"ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ"-ны өөр хувилбарууд
Layout
(Edit) |
(Layout) |
||
| 10-р мөр: | 10-р мөр: | ||
ᠪᠠᠶ᠋ᠢᠭᠠᠯᠢ ᠢᠢᠨ ᠣᠶᠤᠨ ᠬᠦᠮᠦᠨ ᠬᠢᠭᠡᠳ ᠪᠤᠰᠤᠳ ᠠᠮᠢᠲᠠᠳ ᠲᠤ ᠢᠯᠡᠷᠡᠳᠡᠭ ᠪᠣᠯ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠨᠢ ᠮᠠᠱᠢᠨ ᠨᠤᠭᠤᠳ ᠤᠨ ᠠᠵᠢᠯᠯᠠᠭᠠᠨ ᠳᠤ ᠲᠤᠰᠬᠠᠯ ᠢᠢᠨ ᠣᠯᠳᠠᠭ᠃ | ᠪᠠᠶ᠋ᠢᠭᠠᠯᠢ ᠢᠢᠨ ᠣᠶᠤᠨ ᠬᠦᠮᠦᠨ ᠬᠢᠭᠡᠳ ᠪᠤᠰᠤᠳ ᠠᠮᠢᠲᠠᠳ ᠲᠤ ᠢᠯᠡᠷᠡᠳᠡᠭ ᠪᠣᠯ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠨᠢ ᠮᠠᠱᠢᠨ ᠨᠤᠭᠤᠳ ᠤᠨ ᠠᠵᠢᠯᠯᠠᠭᠠᠨ ᠳᠤ ᠲᠤᠰᠬᠠᠯ ᠢᠢᠨ ᠣᠯᠳᠠᠭ᠃ | ||
<br><br> | |||
__TOC__ | |||
<br> | |||
== ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠤᠷᠢᠳᠠᠴᠢ ᠨᠥᠬᠦᠴᠡᠯ == | == ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠤᠷᠢᠳᠠᠴᠢ ᠨᠥᠬᠦᠴᠡᠯ == | ||
'''ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠨ ᠪᠣᠳᠣᠬᠤ ᠬᠦᠴᠦᠨ ᠴᠢᠳᠠᠯ ᠡᠷᠡᠰ ᠨᠡᠮᠡᠭᠳᠡᠭᠰᠡᠨ᠃''' | '''ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠨ ᠪᠣᠳᠣᠬᠤ ᠬᠦᠴᠦᠨ ᠴᠢᠳᠠᠯ ᠡᠷᠡᠰ ᠨᠡᠮᠡᠭᠳᠡᠭᠰᠡᠨ᠃'''<br> | ||
ᠲᠧᠻᠨᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠶᠢᠷᠲᠢᠨᠴᠦ ᠳᠦ ᠻᠣᠮᠫᠠᠨᠢ ᠨᠤᠭᠤᠳ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠫᠷᠣᠭ᠌ᠷᠠᠮ ᠬᠠᠩᠭᠠᠮᠵᠢ ᠶᠢᠨ ᠬᠥᠭᠵᠢᠯ ᠦᠨ ᠬᠤᠷᠳᠤᠴᠠ ᠲᠠᠢ ᠨᠡᠶ᠋ᠢᠴᠡᠭᠰᠡᠨ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ ᠤᠨ ᠵᠠᠭᠪᠤᠷ ᠪᠦᠲᠦᠭᠡᠬᠦ ᠪᠡᠷ ᠰᠢᠷᠭᠠᠭᠤ ᠠᠵᠢᠯᠯᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ Google ᠻᠣᠮᠫᠠᠨᠢ GPU (ᠭᠷᠠᠹᠢᠻ<sup>graphic</sup> ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠨᠢᠭᠡᠴᠡ) ᠍ ᠡᠴᠡ 15 ᠳᠠᠬᠢᠨ ᠬᠤᠷᠳᠤᠨ ᠭᠡᠭᠳᠡᠬᠦ TPU (tensor ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠨᠢᠭᠡᠴᠡ) ᠢ ᠭᠠᠷᠭᠠᠯᠠ᠃ | ᠲᠧᠻᠨᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠶᠢᠷᠲᠢᠨᠴᠦ ᠳᠦ ᠻᠣᠮᠫᠠᠨᠢ ᠨᠤᠭᠤᠳ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠫᠷᠣᠭ᠌ᠷᠠᠮ ᠬᠠᠩᠭᠠᠮᠵᠢ ᠶᠢᠨ ᠬᠥᠭᠵᠢᠯ ᠦᠨ ᠬᠤᠷᠳᠤᠴᠠ ᠲᠠᠢ ᠨᠡᠶ᠋ᠢᠴᠡᠭᠰᠡᠨ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ ᠤᠨ ᠵᠠᠭᠪᠤᠷ ᠪᠦᠲᠦᠭᠡᠬᠦ ᠪᠡᠷ ᠰᠢᠷᠭᠠᠭᠤ ᠠᠵᠢᠯᠯᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ Google ᠻᠣᠮᠫᠠᠨᠢ GPU (ᠭᠷᠠᠹᠢᠻ<sup>graphic</sup> ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠨᠢᠭᠡᠴᠡ) ᠍ ᠡᠴᠡ 15 ᠳᠠᠬᠢᠨ ᠬᠤᠷᠳᠤᠨ ᠭᠡᠭᠳᠡᠬᠦ TPU (tensor ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠨᠢᠭᠡᠴᠡ) ᠢ ᠭᠠᠷᠭᠠᠯᠠ᠃ | ||
