{"id":6423,"date":"2026-06-23T08:25:27","date_gmt":"2026-06-23T08:25:27","guid":{"rendered":"https:\/\/myanmarmuslim.news\/en\/?p=6423"},"modified":"2026-06-23T08:25:28","modified_gmt":"2026-06-23T08:25:28","slug":"the-75-year-journey-of-ai-began-with-an-imaginary-philosophical-question-can-machines-think","status":"publish","type":"post","link":"https:\/\/myanmarmuslim.news\/en\/2026\/06\/23\/the-75-year-journey-of-ai-began-with-an-imaginary-philosophical-question-can-machines-think\/","title":{"rendered":"The 75-year journey of AI began with an imaginary philosophical question, \u201cCan machines think?\u201d"},"content":{"rendered":"\n<p>The 75-year journey of AI began with an imaginary philosophical question. In 1950, Alan Turing asked, \u201cCan machines think?\u201d Today, Turing&#8217;s &#8220;Imitation Game&#8221; has become a real-world reality. Modern AI has evolved from conceptual theory into autonomous agents, medical breakthroughs, and conversational systems that regularly pass rigorous Turing tests. [<a href=\"https:\/\/www.youtube.com\/watch?v=gSStet08rSA\">1<\/a>, <a href=\"https:\/\/www.ibm.com\/think\/topics\/history-of-artificial-intelligence\">2<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=3sDa0Gw4XhQ\">3<\/a>, <a href=\"https:\/\/www.instagram.com\/p\/DXu-T8NDLB1\/\">4<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=heHFsJM9hxE\">5<\/a>]<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"738\" height=\"384\" src=\"https:\/\/myanmarmuslim.news\/en\/wp-content\/uploads\/2026\/06\/image-157.png\" alt=\"\" class=\"wp-image-6427\" srcset=\"https:\/\/myanmarmuslim.news\/en\/wp-content\/uploads\/2026\/06\/image-157.png 738w, https:\/\/myanmarmuslim.news\/en\/wp-content\/uploads\/2026\/06\/image-157-300x156.png 300w\" sizes=\"auto, (max-width: 738px) 100vw, 738px\" \/><\/figure>\n\n\n\n<p>1. The Imaginary Era: 1950 \u2013 1956 [<a href=\"https:\/\/www.linkedin.com\/posts\/vivek-malviya_as-i-often-say-this-ai-has-been-with-us-activity-7467564135610953728-Ct5T\">1<\/a>, <a href=\"https:\/\/www.instagram.com\/p\/DXu-T8NDLB1\/\">2<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1950 (The Turing Test):<\/strong> Alan Turing published &#8220;Computing Machinery and Intelligence,&#8221; posing his famous question and establishing a practical benchmark to evaluate if a machine could successfully imitate human conversation. [<a href=\"https:\/\/www.ibm.com\/think\/topics\/history-of-artificial-intelligence\">1<\/a>]<\/li>\n\n\n\n<li><strong>1956 (Birth of the Term):<\/strong> John McCarthy officially coined the term &#8220;Artificial Intelligence&#8221; at the Dartmouth Summer Research Project, convincing researchers that every feature of learning could be simulated by a machine. [<a href=\"https:\/\/www.aol.com\/articles\/commemorating-70-years-artificial-intelligence-180001818.html\">1<\/a>, <a href=\"https:\/\/blog.xzect.com\/augmented-intelligence\/\">2<\/a>]<\/li>\n<\/ul>\n\n\n\n<p>2. The Era of Ambition and Disappointment: 1970 \u2013 1990s<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The AI Winters:<\/strong> Early researchers were overly optimistic, predicting human-level AI within a generation. However, the unpredictable, messy context of the real world exposed the limitations of rigid, rule-based systems. [<a href=\"https:\/\/www.youtube.com\/watch?v=8cY7SK2_1uI\">1<\/a>, <a href=\"https:\/\/en.wikipedia.org\/wiki\/History_of_artificial_intelligence\">2<\/a>]<\/li>\n\n\n\n<li><strong>The Focus on Logic:<\/strong> The era primarily relied on &#8220;Good