1 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10e3\u10da \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10d6\u10d4, \u10ee\u10dd\u10da\u10dd \u10d3\u10d0\u10d5\u10d0\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0 \u10d9\u10d8 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0\u10e1 \u10d4\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10d0. \u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0\u10db AI-\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0 \u10db\u10d8\u10e1\u10ea\u10d0, \u10e8\u10d4\u10d4\u10e1\u10ec\u10d0\u10d5\u10da\u10d0 \u10e8\u10d0\u10d1\u10da\u10dd\u10dc\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e2\u10d0\u10dc\u10d0 \u10e3\u10e4\u10e0\u10dd \u10d6\u10e3\u10e1\u10e2\u10d8 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d4\u10d1\u10d8, \u10e0\u10d0\u10db\u10d0\u10ea \u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10ef\u10d0\u10dc\u10d3\u10d0\u10ea\u10d5\u10d0\u10e8\u10d8, \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u10d2\u10d0\u10ee\u10d0\u10d3\u10d0.<\/p>\n<p>\u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10d0\u10db \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10dc\u10d0\u10d9\u10d0\u10d3\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10da\u10d0\u10d3 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d8\u10e7\u10dd \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4. \u10d2\u10e0\u10d0\u10e4\u10d8\u10d9\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10dd\u10e0\u10d8\u10e1 \u10d4\u10e0\u10d7\u10d4\u10e3\u10da\u10d4\u10d1\u10d8 (GPU), \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10d7\u10d0\u10db\u10d0\u10e8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e8\u10d4\u10d8\u10e5\u10db\u10dc\u10d0, \u10d8\u10d3\u10d4\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10db\u10dd\u10d4\u10e0\u10d2\u10dd \u10d0\u10db \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d4\u10d1\u10e1. GPU-\u10d4\u10d1\u10e1 \u10d0\u10e5\u10d5\u10d7 \u10d0\u10e1\u10dd\u10d1\u10d8\u10d7 \u10d0\u10dc \u10d0\u10d7\u10d0\u10e1\u10dd\u10d1\u10d8\u10d7 \u10d1\u10d8\u10e0\u10d7\u10d5\u10d8 \u10d3\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10da\u10d8\u10d0 \u10de\u10d0\u10e0\u10d0\u10da\u10d4\u10da\u10e3\u10e0\u10d8 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10d0\u10ea \u10d2\u10d0\u10d3\u10d0\u10db\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10d0 \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. 2007 \u10ec\u10d4\u10da\u10e1 Nvidia-\u10e1 \u10db\u10d8\u10d4\u10e0 CUDA-\u10e1 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0\u10db GPU-\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d6\u10dd\u10d2\u10d0\u10d3\u10d8 \u10d3\u10d0\u10dc\u10d8\u10e8\u10dc\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u10d2\u10d0\u10ee\u10d0\u10d3\u10d0, \u10e0\u10d0\u10ea \u10e3\u10dc\u10d4\u10d1\u10da\u10d8\u10d4, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10d9\u10d0\u10e2\u10d0\u10da\u10d8\u10d6\u10d0\u10e2\u10dd\u10e0\u10d8 \u10d0\u10e6\u10db\u10dd\u10e9\u10dc\u10d3\u10d0 AI-\u10d8\u10e1 \u10e0\u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. \u10d0\u10db \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0\u10db\u10d0 \u10dc\u10d0\u10ee\u10e2\u10dd\u10db\u10db\u10d0 \u10dc\u10d0\u10db\u10d3\u10d5\u10d8\u10da\u10d0\u10d3 \u10d3\u10d0\u10d0\u10e1\u10e0\u10e3\u10da\u10d0 AI-\u10d8\u10e1 \u201e\u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u201c, \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10db\u10d0\u10dc \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d8\u10e1 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d0, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea 1970-\u10d8\u10d0\u10dc \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 AI-\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0 \u10e8\u10d4\u10e9\u10d4\u10e0\u10d3\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>4.2. \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10d6\u10d4\u10d5\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10e1\u10d8 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0<\/strong><\/h3>\n<p>\u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0 \u10d0\u10de\u10d0\u10e0\u10d0\u10e2\u10e3\u10e0\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc \u10d4\u10e0\u10d7\u10d0\u10d3, \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d4\u10d1\u10d8\u10ea \u10d3\u10d0\u10d8\u10ee\u10d5\u10d4\u10ec\u10d0. \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10d4\u10e0\u10d7-\u10d4\u10e0\u10d7\u10d8 \u10e4\u10dd\u10e0\u10db\u10d0\u10d0, \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 \u10db\u10e0\u10d0\u10d5\u10d0\u10da\u10e8\u10e0\u10d8\u10d0\u10dc \u10dc\u10d4\u10e0\u10d5\u10e3\u10da \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10e1\u10ec\u10d0\u10d5\u10da\u10d0. \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10d8\u10d3\u10d4\u10d0 1940-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10d3\u10d0, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10db\u10d8\u10e1\u10d8 \u10de\u10e0\u10d0\u10e5\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10e0\u10d7\u10e3\u10da\u10d8 \u10d8\u10e7\u10dd. \u10d2\u10d0\u10e0\u10e6\u10d5\u10d4\u10d5\u10d0 \u10db\u10dd\u10ee\u10d3\u10d0 1986 \u10ec\u10d4\u10da\u10e1, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10ef\u10d4\u10e4\u10e0\u10d8 \u10f0\u10d8\u10dc\u10e2\u10dd\u10dc\u10db\u10d0, \u10d3\u10d4\u10d5\u10d8\u10d3 \u10e0\u10e3\u10db\u10d4\u10da\u10f0\u10d0\u10e0\u10e2\u10db\u10d0 \u10d3\u10d0 \u10e0\u10dd\u10dc\u10d0\u10da\u10d3 \u10e3\u10d8\u10da\u10d8\u10d0\u10db\u10e1\u10db\u10d0 \u10e8\u10d4\u10db\u10dd\u10d8\u10e6\u10d4\u10e1 \u201e\u10e3\u10d9\u10d0\u10dc \u10d2\u10d0\u10d5\u10e0\u10ea\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u201c (backpropagation) \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d8, \u10e0\u10d0\u10db\u10d0\u10ea \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u10d2\u10d0\u10ee\u10d0\u10d3\u10d0 \u10db\u10e0\u10d0\u10d5\u10d0\u10da\u10e8\u10e0\u10d8\u10d0\u10dc\u10d8 \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8 \u10ec\u10d5\u10e0\u10d7\u10dc\u10d0.