IBM ᠻᠣᠮᠫᠠᠨᠢ Watson ᠬᠡᠮᠡᠬᠦ ᠰᠦᠫᠧᠷᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠢᠢᠡᠨ<sup>supercomputer</sup> ᠳᠡᠮᠵᠢᠬᠦ ᠻᠸᠠᠨ᠍ᠲ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠬᠤ ᠰᠢᠰᠲ᠋ᠧᠮ ᠬᠥᠭᠵᠢᠭᠦᠯᠦᠨ ᠠᠵᠢᠯᠯᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠮᠥᠨ ᠡᠭᠦᠯᠡᠨ ᠬᠠᠳᠠᠭᠠᠯᠠᠬᠤ ᠰᠠᠩ ᠬᠥᠭᠵᠢᠵᠦ᠂ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠦᠨ ᠬᠦᠴᠦ ᠴᠢᠳᠠᠯ ᠡᠷᠡᠰ ᠨᠡᠮᠡᠭᠳᠡᠭᠰᠡᠨ᠃ ᠡᠳᠡᠭᠡᠷ ᠤᠬᠠᠭᠠᠯᠢᠭ ᠲᠥᠬᠥᠭᠡᠷᠦᠮᠵᠢ ᠪᠣᠯᠤᠨ ᠫᠷᠣᠭ᠌ᠷᠠᠮ ᠤᠳ ᠡᠭᠦᠯᠡᠨ ᠳᠦ ᠬᠣᠯᠪᠣᠭᠳᠣᠰᠣᠨ ᠢᠢᠠᠷ ᠨᠡᠩ ᠶᠡᠬᠡ ᠬᠡᠮᠵᠢᠶᠡᠨ ᠦ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠬᠠᠳᠠᠭᠠᠯᠠᠬᠤ ᠶᠢᠨ ᠵᠡᠷᠭᠡᠴᠡᠭᠡ ᠬᠠᠷᠢᠯᠴᠠᠨ ᠬᠣᠯᠪᠣᠭᠳᠠᠵᠤ᠂ ᠬᠠᠷᠢᠯᠴᠠᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠪᠣᠯᠤᠮᠵᠢ ᠪᠥᠷᠢᠳᠴᠦ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ | IBM ᠻᠣᠮᠫᠠᠨᠢ Watson ᠬᠡᠮᠡᠬᠦ ᠰᠦᠫᠧᠷᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠢᠢᠡᠨ<sup>supercomputer</sup> ᠳᠡᠮᠵᠢᠬᠦ ᠻᠸᠠᠨ᠍ᠲ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠬᠤ ᠰᠢᠰᠲ᠋ᠧᠮ ᠬᠥᠭᠵᠢᠭᠦᠯᠦᠨ ᠠᠵᠢᠯᠯᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠮᠥᠨ ᠡᠭᠦᠯᠡᠨ ᠬᠠᠳᠠᠭᠠᠯᠠᠬᠤ ᠰᠠᠩ ᠬᠥᠭᠵᠢᠵᠦ᠂ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠦᠨ ᠬᠦᠴᠦ ᠴᠢᠳᠠᠯ ᠡᠷᠡᠰ ᠨᠡᠮᠡᠭᠳᠡᠭᠰᠡᠨ᠃ ᠡᠳᠡᠭᠡᠷ ᠤᠬᠠᠭᠠᠯᠢᠭ ᠲᠥᠬᠥᠭᠡᠷᠦᠮᠵᠢ ᠪᠣᠯᠤᠨ ᠫᠷᠣᠭ᠌ᠷᠠᠮ ᠤᠳ ᠡᠭᠦᠯᠡᠨ ᠳᠦ ᠬᠣᠯᠪᠣᠭᠳᠣᠰᠣᠨ ᠢᠢᠠᠷ ᠨᠡᠩ ᠶᠡᠬᠡ ᠬᠡᠮᠵᠢᠶᠡᠨ ᠦ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠬᠠᠳᠠᠭᠠᠯᠠᠬᠤ ᠶᠢᠨ ᠵᠡᠷᠭᠡᠴᠡᠭᠡ ᠬᠠᠷᠢᠯᠴᠠᠨ ᠬᠣᠯᠪᠣᠭᠳᠠᠵᠤ᠂ ᠬᠠᠷᠢᠯᠴᠠᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠪᠣᠯᠤᠮᠵᠢ ᠪᠥᠷᠢᠳᠴᠦ ᠪᠠᠶ᠋ᠢᠨᠠ᠃<br> | ||
'''ᠲᠣᠭᠠᠨ (digital) ᠥᠭᠭᠥᠭᠳᠡᠯ ᠡᠻᠰᠫᠣᠨᠧᠨᠼᠢᠶᠠᠯ'''<sup>exponential</sup> '''ᠬᠤᠷᠳᠤ ᠪᠠᠷ ᠥᠷᠭᠡᠵᠢᠵᠦ ᠪᠠᠶ᠋ᠢᠨᠠ᠃''' | '''ᠲᠣᠭᠠᠨ (digital) ᠥᠭᠭᠥᠭᠳᠡᠯ ᠡᠻᠰᠫᠣᠨᠧᠨᠼᠢᠶᠠᠯ'''<sup>exponential</sup> '''ᠬᠤᠷᠳᠤ ᠪᠠᠷ ᠥᠷᠭᠡᠵᠢᠵᠦ ᠪᠠᠶ᠋ᠢᠨᠠ᠃''' | ||
<br> | |||