Old-Fashioned AI&#8221; (GOFAI) and narrow expert systems, which struggled to adapt to new scenarios and suffered from a massive drop in public funding. [<a href=\"https:\/\/www.coursera.org\/articles\/history-of-ai\">1<\/a>, <a href=\"https:\/\/medium.com\/@mishrazarain4225\/the-evolution-of-ai-from-turing-test-to-deep-learning-db6f619cc70c\">2<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=NHFbAg2b54U\">3<\/a>]<\/li>\n<\/ul>\n\n\n\n<p>3. The Real-World Awakening: 2000s \u2013 2020s<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Computational Power &amp; Neural Networks:<\/strong> Progress accelerated as computing power grew. Breakthroughs transitioned from games (IBM Deep Blue in 1997) to the deep learning revolution, allowing machines to learn patterns directly from massive datasets. [<a href=\"https:\/\/www.youtube.com\/watch?v=TFq_SilOI4Y\">1<\/a>, <a href=\"https:\/\/medium.com\/@accretivetechnologygroup\/the-evolution-of-artificial-intelligence-from-turing-test-to-deep-learning-d7ac1a08284b\">2<\/a>, <a href=\"https:\/\/www.instagram.com\/p\/DXu-T8NDLB1\/\">3<\/a>]<\/li>\n\n\n\n<li><strong>Generative AI:<\/strong> The 2020s brought large language models that transformed AI from a backend data tool into mainstream, everyday consumer and workplace technology. [<a href=\"https:\/\/www.tableau.com\/data-insights\/ai\/examples\">1<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=3sDa0Gw4XhQ\">2<\/a>]<\/li>\n<\/ul>\n\n\n\n<p>4. Today: The Immersive Reality<\/p>\n\n\n\n<p>AI is now deeply integrated into the fabric of society. Landmark studies (such as rigorous testing with models like GPT-4.5) show that modern AI systems frequently convince human judges they are real people in conversation. Moving beyond simple chat, AI is now utilized for complex, real-world tasks like autonomous driving and drug discovery. [<a href=\"https:\/\/www.hermes-investment.com\/uk\/en\/intermediary\/insights\/sustainable\/ai-transformative-technology-75-years-in-the-making\/\">1<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2773207X24001386\">2<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=gSStet08rSA\">3<\/a>]<\/p>\n\n\n\n<p>Read also: <\/p>\n\n\n\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/History_of_artificial_intelligence\">History of artificial intelligence<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.ibm.com\/think\/topics\/history-of-artificial-intelligence\">The history of AI<\/a><\/p>\n\n\n\n<p><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.instagram.com\/p\/DXu-T8NDLB1\/\"><\/a><\/p>\n\n\n\n<p>If you&#8217;re a historian, digital humanist, archivist or librarian &#8230;<\/p>\n\n\n\n<p>29 Apr 2026 \u2014 1495 \u2014 Leonardo da Vinci designed a mechanical knight \ud83e\udd16 The first ever robot concept in human history. 1818 \u2014 Frankenstein was pu&#8230;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/encrypted-tbn1.gstatic.com\/faviconV2?url=https:\/\/www.instagram.com&amp;client=AIM&amp;size=16&amp;type=FAVICON&amp;fallback_opts=TYPE,SIZE,URL\" alt=\"\"\/><\/figure>\n\n\n\n<p>Instagram\u00b7iamshaeo<a href=\"https:\/\/www.ibm.com\/think\/topics\/history-of-artificial-intelligence\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<p>The History of Artificial Intelligence &#8211; IBM<\/p>\n\n\n\n<p>1900\u20131950 * Spanish engineer Leonardo Torres y Quevedo demonstrates the first chess-playing machine, El Ajedrecista at the