<\/p>\n<p>\u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2\u10d8 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d4\u10e2\u10d0\u10de\u10d8 \u10d8\u10e7\u10dd \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e0\u10e5\u10d8\u10e2\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 2017 \u10ec\u10d4\u10da\u10e1, Google Brain-\u10d8\u10e1 \u10d2\u10e3\u10dc\u10d3\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0. \u10d4\u10e1 \u10dc\u10d4\u10e0\u10d5\u10e3\u10da\u10d8 \u10e5\u10e1\u10d4\u10da\u10d8\u10e1 \u10d4\u10da\u10d4\u10d2\u10d0\u10dc\u10e2\u10e3\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10e7\u10d5\u10d4\u10da\u10d0 \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10d3\u10d8\u10d3 \u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5 \u10db\u10dd\u10d3\u10d4\u10da\u10e1 \u10e3\u10d3\u10d4\u10d5\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10da\u10d0\u10d3 \u10d3\u10d0 \u10db\u10d0\u10dc \u10e0\u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d0 \u10db\u10dd\u10d0\u10ee\u10d3\u10d8\u10dc\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 \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8.<\/p>\n<h3 class=\"wp-block-heading\"><strong>4.3. 2012 \u10ec\u10da\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d3\u10d0\u10db\u10e2\u10d4\u10ee\u10d8 \u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10d8<\/strong><\/h3>\n<p>\u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI-\u10d8\u10e1 \u10d1\u10e3\u10db\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d0\u10d3 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 2012 \u10ec\u10d4\u10da\u10d8 \u10d8\u10d7\u10d5\u10da\u10d4\u10d1\u10d0. \u10d0\u10db \u10ec\u10d4\u10da\u10e1 ImageNet-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e1\u10d0\u10ee\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d9\u10da\u10d0\u10e1\u10d8\u10e4\u10d8\u10d9\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e7\u10dd\u10d5\u10d4\u10da\u10ec\u10da\u10d8\u10e3\u10e0 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10e1\u10d6\u10d4, AlexNet-\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10db\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d3\u10d0 \u10e6\u10e0\u10db\u10d0 \u10dc\u10d4\u10e0\u10d5\u10e3\u10da \u10e5\u10e1\u10d4\u10da\u10d4\u10d1\u10e1 \u10d3\u10d0 GPU-\u10e1, \u10db\u10d9\u10d5\u10d4\u10d7\u10e0\u10d0\u10d3 \u10d2\u10d0\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d0 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8. \u10d0\u10db \u10db\u10dd\u10d3\u10d4\u10da\u10db\u10d0 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0, \u10e0\u10dd\u10db \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d0\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd \u10d0\u10db\u10dd\u10d4\u10ee\u10e1\u10dc\u10d0 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d7\u10d0\u10dc\u10d0\u10ea \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI \u10ec\u10d0\u10e0\u10e3\u10db\u10d0\u10e2\u10d4\u10d1\u10d4\u10da\u10d8 \u10d0\u10e6\u10db\u10dd\u10e9\u10dc\u10d3\u10d0, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d2\u10d0\u10db\u10dd\u10e1\u10d0\u10ee\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ea\u10dc\u10dd\u10d1\u10d0. ImageNet-\u10d8\u10e1 \u10d3\u10d0 Kaggle-\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10db\u10d0 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10e1\u10d4\u10d1\u10db\u10d0 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10da\u10d0\u10d3, \u10e0\u10d0\u10db\u10d0\u10ea \u10d3\u10d0\u10d0\u10e9\u10e5\u10d0\u10e0\u10d0 \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d8\u10d3\u10d0\u10dc \u10db\u10dd\u10e7\u10dd\u10da\u10d4\u10d1\u10e3\u10da\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10db\u10d9\u10d5\u10da\u10d4\u10d5\u10d0\u10e0\u10d7\u10d0, \u10d8\u10e1\u10d4 \u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da \u10ec\u10e0\u10d4\u10d4\u10d1\u10e8\u10d8, AI-\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10db\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10d4\u10d1\u10d0\u10db \u10db\u10d9\u10d5\u10d4\u10d7\u10e0\u10d0\u10d3 \u10db\u10dd\u10d8\u10db\u10d0\u10e2\u10d0.<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u10d7\u10d0\u10d5\u10d8 5: \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10e0\u10d0 \u10d3\u10d0 \u10d2\u10d8\u10d2\u10d0\u10dc\u10e2\u10e3\u10e0\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10de\u10d8\u10e0\u10d8\u10e1\u10de\u10d8\u10e0\u10d4\u10d1\u10d0<\/strong><\/h2>\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e8\u10d8 \u10d0\u10ee\u10d0\u10da\u10d8, \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10d0\u10e5\u10e2\u10d8\u10e3\u10e0\u10d8 \u10d4\u10e2\u10d0\u10de\u10d8 2022 \u10ec\u10da\u10d8\u10e1 \u10d1\u10dd\u10da\u10dd\u10e1 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd, \u10e0\u10d0\u10db\u10d0\u10ea \u10d9\u10d8\u10d3\u10d4\u10d5 \u10d4\u10e0\u10d7\u10ee\u10d4\u10da \u10e8\u10d4\u10ea\u10d5\u10d0\u10da\u10d0 \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d0\u10d7\u10d8 \u10e1\u10d0\u10ef\u10d0\u10e0\u10dd \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0.<\/p>\n<h3 class=\"wp-block-heading\"><strong>5.1. OpenAI-\u10d8\u10e1 \u10d0\u10e6\u10d6\u10d4\u10d5\u10d4\u10d1\u10d0 \u10d3\u10d0 Microsoft-\u10d8\u10e1 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d0<\/strong><\/h3>\n<p>2022 \u10ec\u10da\u10d8\u10e1 \u10dc\u10dd\u10d4\u10db\u10d1\u10d4\u10e0\u10e8\u10d8 OpenAI-\u10db \u10d2\u10d0\u10db\u10dd\u10e3\u10e8\u10d5\u10d0 ChatGPT, \u10e0\u10dd\u10db\u10d4\u10da\u10db\u10d0\u10ea \u10e3\u10de\u10e0\u10d4\u10ea\u10d4\u10d3\u10d4\u10dc\u10e2\u10dd \u10e1\u10d8\u10e1\u10ec\u10e0\u10d0\u10e4\u10d8\u10d7 \u10db\u10dd\u10d8\u10de\u10dd\u10d5\u10d0 \u10de\u10dd\u10de\u10e3\u10da\u10d0\u10e0\u10dd\u10d1\u10d0. \u10ee\u10e3\u10d7 \u10d3\u10e6\u10d4\u10e8\u10d8 \u10db\u10d0\u10e1 \u10db\u10d8\u10da\u10d8\u10dd\u10dc\u10d6\u10d4 \u10db\u10d4\u10e2\u10d8 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8 \u10f0\u10e7\u10d0\u10d5\u10d3\u10d0. \u10d0\u10db \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0\u10db \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0 AI-\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10db\u10d0\u10e1\u10d8\u10e3\u10e0\u10d8 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8 \u10d3\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d0\u10d3 \u10d8\u10e5\u10ea\u10d0.<\/p>\n<p>\u10d0\u10db \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10d5\u10da\u10dd\u10d1\u10d0\u10e8\u10d8, Microsoft-\u10db\u10d0 \u10e3\u10d9\u10d5\u10d4 \u10f0\u10e5\u10dd\u10dc\u10d3\u10d0 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d0. \u10ef\u10d4\u10e0 \u10d9\u10d8\u10d3\u10d4\u10d5 2019 \u10ec\u10da\u10d8\u10d3\u10d0\u10dc \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10db \u10db\u10e0\u10d0\u10d5\u10d0\u10da\u10db\u10d8\u10da\u10d8\u10d0\u10e0\u10d3\u10d8\u10d0\u10dc\u10d8 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d0 \u10d2\u10d0\u10dc\u10d0\u10ee\u10dd\u10e0\u10ea\u10d8\u10d4\u10da\u10d0 OpenAI-\u10e8\u10d8 \u10d3\u10d0 \u10d3\u10d0\u10d0\u10db\u10e7\u10d0\u10e0\u10d0 \u10db\u10ed\u10d8\u10d3\u10e0\u10dd \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d0. \u10d4\u10e1 \u10d8\u10e7\u10dd \u10d2\u10d0\u10e0\u10d3\u10d0\u10db\u10e2\u10d4\u10ee\u10d8 \u10dc\u10d0\u10d1\u10d8\u10ef\u10d8, \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc Microsoft-\u10db\u10d0 \u10e0\u10d8\u10d2 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10d4\u10d1\u10e1 \u10d2\u10d0\u10e3\u10e1\u10ec\u10e0\u10dd \u10d3\u10d0 \u10db\u10d8\u10d8\u10e6\u10dd \u10d4\u10e5\u10e1\u10d9\u10da\u10e3\u10d6\u10d8\u10e3\u10e0\u10d8 \u10ec\u10d5\u10d3\u10dd\u10db\u10d0 OpenAI-\u10d8\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10db\u10dd\u10ec\u10d8\u10dc\u10d0\u10d5\u10d4 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d6\u10d4, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 GPT-4. \u10d0\u10db \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d0\u10db \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0 \u10db\u10d8\u10e1\u10ea\u10d0 Microsoft-\u10e1, \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10d3\u10d0\u10d4\u10ec\u10e7\u10dd AI-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d7\u10d0\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10e8\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 Microsoft 365 Copilot, \u10e0\u10d0\u10ea \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d4\u10d1\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d6\u10e0\u10d3\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1.<\/p>\n<p>Microsoft-\u10d8\u10e1 \u10e1\u10d0\u10ef\u10d0\u10e0\u10dd \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 2023 \u10ec\u10da\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8\u10d3\u10d0\u10dc \u10e4\u10dd\u10d9\u10e3\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 AI-\u10d8\u10e1 \u10de\u10e0\u10d0\u10e5\u10e2\u10d8\u10d9\u10e3\u10da \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10d6\u10d4 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10e8\u10d8. \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d0\u10d3 \u10d0\u10e5\u10d5\u10d4\u10e7\u10dc\u10d4\u10d1\u10e1 \u10de\u10e0\u10d4\u10e1\u10e0\u10d4\u10da\u10d8\u10d6\u10d4\u10d1\u10e1, \u10d0\u10ea\u10ee\u10d0\u10d3\u10d4\u10d1\u10e1 \u10d0\u10ee\u10d0\u10da \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d4\u10d1\u10e1 (\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, Premier League, Starbucks, Honeywell) \u10d3\u10d0 \u10ee\u10d0\u10d6\u10e1 \u10e3\u10e1\u10d5\u10d0\u10db\u10e1 AI-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3 \u10db\u10d8\u10e6\u10d4\u10d1\u10e3\u10da \u10d4\u10e4\u10d4\u10e5\u10e2\u10d8\u10d0\u10dc\u10dd\u10d1\u10d0\u10e1 \u10d3\u10d0 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10d3\u10d0\u10d6\u10dd\u10d2\u10d5\u10d0\u10e1. Microsoft \u10d0\u10e1\u10d4\u10d5\u10d4 \u10d0\u10e5\u10ea\u10d4\u10dc\u10e2\u10e1 \u10d0\u10d9\u10d4\u10d7\u10d4\u10d1\u10e1 \u10d4\u10d7\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d3\u10d0 \u10de\u10d0\u10e1\u10e3\u10ee\u10d8\u10e1\u10db\u10d2\u10d4\u10d1\u10da\u10d8\u10d0\u10dc\u10d8 AI-\u10d8\u10e1 \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10d4\u10d1\u10d6\u10d4.<\/p>\n<h3 class=\"wp-block-heading\"><strong>5.2. Google-\u10d8\u10e1 \u10e0\u10d4\u10d0\u10e5\u10ea\u10d8\u10d0 \u10d3\u10d0 Gemini-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0<\/strong><\/h3>\n<p>ChatGPT-\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2, \u10d1\u10d0\u10d6\u10e0\u10d8\u10e1 \u10d3\u10d8\u10dc\u10d0\u10db\u10d8\u10d9\u10d0\u10db \u10d0\u10d8\u10eb\u10e3\u10da\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10d2\u10d8\u10d2\u10d0\u10dc\u10e2\u10d4\u10d1\u10d8, \u10d3\u10d0\u10e3\u10e7\u10dd\u10d5\u10dc\u10d4\u10d1\u10da\u10d8\u10d5 \u10d4\u10db\u10dd\u10e5\u10db\u10d4\u10d3\u10d0\u10d7. Google-\u10db\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea \u10e3\u10d9\u10d5\u10d4 \u10f0\u10e5\u10dd\u10dc\u10d3\u10d0 \u10d3\u10d8\u10d3\u10d8 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0 DeepMind-\u10d8\u10e1\u10d0 \u10d3\u10d0 Google Brain-\u10d8\u10e1 \u10ec\u10e7\u10d0\u10da\u10dd\u10d1\u10d8\u10d7, 2023 \u10ec\u10da\u10d8\u10e1 \u10d7\u10d4\u10d1\u10d4\u10e0\u10d5\u10d0\u10da\u10e8\u10d8 \u10d2\u10d0\u10db\u10dd\u10d0\u10ea\u10ee\u10d0\u10d3\u10d0 \u10e1\u10d0\u10d9\u10e3\u10d7\u10d0\u10e0\u10d8 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10d8 Bard. \u10d0\u10db\u10d0\u10dc \u10d0\u10e9\u10d5\u10d4\u10dc\u10d0, \u10e0\u10dd\u10db \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u10d2\u10d0\u10e0\u10d4\u10db\u10dd \u10d0\u10d8\u10eb\u10e3\u10da\u10d4\u10d1\u10d3\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1, \u10d7\u10d0\u10d5\u10d8\u10d0\u10dc\u10d7\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d4\u10d1\u10d8 \u10e1\u10d0\u10ef\u10d0\u10e0\u10dd\u10d3 \u10d2\u10d0\u10db\u10dd\u10d4\u10e8\u10d5\u10d0\u10d7.<\/p>\n<p>\u10db\u10dd\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10d7, Google-\u10db\u10d0 \u10d2\u10d0\u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d0 \u10d7\u10d0\u10d5\u10d8\u10e1\u10d8 \u10dd\u10e0\u10d8 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 AI \u10d2\u10e3\u10dc\u10d3\u10d8 (DeepMind \u10d3\u10d0 Google Brain) \u10d3\u10d0 \u10d2\u10d0\u10db\u10dd\u10e3\u10e8\u10d5\u10d0 \u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d8, \u10db\u10e3\u10da\u10e2\u10d8\u10db\u10dd\u10d3\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d8 Gemini, \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d8\u10e1, \u10d9\u10dd\u10d3\u10d8\u10e1, \u10e1\u10e3\u10e0\u10d0\u10d7\u10d4\u10d1\u10d8\u10e1, \u10d0\u10e3\u10d3\u10d8\u10dd\u10e1\u10d0 \u10d3\u10d0 \u10d5\u10d8\u10d3\u10d4\u10dd\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0. Google-\u10d8\u10e1 \u10e1\u10d0\u10ef\u10d0\u10e0\u10dd \u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d0 \u10e4\u10dd\u10d9\u10e3\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 Gemini-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0\u10d6\u10d4 Google Cloud-\u10e8\u10d8 \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10e1\u10d4\u10e0\u10d5\u10d8\u10e1\u10d4\u10d1\u10e8\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 Ask Photos. \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10ee\u10d0\u10d6\u10e1 \u10e3\u10e1\u10d5\u10d0\u10db\u10e1, \u10e0\u10dd\u10db \u10db\u10d8\u10e1\u10d8 \u10db\u10d8\u10d6\u10d0\u10dc\u10d8\u10d0, \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10e1 AI, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 \u10e1\u10d0\u10e1\u10d0\u10e0\u10d2\u10d4\u10d1\u10da\u10dd, \u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d5\u10d0\u10da\u10d3\u10d4\u10d1\u10e3\u10da\u10d8 \u10d3\u10d0 \u10de\u10d0\u10e1\u10e3\u10ee\u10d8\u10e1\u10db\u10d2\u10d4\u10d1\u10da\u10d8\u10d0\u10dc\u10d8.<\/p>\n<h3 class=\"wp-block-heading\"><strong>5.3. IBM-\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d0: Watson-\u10d3\u10d0\u10dc watsonx-\u10db\u10d3\u10d4<\/strong><\/h3>\n<p>IBM-\u10db\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea AI-\u10d8\u10e1 \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8 \u10ee\u10d0\u10dc\u10d2\u10e0\u10eb\u10da\u10d8\u10d5\u10d8 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0 \u10d0\u10e5\u10d5\u10e1, \u10d7\u10d0\u10d5\u10d8\u10e1\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d0 \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10d2\u10d0\u10db\u10dd\u10ec\u10d5\u10d4\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d0\u10d3 \u10d2\u10d0\u10dc\u10d0\u10d0\u10ee\u10da\u10d0. Watson-\u10d8\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d4\u10e0\u10d7\u10d8 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e1, \u10dc\u10d0\u10ea\u10d5\u10da\u10d0\u10d3, \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10db 2023 \u10ec\u10da\u10d8\u10e1 \u10db\u10d0\u10d8\u10e1\u10e8\u10d8 \u10ec\u10d0\u10e0\u10db\u10dd\u10d0\u10d3\u10d2\u10d8\u10dc\u10d0 watsonx, AI \u10d3\u10d0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0. IBM-\u10d8\u10e1 \u10e1\u10d0\u10ef\u10d0\u10e0\u10dd \u10d2\u10d0\u10dc\u10ea\u10ee\u10d0\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, 2025 \u10ec\u10da\u10d8\u10e1 \u201eThink\u201c \u10d9\u10dd\u10dc\u10e4\u10d4\u10e0\u10d4\u10dc\u10ea\u10d8\u10d0\u10d6\u10d4, \u10e4\u10dd\u10d9\u10e3\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 watsonx-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10d6\u10d4 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d8\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 Ferrari-\u10e1\u10d7\u10d0\u10dc \u10d3\u10d0 UFC-\u10e1\u10d7\u10d0\u10dc. \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10ee\u10d0\u10d6\u10e1 \u10e3\u10e1\u10d5\u10d0\u10db\u10e1, \u10e0\u10dd\u10db AI \u10d0\u10e0\u10d8\u10e1 \u201e\u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10eb\u10e0\u10d0\u10d5\u10d0\u201c \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0 \u10d0\u10e5\u10e2\u10d8\u10e3\u10e0\u10d0\u10d3 \u10d0\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10e1 AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10d0\u10d5\u10e2\u10dd\u10dc\u10dd\u10db\u10d8\u10e3\u10e0\u10d0\u10d3 \u10db\u10dd\u10e5\u10db\u10d4\u10d3\u10d4\u10d1\u10d0. IBM \u10d0\u10e1\u10d4\u10d5\u10d4 \u10d0\u10e5\u10d5\u10d4\u10e7\u10dc\u10d4\u10d1\u10e1 \u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d4\u10d1\u10e1 AI-\u10d8\u10e1 \u10e3\u10e1\u10d0\u10e4\u10e0\u10d7\u10ee\u10dd\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1, \u10e0\u10d0\u10ea \u10db\u10d8\u10e3\u10d7\u10d8\u10d7\u10d4\u10d1\u10e1 \u10de\u10d0\u10e1\u10e3\u10ee\u10d8\u10e1\u10db\u10d2\u10d4\u10d1\u10da\u10d8\u10d0\u10dc\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d8\u10e1\u10d0\u10d3\u10db\u10d8 \u10db\u10d8\u10e1 \u10d4\u10e0\u10d7\u10d2\u10e3\u10da\u10d4\u10d1\u10d0\u10d6\u10d4.<\/p>\n<h3 class=\"wp-block-heading\"><strong>\u10ea\u10ee\u10e0\u10d8\u10da\u10d8 3: \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1 AI \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10dc\u10d0\u10d1\u10d8\u10ef\u10d4\u10d1\u10d8<\/strong><\/h3>\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0<\/td>\n<td>\u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d0<\/td>\n<td>\u10ec\u10d4\u10da\u10d8<\/td>\n<td>\u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d8\u10e1 \u10e2\u10d8\u10de\u10d8<\/td>\n<td>\u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8\/\u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0<\/td>\n<\/tr>\n<tr>\n<td>IBM<\/td>\n<td>Deep Blue<\/td>\n<td>1997<\/td>\n<td>\u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>\u10db\u10d4\u10d3\u10d8\u10d8\u10e1 \u10e7\u10e3\u10e0\u10d0\u10d3\u10e6\u10d4\u10d1\u10d8\u10e1 \u10ea\u10d4\u10dc\u10e2\u10e0\u10e8\u10d8 \u10db\u10dd\u10e5\u10ea\u10d4\u10d5\u10d0, AI-\u10d8\u10e1 \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10d0\u10da\u10d8\u10e1 \u10d3\u10d4\u10db\u10dd\u10dc\u10e1\u10e2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0 \u10e4\u10d0\u10e0\u10d7\u10dd \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/td>\n<\/tr>\n<tr>\n<td>IBM<\/td>\n<td>Watson Jeopardy<\/td>\n<td>2011<\/td>\n<td>\u10d2\u10d0\u10db\u10d0\u10e0\u10ef\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>NLP-\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10dd\u10e9\u10d4\u10dc\u10d0, \u10ee\u10d8\u10d3\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0 \u10d0\u10d9\u10d0\u10d3\u10d4\u10db\u10d8\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10d9\u10dd\u10db\u10d4\u10e0\u10ea\u10d8\u10e3\u10da \u10d0\u10de\u10da\u10d8\u10d9\u10d0\u10ea\u10d8\u10d4\u10d1\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1.<\/td>\n<\/tr>\n<tr>\n<td>Google<\/td>\n<td>Google Brain<\/td>\n<td>2011<\/td>\n<td>\u10d2\u10e3\u10dc\u10d3\u10d8\u10e1 \u10d3\u10d0\u10d0\u10e0\u10e1\u10d4\u10d1\u10d0<\/td>\n<td>\u10d2\u10e0\u10eb\u10d4\u10da\u10d5\u10d0\u10d3\u10d8\u10d0\u10dc\u10d8 \u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10e1 \u10d3\u10d0\u10ec\u10e7\u10d4\u10d1\u10d0 Google-\u10d8\u10e1 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10da\u10d0\u10d3.<\/td>\n<\/tr>\n<tr>\n<td>Google<\/td>\n<td>DeepMind-\u10d8\u10e1 \u10e8\u10d4\u10eb\u10d4\u10dc\u10d0<\/td>\n<td>2014<\/td>\n<td>\u10e8\u10d4\u10dc\u10d0\u10eb\u10d4\u10dc\u10d8<\/td>\n<td>\u10db\u10d0\u10e1\u10d8\u10e3\u10e0\u10d8 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d0 \u10e4\u10e3\u10dc\u10d3\u10d0\u10db\u10d4\u10dc\u10e2\u10e3\u10e0 AI \u10d9\u10d5\u10da\u10d4\u10d5\u10d4\u10d1\u10e8\u10d8, \u10d2\u10e0\u10eb\u10d4\u10da\u10d5\u10d0\u10d3\u10d8\u10d0\u10dc\u10d8, \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10ee\u10d4\u10d3\u10d5\u10d8\u10e1 \u10d3\u10d4\u10db\u10dd\u10dc\u10e1\u10e2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0.<\/td>\n<\/tr>\n<tr>\n<td>Microsoft<\/td>\n<td>OpenAI-\u10d8\u10e1 \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d0<\/td>\n<td>2019-2023<\/td>\n<td>\u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10dd\u10d1\u10d0<\/td>\n<td>\u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10de\u10dd\u10d6\u10d8\u10ea\u10d8\u10dd\u10dc\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d1\u10d0\u10d6\u10d0\u10e0\u10d6\u10d4, \u10e3\u10d0\u10ee\u10da\u10d4\u10e1\u10d8 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0.<\/td>\n<\/tr>\n<tr>\n<td>Microsoft<\/td>\n<td>Copilot-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0<\/td>\n<td>2023<\/td>\n<td>\u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0<\/td>\n<td>AI-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10e8\u10d8, \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d6\u10e0\u10d3\u10d8\u10e1 \u10d0\u10e5\u10ea\u10d4\u10dc\u10e2\u10d8.<\/td>\n<\/tr>\n<tr>\n<td>IBM<\/td>\n<td>watsonx<\/td>\n<td>2023<\/td>\n<td>\u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>\u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10d0 \u10d4\u10e0\u10d7\u10d8 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10d3\u10d0\u10dc \u10d9\u10dd\u10db\u10de\u10da\u10d4\u10e5\u10e1\u10e3\u10e0 AI \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0\u10d6\u10d4 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d5\u10da\u10d8\u10d7.<\/td>\n<\/tr>\n<tr>\n<td>Google<\/td>\n<td>Gemini<\/td>\n<td>2024<\/td>\n<td>\u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0<\/td>\n<td>\u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u10de\u10d0\u10e1\u10e3\u10ee\u10d8 ChatGPT-\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d0\u10d6\u10d4, \u10db\u10e3\u10da\u10e2\u10d8\u10db\u10dd\u10d3\u10d0\u10da\u10e3\u10e0\u10d8 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10dd\u10e9\u10d4\u10dc\u10d0.