ᠡᠨᠡ ᠪᠣᠯ [[ᠶᠡᠬᠡ ᠥᠭᠭᠦᠭᠳᠡᠯ]] ᠶᠤᠮ᠃ ᠡᠳᠦᠷ ᠪᠦᠷᠢ ᠰᠢᠨᠡ ᠠᠫᠫᠯᠢᠻᠧᠢᠢᠱᠨ<sup>application</sup>᠂ ᠫᠷᠣᠼᠧᠰᠰ ᠤᠳ<sup>process</sup> ᠪᠤᠢ ᠪᠣᠯᠵᠤ ᠪᠠᠶ᠋ᠢᠭᠠ ᠲᠠᠢ ᠤᠶᠠᠯᠳᠤᠨ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠳᠠᠮᠵᠢᠭᠤᠯᠬᠤ ᠮᠡᠳᠡᠷᠡᠭᠴᠢ᠂ ᠰᠢᠰᠲ᠋ᠧᠮ᠂ ᠲᠥᠬᠥᠭᠡᠷᠦᠮᠵᠢ ᠤᠯᠠᠮ ᠪᠦᠷ ᠣᠯᠠᠨ ᠪᠣᠯᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠡᠨᠡᠬᠦ ᠶᠡᠬᠡ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠦᠨ ᠶᠡᠬᠡᠩᠬᠢ ᠨᠢ ᠭᠡᠷᠡᠯ ᠵᠢᠷᠤᠭ ᠪᠦᠷᠢᠳᠦᠭᠦᠯᠦᠭᠴᠢ ᠲᠣᠭᠠᠨ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠭᠡᠬᠦᠴᠢᠯᠡᠨ ᠪᠦᠲᠦᠴᠡ ᠦᠭᠡᠢ ᠬᠡᠯᠪᠡᠷᠢ ᠪᠡᠷ ᠪᠠᠶ᠋ᠢᠳᠠᠭ ᠠᠭᠠᠳ ᠴᠡᠭᠴᠡᠯᠡᠬᠦ᠂ ᠳ᠋ᠦᠩ ᠰᠢᠨᠵᠢᠯᠡᠭᠡ ᠬᠢᠬᠦ ᠳᠦ ᠨᠡᠩ ᠶᠠᠷᠪᠢᠭᠲᠠᠢ ᠪᠠᠶ᠋ᠢᠳᠠᠭ᠃ | |||
'''ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠲᠡᠭᠦᠯᠳᠡᠷᠵᠢᠭᠰᠡᠨ᠃'''<br> | |||
'''ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠲᠡᠭᠦᠯᠳᠡᠷᠵᠢᠭᠰᠡᠨ᠃''' | ᠤᠷᠢᠳᠤ ᠡᠮᠦᠨᠡ ᠰᠠᠭᠤᠷᠢ ᠲᠦᠪᠰᠢᠨ ᠦ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠨᠢ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠲᠦ ᠬᠢᠬᠦ ᠦᠢᠯᠡᠳᠦᠯ ᠲᠤᠰ ᠪᠦᠷᠢ ᠶᠢ ᠠᠯᠬᠤᠮ ᠠᠯᠬᠤᠮ ᠢᠢᠠᠷ ᠵᠢᠭᠠᠵᠤ ᠥᠭᠳᠡᠭ ᠪᠠᠶ᠋ᠢᠪᠠ᠃ ᠡᠳᠦᠭᠡ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠮᠠᠰᠢ ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠩᠭᠤᠢ ᠪᠣᠯᠵᠤ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠪᠡᠶᠡ ᠳᠠᠭᠠᠭᠠᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠪᠣᠯᠤᠮᠵᠢ ᠶᠢ ᠪᠦᠷᠢᠳᠦᠭᠦᠯᠦᠭᠰᠡᠨ᠃ ᠡᠮᠦᠨᠡ ᠨᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠪᠦᠲᠦᠭᠡᠬᠦ ᠪᠠᠶ᠋ᠢᠲᠤᠭᠠᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠳᠤ ᠬᠡᠷᠡᠭᠯᠡᠭᠳᠡᠬᠦ ᠬᠠᠩᠭᠠᠯᠲᠠ ᠲᠠᠢ ᠬᠡᠮᠵᠢᠶᠡᠨ ᠦ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠪᠠᠶ᠋ᠢᠭᠠᠳᠦᠢ᠃<ref>The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World). 2017/12/15. <nowiki>https://blog.cloudfactory.com/3-forces-brought-ai-to-life</nowiki></ref> | ||
ᠤᠷᠢᠳᠤ ᠡᠮᠦᠨᠡ ᠰᠠᠭᠤᠷᠢ ᠲᠦᠪᠰᠢᠨ ᠦ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠨᠢ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠲᠦ ᠬᠢᠬᠦ ᠦᠢᠯᠡᠳᠦᠯ ᠲᠤᠰ ᠪᠦᠷᠢ ᠶᠢ ᠠᠯᠬᠤᠮ ᠠᠯᠬᠤᠮ ᠢᠢᠠᠷ ᠵᠢᠭᠠᠵᠤ ᠥᠭᠳᠡᠭ ᠪᠠᠶ᠋ᠢᠪᠠ᠃ ᠡᠳᠦᠭᠡ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠮᠠᠰᠢ ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠩᠭᠤᠢ ᠪᠣᠯᠵᠤ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠻᠣᠮᠫᠢᠶᠦ᠋ᠲ᠋ᠧᠷ ᠪᠡᠶᠡ ᠳᠠᠭᠠᠭᠠᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠪᠣᠯᠤᠮᠵᠢ ᠶᠢ ᠪᠦᠷᠢᠳᠦᠭᠦᠯᠦᠭᠰᠡᠨ᠃ ᠡᠮᠦᠨᠡ ᠨᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠪᠦᠲᠦᠭᠡᠬᠦ ᠪᠠᠶ᠋ᠢᠲᠤᠭᠠᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠳᠤ ᠬᠡᠷᠡᠭᠯᠡᠭᠳᠡᠬᠦ ᠬᠠᠩᠭᠠᠯᠲᠠ ᠲᠠᠢ ᠬᠡᠮᠵᠢᠶᠡᠨ ᠦ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠪᠠᠶ᠋ᠢᠭᠠᠳᠦᠢ᠃<ref>The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World). 2017/12/15. | |||
ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠶᠢᠨ ᠠᠬᠢᠴᠠ ᠳᠡᠪᠰᠢᠯ ᠲᠧᠻᠨᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠰᠠᠯᠪᠤᠷᠢ ᠪᠦᠷᠢ ᠳᠦ ᠫᠠᠷᠠᠳ᠋ᠢᠭ᠌ᠮ ᠤᠨ ᠰᠢᠯᠵᠢᠯᠲᠡ ᠠᠪᠴᠢᠷᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃<ref name=":3" /> | ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠶᠢᠨ ᠠᠬᠢᠴᠠ ᠳᠡᠪᠰᠢᠯ ᠲᠧᠻᠨᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠰᠠᠯᠪᠤᠷᠢ ᠪᠦᠷᠢ ᠳᠦ ᠫᠠᠷᠠᠳ᠋ᠢᠭ᠌ᠮ ᠤᠨ ᠰᠢᠯᠵᠢᠯᠲᠡ ᠠᠪᠴᠢᠷᠠᠵᠤ ᠪᠠᠶ᠋ᠢᠨᠠ᠃<ref name=":3" /><br> | ||
'''ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ''' (machine learning) ᠨᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠠᠷᠭᠠ ᠤᠳ ᠤᠨ ᠨᠢᠭᠡᠨ ᠠᠢ ᠶᠤᠮ᠃ ᠡᠨᠡ ᠠᠷᠭᠠ ᠨᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠭᠤᠳ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ᠂ ᠪᠣᠳᠣᠯᠭᠠ ᠶᠢ ᠰᠢᠭᠤᠳ ᠪᠣᠳᠣᠬᠤ ᠪᠢᠰᠢ᠂ ᠬᠠᠷᠢᠨ ᠲᠥᠰᠲᠡᠢ ᠣᠯᠠᠨ ᠪᠣᠳᠣᠯᠭᠠ᠂ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠤᠨ ᠰᠢᠢᠳᠦᠯ ᠦᠳ ᠢ ᠲᠦᠰᠢᠭᠯᠡᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠳᠤ ᠣᠷᠣᠰᠢᠨᠠ᠃ ᠡᠶ᠋ᠢᠮᠦ ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ ᠢ ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠳᠤ ᠪᠠᠨ ᠮᠠᠲ᠋ᠾᠧᠮᠠᠲ᠋ᠢᠻ ᠰᠲ᠋ᠠᠲ᠋ᠢᠰᠲ᠋ᠢᠻ ᠤᠨ<sup>statistics</sup> ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠲᠣᠭᠠᠨ ᠤ ᠪᠣᠯᠤᠨ ᠮᠠᠲ᠋ᠾᠧᠮᠠᠲ᠋ᠢᠻ ᠠᠨᠠᠯᠢᠽ ᠶᠢᠨ<sup>analysis</sup> ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠣᠨᠣᠪᠴᠢᠯᠠᠯ ᠤᠨ ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠮᠠᠭᠠᠳᠯᠠᠯ ᠤᠨ ᠣᠨᠣᠯ᠂ ᠭᠷᠠᠹ ᠤᠳ ᠤᠨ ᠣᠨᠣᠯ᠂ ᠲᠣᠭᠠᠨ (digital) ᠬᠡᠯᠪᠡᠷᠢ ᠲᠡᠢ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠲᠡᠢ ᠠᠵᠢᠯᠯᠠᠬᠤ ᠶᠠᠩᠵᠤ ᠪᠦᠷᠢ ᠶᠢᠨ ᠠᠷᠭᠠᠴᠢᠯᠠᠯ ᠢ ᠠᠰᠢᠭᠯᠠᠳᠠᠭ᠃ | '''ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ''' (machine learning) ᠨᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠤ ᠠᠷᠭᠠ ᠤᠳ ᠤᠨ ᠨᠢᠭᠡᠨ ᠠᠢ ᠶᠤᠮ᠃ ᠡᠨᠡ ᠠᠷᠭᠠ ᠨᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠭᠤᠳ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ᠂ ᠪᠣᠳᠣᠯᠭᠠ ᠶᠢ ᠰᠢᠭᠤᠳ ᠪᠣᠳᠣᠬᠤ ᠪᠢᠰᠢ᠂ ᠬᠠᠷᠢᠨ ᠲᠥᠰᠲᠡᠢ ᠣᠯᠠᠨ ᠪᠣᠳᠣᠯᠭᠠ᠂ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠤᠨ ᠰᠢᠢᠳᠦᠯ ᠦᠳ ᠢ ᠲᠦᠰᠢᠭᠯᠡᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠳᠤ ᠣᠷᠣᠰᠢᠨᠠ᠃ ᠡᠶ᠋ᠢᠮᠦ ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ ᠢ ᠪᠣᠯᠪᠠᠰᠤᠷᠠᠭᠤᠯᠬᠤ ᠳᠤ ᠪᠠᠨ ᠮᠠᠲ᠋ᠾᠧᠮᠠᠲ᠋ᠢᠻ ᠰᠲ᠋ᠠᠲ᠋ᠢᠰᠲ᠋ᠢᠻ ᠤᠨ<sup>statistics</sup> ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠲᠣᠭᠠᠨ ᠤ ᠪᠣᠯᠤᠨ ᠮᠠᠲ᠋ᠾᠧᠮᠠᠲ᠋ᠢᠻ ᠠᠨᠠᠯᠢᠽ ᠶᠢᠨ<sup>analysis</sup> ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠣᠨᠣᠪᠴᠢᠯᠠᠯ ᠤᠨ ᠠᠷᠭᠠ ᠨᠤᠭᠤᠳ᠂ ᠮᠠᠭᠠᠳᠯᠠᠯ ᠤᠨ ᠣᠨᠣᠯ᠂ ᠭᠷᠠᠹ ᠤᠳ ᠤᠨ ᠣᠨᠣᠯ᠂ ᠲᠣᠭᠠᠨ (digital) ᠬᠡᠯᠪᠡᠷᠢ ᠲᠡᠢ ᠥᠭᠭᠥᠭᠳᠡᠯ ᠲᠡᠢ ᠠᠵᠢᠯᠯᠠᠬᠤ ᠶᠠᠩᠵᠤ ᠪᠦᠷᠢ ᠶᠢᠨ ᠠᠷᠭᠠᠴᠢᠯᠠᠯ ᠢ ᠠᠰᠢᠭᠯᠠᠳᠠᠭ᠃<br> | ||
'''ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ''' (deep learning) ᠨᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠶᠢᠨ ᠠᠷᠭᠠ ᠤᠳ ᠤᠨ ᠴᠣᠭᠴᠠ ᠪᠥᠭᠡᠳ ᠲᠣᠳᠣᠷᠬᠠᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠲᠤ ᠪᠤᠰᠤ ᠬᠠᠷᠢᠨ ᠲᠥᠯᠦᠭᠡᠯᠡᠭᠦᠯᠦᠨ ᠲᠥᠰᠥᠭᠡᠯᠡᠬᠦ ᠳᠦ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠳᠤ ᠲᠦᠰᠢᠭᠯᠡᠳᠡᠭ᠃ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠶᠠᠪᠤᠴᠠ ᠨᠢ ᠪᠠᠭᠰᠢ ᠲᠠᠢ᠂ ᠵᠠᠷᠢᠮ ᠬᠡᠰᠡᠭ ᠲᠦ ᠪᠡᠨ ᠪᠠᠭᠰᠢ ᠲᠠᠢ᠂ ᠪᠠᠭᠰᠢ ᠦᠭᠡᠢ᠂ ᠮᠥᠨ ᠪᠠᠲᠤᠳᠬᠠᠬᠤ ᠠᠵᠢᠯᠯᠠᠭᠠ ᠲᠠᠢ ᠶᠠᠪᠤᠭᠳᠠᠵᠤ ᠪᠣᠯᠤᠨᠠ᠃ ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠨᠢ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡᠨ ᠳᠦ ᠰᠠᠭᠤᠷᠢᠯᠠᠳᠠᠭ᠃ | '''ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ''' (deep learning) ᠨᠢ ᠮᠠᠱᠢᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠶᠢᠨ ᠠᠷᠭᠠ ᠤᠳ ᠤᠨ ᠴᠣᠭᠴᠠ ᠪᠥᠭᠡᠳ ᠲᠣᠳᠣᠷᠬᠠᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠠᠯᠭ᠌ᠣᠷᠢᠲ᠋ᠮ ᠤᠳ ᠲᠤ ᠪᠤᠰᠤ ᠬᠠᠷᠢᠨ ᠲᠥᠯᠦᠭᠡᠯᠡᠭᠦᠯᠦᠨ ᠲᠥᠰᠥᠭᠡᠯᠡᠬᠦ ᠳᠦ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠳᠤ ᠲᠦᠰᠢᠭᠯᠡᠳᠡᠭ᠃ ᠰᠤᠷᠤᠯᠴᠠᠬᠤ ᠶᠠᠪᠤᠴᠠ ᠨᠢ ᠪᠠᠭᠰᠢ ᠲᠠᠢ᠂ ᠵᠠᠷᠢᠮ ᠬᠡᠰᠡᠭ ᠲᠦ ᠪᠡᠨ ᠪᠠᠭᠰᠢ ᠲᠠᠢ᠂ ᠪᠠᠭᠰᠢ ᠦᠭᠡᠢ᠂ ᠮᠥᠨ ᠪᠠᠲᠤᠳᠬᠠᠬᠤ ᠠᠵᠢᠯᠯᠠᠭᠠ ᠲᠠᠢ ᠶᠠᠪᠤᠭᠳᠠᠵᠤ ᠪᠣᠯᠤᠨᠠ᠃ ᠭᠦᠨ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ ᠨᠢ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡᠨ ᠳᠦ ᠰᠠᠭᠤᠷᠢᠯᠠᠳᠠᠭ᠃<br> | ||
'''ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ''' (neural network) ᠨᠢ ᠪᠢᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ᠃ ᠬᠢᠮᠡᠯ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ ᠨᠢ ᠬᠢᠮᠡᠯ ᠮᠡᠳᠡᠷᠡᠯ ᠨᠧᠦᠷᠣᠨ<sup>neuron</sup>᠂ ᠵᠠᠩᠭᠢᠯᠠᠭᠠ ᠨᠤᠭᠤᠳ ᠠᠴᠠ ᠪᠥᠷᠢᠳᠦᠨᠡ᠃<ref>J.J.Hopfield (1982). Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. USA</ref> | '''ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ''' (neural network) ᠨᠢ ᠪᠢᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ᠃ ᠬᠢᠮᠡᠯ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ ᠨᠢ ᠬᠢᠮᠡᠯ ᠮᠡᠳᠡᠷᠡᠯ ᠨᠧᠦᠷᠣᠨ<sup>neuron</sup>᠂ ᠵᠠᠩᠭᠢᠯᠠᠭᠠ ᠨᠤᠭᠤᠳ ᠠᠴᠠ ᠪᠥᠷᠢᠳᠦᠨᠡ᠃<ref>J.J.Hopfield (1982). Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. USA</ref> | ||
ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ ᠬᠦᠮᠦᠨ᠂ ᠠᠮᠢᠲᠠᠨ ᠤ ᠲᠠᠷᠢᠬᠢᠨ ᠤ ᠪᠦᠲᠦᠴᠡ ᠪᠣᠯᠬᠤ ᠪᠢᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡᠨ ᠦ ᠵᠠᠷᠴᠢᠮ ᠳᠤ ᠰᠠᠭᠤᠷᠢᠯᠠᠭᠰᠠᠨ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ ᠤᠨ ᠰᠢᠰᠲ᠋ᠧᠮ ᠶᠤᠮ᠃ ᠡᠶ᠋ᠢᠮᠦ ᠰᠢᠰᠲ᠋ᠧᠮ ᠲᠣᠳᠣᠷᠬᠠᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠫᠷᠣᠭ᠌ᠷᠠᠮᠴᠢᠯᠠᠯ ᠬᠡᠷᠡᠭᠯᠡᠬᠦ ᠦᠭᠡᠢ ᠪᠡᠷ ᠠᠯᠢᠪᠠ ᠠᠵᠢᠯ ᠡᠭᠦᠷᠭᠡ ᠶᠢ ᠭᠦᠢᠴᠡᠳᠭᠡᠬᠦ ᠳᠦ ᠰᠤᠷᠤᠯᠴᠠᠳᠠᠭ᠃ | ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡ ᠬᠦᠮᠦᠨ᠂ ᠠᠮᠢᠲᠠᠨ ᠤ ᠲᠠᠷᠢᠬᠢᠨ ᠤ ᠪᠦᠲᠦᠴᠡ ᠪᠣᠯᠬᠤ ᠪᠢᠣᠯᠣᠭᠢ ᠶᠢᠨ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠰᠦᠯᠵᠢᠶᠡᠨ ᠦ ᠵᠠᠷᠴᠢᠮ ᠳᠤ ᠰᠠᠭᠤᠷᠢᠯᠠᠭᠰᠠᠨ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ ᠤᠨ ᠰᠢᠰᠲ᠋ᠧᠮ ᠶᠤᠮ᠃ ᠡᠶ᠋ᠢᠮᠦ ᠰᠢᠰᠲ᠋ᠧᠮ ᠲᠣᠳᠣᠷᠬᠠᠢ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠢ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠫᠷᠣᠭ᠌ᠷᠠᠮᠴᠢᠯᠠᠯ ᠬᠡᠷᠡᠭᠯᠡᠬᠦ ᠦᠭᠡᠢ ᠪᠡᠷ ᠠᠯᠢᠪᠠ ᠠᠵᠢᠯ ᠡᠭᠦᠷᠭᠡ ᠶᠢ ᠭᠦᠢᠴᠡᠳᠭᠡᠬᠦ ᠳᠦ ᠰᠤᠷᠤᠯᠴᠠᠳᠠᠭ᠃ | ||
ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠳᠤ ᠲᠤᠰᠬᠠᠶ᠋ᠢᠯᠠᠨ ᠵᠣᠷᠢᠭᠤᠯᠤᠭᠳᠠᠭᠰᠠᠨ Lisp᠂ Prolog᠂ TensorFlow ᠭᠡᠬᠦ ᠵᠡᠷᠭᠡ ᠮᠠᠰᠢ ᠣᠯᠠᠨ ᠫᠷᠣᠭ᠌ᠷᠠᠮᠴᠢᠯᠠᠯ ᠤᠨ ᠬᠡᠯᠡ ᠪᠦᠲᠦᠭᠡᠭᠳᠡᠭᠰᠡᠨ᠃ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠳᠤ ᠵᠣᠷᠢᠭᠤᠯᠤᠭᠰᠠᠨ ᠲᠧᠻᠨᠢᠭ ᠬᠠᠩᠭᠠᠮᠵᠢ ᠠᠴᠠ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠬᠤᠷᠳᠤᠰᠬᠠᠭᠤᠷ (AI accelerator)᠂ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠪᠦᠲᠦᠴᠡ ᠲᠡᠢ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ (neuromorphic computing) ᠵᠡᠷᠭᠡ ᠶᠢ ᠳᠤᠷᠠᠳᠴᠤ ᠪᠣᠯᠤᠨᠠ᠃ | ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠳᠤ ᠲᠤᠰᠬᠠᠶ᠋ᠢᠯᠠᠨ ᠵᠣᠷᠢᠭᠤᠯᠤᠭᠳᠠᠭᠰᠠᠨ Lisp᠂ Prolog᠂ TensorFlow ᠭᠡᠬᠦ ᠵᠡᠷᠭᠡ ᠮᠠᠰᠢ ᠣᠯᠠᠨ ᠫᠷᠣᠭ᠌ᠷᠠᠮᠴᠢᠯᠠᠯ ᠤᠨ ᠬᠡᠯᠡ ᠪᠦᠲᠦᠭᠡᠭᠳᠡᠭᠰᠡᠨ᠃ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠳᠤ ᠵᠣᠷᠢᠭᠤᠯᠤᠭᠰᠠᠨ ᠲᠧᠻᠨᠢᠭ ᠬᠠᠩᠭᠠᠮᠵᠢ ᠠᠴᠠ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠬᠤᠷᠳᠤᠰᠬᠠᠭᠤᠷ (AI accelerator)᠂ ᠮᠡᠳᠡᠷᠡᠯ ᠦᠨ ᠪᠦᠲᠦᠴᠡ ᠲᠡᠢ ᠲᠣᠭᠠᠴᠠᠭᠠᠯᠠᠯ (neuromorphic computing) ᠵᠡᠷᠭᠡ ᠶᠢ ᠳᠤᠷᠠᠳᠴᠤ ᠪᠣᠯᠤᠨᠠ᠃ | ||
==ᠠᠵᠢᠯᠯᠠᠭᠠ== | ==ᠠᠵᠢᠯᠯᠠᠭᠠ== | ||
| 92-р мөр: | 96-р мөр: | ||
=== ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ === | === ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ === | ||
ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠪᠠ ᠳᠡᠭᠡᠳᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠢ ᠮᠥᠨ ᠬᠦᠴᠦᠲᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ (Strong Artificial Intelligence)᠂ ᠭᠦᠨ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ (Deep Artificial Intelligence) ᠭᠡᠵᠦ ᠨᠡᠷᠡᠶ᠋ᠢᠳᠳᠡᠭ᠃ | ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠪᠠ ᠳᠡᠭᠡᠳᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠢ ᠮᠥᠨ ᠬᠦᠴᠦᠲᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ (Strong Artificial Intelligence)᠂ ᠭᠦᠨ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ (Deep Artificial Intelligence) ᠭᠡᠵᠦ ᠨᠡᠷᠡᠶ᠋ᠢᠳᠳᠡᠭ᠃ | ||
ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠨᠢ ᠬᠦᠮᠦᠨ ᠦ ᠣᠶᠤᠨ ᠤ ᠴᠢᠳᠠᠪᠤᠷᠢ ᠲᠠᠢ ᠳᠦᠢᠴᠡᠬᠦᠶ᠋ᠢᠴᠡ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠡᠨᠡ ᠲᠦᠪᠰᠢᠨ ᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠬᠦᠮᠦᠨ ᠦ ᠣᠶᠤᠨ ᠤᠬᠠᠭᠠᠨ᠂ ᠵᠠᠩ ᠪᠠᠶ᠋ᠢᠳᠠᠯ᠂ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠰᠡᠳᠬᠢᠨ ᠪᠣᠳᠣᠵᠤ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠴᠢᠳᠠᠪᠤᠷᠢ ᠶᠢ ᠲᠥᠰᠥᠭᠡᠯᠡᠨ ᠠᠭᠤᠯᠠᠭᠰᠠᠨ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠲᠤᠬᠠᠢ ᠶᠢᠨ ᠣᠷᠴᠢᠨ ᠨᠥᠬᠥᠴᠡᠯ ᠳᠤ ᠬᠦᠮᠦᠨ ᠡᠴᠡ ᠢᠯᠭᠠᠰᠢ ᠦᠭᠡᠢ ᠪᠠᠶ᠋ᠢᠳᠠᠯ ᠢᠢᠠᠷ ᠰᠡᠳᠬᠢᠵᠦ᠂ ᠣᠶ᠋ᠢᠯᠠᠭᠠᠵᠤ᠂ ᠦᠢᠯᠡᠳᠦᠨᠡ᠃<ref name=":2">Eban Escott. What are the 3 types of AI? A guide to narrow, general, and super artificial intelligence. 2017/10/24. CodeBots. | ᠶᠡᠷᠦᠩᠬᠡᠢ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠨᠢ ᠬᠦᠮᠦᠨ ᠦ ᠣᠶᠤᠨ ᠤ ᠴᠢᠳᠠᠪᠤᠷᠢ ᠲᠠᠢ ᠳᠦᠢᠴᠡᠬᠦᠶ᠋ᠢᠴᠡ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠡᠨᠡ ᠲᠦᠪᠰᠢᠨ ᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠬᠦᠮᠦᠨ ᠦ ᠣᠶᠤᠨ ᠤᠬᠠᠭᠠᠨ᠂ ᠵᠠᠩ ᠪᠠᠶ᠋ᠢᠳᠠᠯ᠂ ᠰᠤᠷᠤᠯᠴᠠᠬᠤᠢ᠂ ᠰᠡᠳᠬᠢᠨ ᠪᠣᠳᠣᠵᠤ ᠠᠰᠠᠭᠤᠳᠠᠯ ᠰᠢᠢᠳᠪᠦᠷᠢᠯᠡᠬᠦ ᠴᠢᠳᠠᠪᠤᠷᠢ ᠶᠢ ᠲᠥᠰᠥᠭᠡᠯᠡᠨ ᠠᠭᠤᠯᠠᠭᠰᠠᠨ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ ᠲᠤᠬᠠᠢ ᠶᠢᠨ ᠣᠷᠴᠢᠨ ᠨᠥᠬᠥᠴᠡᠯ ᠳᠤ ᠬᠦᠮᠦᠨ ᠡᠴᠡ ᠢᠯᠭᠠᠰᠢ ᠦᠭᠡᠢ ᠪᠠᠶ᠋ᠢᠳᠠᠯ ᠢᠢᠠᠷ ᠰᠡᠳᠬᠢᠵᠦ᠂ ᠣᠶ᠋ᠢᠯᠠᠭᠠᠵᠤ᠂ ᠦᠢᠯᠡᠳᠦᠨᠡ᠃<ref name=":2">Eban Escott. What are the 3 types of AI? A guide to narrow, general, and super artificial intelligence. 2017/10/24. CodeBots. https://codebots.com/artificial-intelligence/the-3-types-of-ai-is-the-third-even-possible</ref> ᠰᠢᠨᠵᠢᠯᠡᠬᠦ ᠤᠬᠠᠭᠠᠨ ᠣᠳᠣ ᠪᠠᠷ ᠡᠶ᠋ᠢᠮᠦ ᠲᠦᠪᠰᠢᠨ ᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ ᠪᠦᠲᠦᠭᠡᠭᠡᠳᠦᠢ ᠪᠠᠶ᠋ᠢᠨᠠ᠃ | ||
=== ᠳᠡᠭᠡᠳᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ === | === ᠳᠡᠭᠡᠳᠦ ᠬᠢᠮᠡᠯ ᠣᠶᠤᠨ === | ||