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>ChatGPT-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0\u10db 2022 \u10ec\u10d4\u10da\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8 \u10d2\u10d0\u10d0\u10e6\u10d5\u10d8\u10d5\u10d0, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d2\u10d8\u10d2\u10d0\u10dc\u10e2\u10e3\u10e0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u201e\u10d8\u10d0\u10e0\u10d0\u10e6\u10d8\u10e1 \u10e8\u10d4\u10ef\u10d8\u10d1\u10e0\u10d8\u201c \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd. Microsoft-\u10d8\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10db\u10d0 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d4\u10d1\u10db\u10d0 OpenAI-\u10e8\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d0 \u10db\u10d8\u10e1\u10ea\u10d0, \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10e8\u10d4\u10d4\u10eb\u10da\u10dd \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10d3\u10d0\u10d4\u10d9\u10d0\u10d5\u10d4\u10d1\u10d8\u10dc\u10d0 \u10da\u10d8\u10d3\u10d4\u10e0\u10e3\u10da\u10d8 \u10de\u10dd\u10d6\u10d8\u10ea\u10d8\u10d0 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d1\u10d0\u10d6\u10d0\u10e0\u10d6\u10d4. Google-\u10d8\u10e1 \u10d3\u10d0\u10e3\u10e7\u10dd\u10d5\u10dc\u10d4\u10d1\u10d4\u10da\u10db\u10d0 \u10e0\u10d4\u10d0\u10d2\u10d8\u10e0\u10d4\u10d1\u10d0\u10db, \u10db\u10d0\u10d7 \u10e8\u10dd\u10e0\u10d8\u10e1 Bard-\u10d8\u10e1\u10d0 \u10d3\u10d0 Gemini-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e8\u10d5\u10d4\u10d1\u10d0\u10db, \u10d3\u10d0\u10d0\u10d3\u10d0\u10e1\u10e2\u10e3\u10e0\u10d0, \u10e0\u10dd\u10db \u10d1\u10d0\u10d6\u10d0\u10e0\u10d6\u10d4 \u10ec\u10d0\u10e0\u10db\u10d0\u10e2\u10d4\u10d1\u10d0 \u10d0\u10ee\u10da\u10d0 \u10e3\u10e8\u10e3\u10d0\u10da\u10dd\u10d3 AI-\u10d8\u10e1 \u10e1\u10e4\u10d4\u10e0\u10dd\u10e8\u10d8 \u10da\u10d8\u10d3\u10d4\u10e0\u10dd\u10d1\u10d0\u10d6\u10d4\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8. IBM-\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d5\u10da\u10d0 watsonx-\u10d6\u10d4 \u10d9\u10d8 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db \u10eb\u10d5\u10d4\u10da\u10d8, \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10d6\u10d4 \u10dd\u10e0\u10d8\u10d4\u10dc\u10e2\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d8\u10d3\u10d2\u10dd\u10db\u10d4\u10d1\u10d8 \u10d0\u10e0\u10d0\u10e1\u10d0\u10d9\u10db\u10d0\u10e0\u10d8\u10e1\u10d8\u10d0 \u10d3\u10d0 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d8\u10e1 \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e3\u10e4\u10e0\u10dd \u10e4\u10d0\u10e0\u10d7\u10dd, \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d0\u10d0 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd.<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u10d3\u10d0\u10e1\u10d9\u10d5\u10dc\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10db\u10dd\u10db\u10d0\u10d5\u10da\u10dd \u10de\u10d4\u10e0\u10e1\u10de\u10d4\u10e5\u10e2\u10d8\u10d5\u10d4\u10d1\u10d8<\/strong><\/h2>\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0, \u10db\u10d8\u10e1\u10d8 \u10d9\u10dd\u10dc\u10ea\u10d4\u10de\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10d3\u10d0\u10ec\u10e7\u10d4\u10d1\u10e3\u10da\u10d8 \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d0\u10db\u10d3\u10d4, \u10d8\u10e7\u10dd \u10ea\u10d8\u10d9\u10da\u10e3\u10e0\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d3\u10d4\u10d1\u10d0 \u10d0\u10e6\u10db\u10d0\u10e1\u10d5\u10da\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10ea\u10d4\u10db\u10d8\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d4\u10d1\u10d8\u10d7, \u10d4.\u10ec. \u201eAI \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7\u201c. \u10d0\u10d3\u10e0\u10d4\u10e3\u10da \u10d4\u10e2\u10d0\u10de\u10d6\u10d4, 1950-60-\u10d8\u10d0\u10dc \u10ec\u10da\u10d4\u10d1\u10e8\u10d8, \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10db\u10d8 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10e7\u10dd \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI-\u10d8\u10e1 \u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10d0\u10da\u10d6\u10d4, \u10d7\u10e3\u10db\u10ea\u10d0 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10db\u10d0 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10db\u10d0 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4\u10db \u10d3\u10d0 \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10e3\u10e5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0\u10db 1970-\u10d8\u10d0\u10dc\u10d8 \u10d3\u10d0 1980-\u10d8\u10d0\u10dc\u10d8 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10d6\u10d0\u10db\u10d7\u10e0\u10d4\u10d1\u10d8 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10d0.<\/p>\n<p>\u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI-\u10d8\u10e1 \u10d0\u10e6\u10db\u10d0\u10e1\u10d5\u10da\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d3\u10d0\u10d0\u10ee\u10da\u10dd\u10d4\u10d1\u10d8\u10d7 2012 \u10ec\u10d4\u10da\u10e1 \u10d3\u10d0\u10d8\u10ec\u10e7\u10dd, \u10d2\u10d0\u10dc\u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e1\u10d0\u10db\u10d8 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10e4\u10d0\u10e5\u10e2\u10dd\u10e0\u10d8\u10e1 \u10e1\u10d8\u10dc\u10d4\u10e0\u10d2\u10d8\u10d8\u10d7, \u10e0\u10d0\u10ea \u10ec\u10d0\u10e0\u10e1\u10e3\u10da\u10e8\u10d8 \u10d0\u10e0 \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10d3\u10d0:<\/p>\n<ol class=\"wp-block-list\">\n<li><strong>\u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0:<\/strong>\u00a0\u10d8\u10dc\u10e2\u10d4\u10e0\u10dc\u10d4\u10e2\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d8\u10d3\u10d0\u10dc \u10db\u10dd\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10e3\u10d6\u10d0\u10e0\u10db\u10d0\u10d6\u10d0\u10e0\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10d1\u10d0\u10d6\u10d4\u10d1\u10d8 AI-\u10d8\u10e1 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d0\u10e3\u10ea\u10d8\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u201e\u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u201c \u10d2\u10d0\u10ee\u10d3\u10d0.<\/li>\n<li><strong>\u10db\u10d0\u10e1\u10d8\u10e3\u10e0\u10d8 \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d8\u10d7\u10d8 \u10e1\u10d8\u10db\u10eb\u10da\u10d0\u10d5\u10e0\u10d4:<\/strong>\u00a0\u10d2\u10e0\u10d0\u10e4\u10d8\u10d9\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10dd\u10e0\u10d8\u10e1 \u10d4\u10e0\u10d7\u10d4\u10e3\u10da\u10d4\u10d1\u10d8 (GPU), \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10ea \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3 \u10d2\u10e0\u10d0\u10e4\u10d8\u10d9\u10d8\u10e1 \u10e0\u10d4\u10dc\u10d3\u10d4\u10e0\u10d8\u10dc\u10d2\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d8\u10e7\u10dd \u10d2\u10d0\u10dc\u10d9\u10e3\u10d7\u10d5\u10dc\u10d8\u10da\u10d8, \u10d2\u10d0\u10ee\u10d3\u10d0 \u10d8\u10d3\u10d4\u10d0\u10da\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e1\u10e2\u10e0\u10e3\u10db\u10d4\u10dc\u10e2\u10d8 \u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10da\u10d4\u10da\u10e3\u10e0\u10d8 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e3\u10dc\u10d0\u10e0\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd.<\/li>\n<li><strong>\u10d3\u10d0\u10ee\u10d5\u10d4\u10ec\u10d8\u10da\u10d8 \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d4\u10d1\u10d8:<\/strong>\u00a0\u10e6\u10e0\u10db\u10d0 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e2\u10e0\u10d0\u10dc\u10e1\u10e4\u10dd\u10e0\u10db\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e0\u10e5\u10d8\u10e2\u10d4\u10e5\u10e2\u10e3\u10e0\u10d4\u10d1\u10db\u10d0 AI-\u10e1 \u10db\u10d8\u10e1\u10ea\u10d0 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0, \u10d2\u10d0\u10d3\u10d0\u10d4\u10ed\u10e0\u10d0 \u10e0\u10d7\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 \u10d2\u10d0\u10db\u10dd\u10e1\u10d0\u10ee\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10ea\u10dc\u10dd\u10d1\u10d0 \u10d3\u10d0 \u10d1\u10e3\u10dc\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d4\u10dc\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0, \u10e0\u10d0\u10e1\u10d0\u10ea \u10e1\u10d8\u10db\u10d1\u10dd\u10da\u10e3\u10e0\u10d8 AI \u10d5\u10d4\u10e0 \u10e3\u10db\u10d9\u10da\u10d0\u10d5\u10d3\u10d4\u10d1\u10dd\u10d3\u10d0.<\/li>\n<\/ol>\n<p>\u10d9\u10dd\u10e0\u10de\u10dd\u10e0\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d0 AI-\u10d8\u10e1 \u10db\u10d8\u10db\u10d0\u10e0\u10d7 \u10d4\u10e2\u10d0\u10de\u10dd\u10d1\u10e0\u10d8\u10d5\u10d0\u10d3 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d3\u10d0. \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d0\u10d3, IBM-\u10d8\u10e1 Deep Blue-\u10d8\u10e1\u10d0 \u10d3\u10d0 Watson-\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10de\u10e0\u10dd\u10d4\u10e5\u10e2\u10d4\u10d1\u10d8 \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10e0\u10d4\u10e1\u10d8\u10e1 \u10db\u10dd\u10d6\u10d8\u10d3\u10d5\u10d0\u10e1 \u10d4\u10db\u10e1\u10d0\u10ee\u10e3\u10e0\u10d4\u10d1\u10dd\u10d3\u10d0, \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d9\u10d8 AI \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d0\u10ed\u10e0\u10d4\u10da\u10d8 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10d8\u10dc\u10e1\u10e2\u10e0\u10e3\u10db\u10d4\u10dc\u10e2\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d0. \u10d3\u10e6\u10d4\u10e1 \u10d9\u10d8, \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 AI-\u10d8\u10e1 \u10d4\u10de\u10dd\u10e5\u10d0\u10e8\u10d8, \u10db\u10e1\u10ee\u10d5\u10d8\u10da\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10ea\u10d0\u10d0 Microsoft, Google \u10d3\u10d0 IBM, AI-\u10e1 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10d0\u10d5\u10d4\u10dc, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d0\u10ee\u10d0\u10da \u10e4\u10e3\u10dc\u10d3\u10d0\u10db\u10d4\u10dc\u10e2\u10e3\u10e0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0\u10e1, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea IV \u10d8\u10dc\u10d3\u10e3\u10e1\u10e2\u10e0\u10d8\u10e3\u10da\u10d8 \u10e0\u10d4\u10d5\u10dd\u10da\u10e3\u10ea\u10d8\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d8\u10d0. \u10db\u10d0\u10d7\u10d8 \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d5\u10d8\u10d3\u10d0 \u10d9\u10d4\u10e0\u10eb\u10dd \u10de\u10e0\u10dd\u10d4\u10e5\u10e2\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc AI-\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10e4\u10d0\u10e0\u10d7\u10dd \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10d6\u10d4, \u10e0\u10d0\u10ea \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10dc\u10d0\u10e0\u10d8\u10d0\u10dc\u10dd\u10d1\u10d8\u10e1 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10ec\u10e7\u10d0\u10e0\u10dd\u10d0.<\/p>\n<p>AI-\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e2\u10d4\u10db\u10de\u10d8 \u10d3\u10e6\u10d4\u10e1 \u10d8\u10db\u10d3\u10d4\u10dc\u10d0\u10d3 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d8\u10d0, \u10e0\u10dd\u10db \u10d7\u10d8\u10d7\u10e5\u10db\u10d8\u10e1 \u10e7\u10dd\u10d5\u10d4\u10da\u10d9\u10d5\u10d8\u10e0\u10d4\u10e3\u10da\u10d0\u10d3 \u10e9\u10dc\u10d3\u10d4\u10d1\u10d0 \u10d0\u10ee\u10d0\u10da\u10d8 \u10db\u10dd\u10d3\u10d4\u10da\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8. \u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10da\u10d4\u10da\u10e3\u10e0\u10d0\u10d3, \u10e9\u10dc\u10d3\u10d4\u10d1\u10d0 \u10d0\u10ee\u10d0\u10da\u10d8 \u10d2\u10d0\u10db\u10dd\u10ec\u10d5\u10d4\u10d5\u10d4\u10d1\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10db\u10d0\u10e0\u10d4\u10d2\u10e3\u10da\u10d8\u10e0\u10d4\u10d1\u10d4\u10da\u10d8 \u10dd\u10e0\u10d2\u10d0\u10dc\u10dd\u10d4\u10d1\u10d8 \u10e3\u10dc\u10d3\u10d0 \u10d3\u10d0\u10e3\u10de\u10d8\u10e0\u10d8\u10e1\u10de\u10d8\u10e0\u10d3\u10dc\u10d4\u10dc. \u10db\u10d0\u10d7 \u10e8\u10dd\u10e0\u10d8\u10e1 \u10d0\u10e0\u10d8\u10e1 AI-\u10d8\u10e1 \u10d4\u10d7\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10e1, \u10de\u10d4\u10e0\u10e1\u10dd\u10dc\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10ea\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d9\u10d8\u10d1\u10d4\u10e0\u10e3\u10e1\u10d0\u10e4\u10e0\u10d7\u10ee\u10dd\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d9\u10d8\u10d7\u10ee\u10d4\u10d1\u10d8, \u10e0\u10d0\u10e1\u10d0\u10ea \u10d3\u10e6\u10d4\u10e1 IBM-\u10d8\u10e1 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8 \u10d0\u10e5\u10e2\u10d8\u10e3\u10e0\u10d0\u10d3 \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d4\u10dc. \u10db\u10dd\u10db\u10d0\u10d5\u10d0\u10da\u10e8\u10d8 \u10e1\u10d0\u10d5\u10d0\u10e0\u10d0\u10e3\u10d3\u10dd\u10d3 \u10d2\u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10d3\u10d4\u10d1\u10d0 \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10d8\u10ea\u10d8\u10d4\u10d1\u10d8 AI-\u10d8\u10e1 \u10d0\u10d2\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d0\u10e8\u10d8, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10d0\u10d5\u10e2\u10dd\u10dc\u10dd\u10db\u10d8\u10e3\u10e0\u10d0\u10d3 \u10e8\u10d4\u10d0\u10e1\u10e0\u10e3\u10da\u10dd\u10dc \u10e0\u10d7\u10e3\u10da\u10d8 \u10d3\u10d0\u10d5\u10d0\u10da\u10d4\u10d1\u10d4\u10d1\u10d8, \u10d3\u10d0 \u10d2\u10d0\u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0 \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10ea\u10d8\u10d0 \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10e3\u10e0 \u10da\u10d8\u10d3\u10d4\u10e0\u10d4\u10d1\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1. AI-\u10d8\u10e1 \u10d4\u10e1 \u10e2\u10e0\u10d0\u10d4\u10e5\u10e2\u10dd\u10e0\u10d8\u10d0 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10e1, \u10e0\u10dd\u10db \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0 \u10d0\u10e6\u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d9\u10d5\u10da\u10d4\u10d5\u10d8\u10d7\u10d8 \u10d7\u10d4\u10db\u10d0, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d0\u10e0\u10d8\u10e1 \u10d2\u10da\u10dd\u10d1\u10d0\u10da\u10e3\u10e0\u10d8 \u10eb\u10d0\u10da\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10e0\u10d0\u10d3\u10d8\u10d9\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10ea\u10d5\u10da\u10d8\u10e1 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10e1, \u10e1\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10dd\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10d4\u10d9\u10dd\u10dc\u10dd\u10db\u10d8\u10d9\u10d0\u10e1.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u10e8\u10d4\u10e1\u10d0\u10d5\u10d0\u10da\u10d8: \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d2\u10d6\u10d0 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8 (AI), \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10db\u10d4\u10ea\u10dc\u10d8\u10d4\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e0\u10d2\u10d8, \u10db\u10d8\u10d6\u10dc\u10d0\u10d3 \u10d8\u10e1\u10d0\u10ee\u10d0\u10d5\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d8 \u10d9\u10dd\u10db\u10de\u10d8\u10e3\u10e2\u10d4\u10e0\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0\u10e1, \u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10e1\u10d0\u10ea \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10ee\u10d0\u10e1\u10d8\u10d0\u10d7\u10d4\u10d1\u10d4\u10da\u10d8 \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7. \u10d4\u10e1 \u10db\u10dd\u10d8\u10ea\u10d0\u10d5\u10e1 \u10da\u10dd\u10d2\u10d8\u10d9\u10e3\u10e0 \u10d0\u10d6\u10e0\u10dd\u10d5\u10dc\u10d4\u10d1\u10d0\u10e1, \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ed\u10e0\u10d0\u10e1, \u10e1\u10ec\u10d0\u10d5\u10da\u10d0\u10e1, \u10d3\u10d0\u10e1\u10d9\u10d5\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e2\u10d0\u10dc\u10d0\u10e1 \u10d3\u10d0 \u10d0\u10ee\u10d0\u10da \u10e1\u10d8\u10e2\u10e3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d7\u10d0\u10dc \u10d0\u10d3\u10d0\u10de\u10e2\u10d0\u10ea\u10d8\u10d0\u10e1. \u10db\u10d8\u10e3\u10ee\u10d4\u10d3\u10d0\u10d5\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0, \u10e0\u10dd\u10db \u10d1\u10dd\u10da\u10dd \u10ec\u10da\u10d4\u10d1\u10e8\u10d8 AI-\u10d8\u10e1 \u10d7\u10d4\u10db\u10d0 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10de\u10dd\u10de\u10e3\u10da\u10d0\u10e0\u10e3\u10da\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d0, \u10db\u10d8\u10e1\u10d8 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10d0\u10d7\u10d4\u10e3\u10da\u10d8 \u10ec\u10da\u10d8\u10d7, \u10d9\u10d4\u10e0\u10eb\u10dd\u10d3 \u10d9\u10d8, 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