Exposit&#8230;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/encrypted-tbn3.gstatic.com\/images?q=tbn:ANd9GcSXu8jGebS3sYBLeLBYQ1L4CJ0RPLZes-fX1vxKPgNFnbHW0mQqoxRrZxudUw_8MpSUUX0bxA\" alt=\"\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.facebook.com\/profile.php?id=61562504369888&amp;__cft__[0]=AZaDYtJiirw7Mqy7NPzX_RqU-2Q4Z0ZhPwCpzLjvNe_R-2uVRRwhB1cfw3DeA1Dl8jWY5sD8PIPUXI09bcF6vkKrLTmxm1tDAoRroKwLs0m6kNol29oFsSD5t27W0IrkCseMvpV5BVZaR4vJNl-UyA7XgvN18QiGob5Hu4bL2NLIIA&amp;__tn__=-UC%2CP-R\"><strong>Eric\u2019s thoughts<\/strong><\/a><\/h3>\n\n\n\n<p>AI \u104f \u1047\u1045 \u1014\u103e\u1005\u103a\u1010\u102c \u1001\u101b\u102e\u1038\u1005\u1009\u103a &#8211; \u1005\u102d\u1010\u103a\u1000\u1030\u1038\u101a\u1009\u103a\u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1019\u103e \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u101e\u102d\u102f\u1037<\/p>\n\n\n\n<p>\u1041\u1049\u1045\u1040 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c \u1021\u101c\u1014\u103a \u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038 (Alan Turing) \u1006\u102d\u102f\u1010\u1032\u1037 \u1017\u103c\u102d\u1010\u102d\u1014\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u101e\u102c\u1038\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101f\u102c \u101e\u102c\u1019\u1014\u103a\u101c\u1030\u1010\u103d\u1031\u1021\u1010\u103d\u1000\u103a \u1005\u102d\u1010\u103a\u1000\u1030\u1038\u101a\u1009\u103a\u1006\u1014\u103a\u101c\u103d\u1014\u103a\u1038\u1010\u1032\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1005\u1010\u1004\u103a\u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1011\u102f\u1010\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>&#8220;\u1005\u1000\u103a\u1010\u103d\u1031 \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u101c\u102c\u1038\u061f&#8221;<\/p>\n\n\n\n<p>\u1021\u1032\u1012\u102e\u1001\u1031\u1010\u103a\u1000 \u1012\u102e\u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u101f\u102c \u1012\u103f\u1014\u102d\u1000\u1017\u1031\u1012 \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101b\u1032\u1037 \u1005\u102c\u1010\u1019\u103a\u1038\u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1010\u1005\u103a\u1001\u102f\u101c\u102d\u102f \u1021\u101b\u1019\u103a\u1038\u1000\u102d\u102f \u1005\u102d\u1010\u1039\u1010\u1007\u1006\u1014\u103a\u101c\u103d\u1014\u103a\u1038\u1014\u1031\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038\u101b\u1032\u1037 \u1009\u102c\u100f\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u1010\u1032\u1037\u1021\u1001\u103b\u1000\u103a\u1000 &#8220;\u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1010\u101a\u103a\u1006\u102d\u102f\u1010\u102c \u1018\u102c\u101c\u1032&#8221; \u1006\u102d\u102f\u1010\u1032\u1037 \u1005\u1000\u102c\u1038\u101c\u102f\u1036\u1038\u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1004\u103c\u1004\u103a\u1038\u1001\u102f\u1014\u103a\u1019\u1014\u1031\u1018\u1032\u104a \u1012\u102e\u1012\u103f\u1014\u1006\u1014\u103a\u1010\u1032\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u103b\u1010\u1032\u1037 \u1021\u1004\u103a\u1002\u103b\u1004\u103a\u1014\u102e\u101a\u102c\u1015\u102d\u102f\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u1005\u103a\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u101e\u1030\u1000 &#8220;\u1010\u1005\u103a\u1014\u1031\u1037\u1014\u1031\u1037\u1019\u103e\u102c \u1005\u1000\u103a\u1010\u1005\u103a\u101c\u102f\u1036\u1038\u101f\u102c \u101e\u1004\u1037\u103a\u1000\u102d\u102f \u1019\u103b\u1000\u103a\u1014\u103e\u102c\u1015\u103c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u1032\u1037\u1021\u1014\u1031\u102c\u1000\u103a\u1000\u1014\u1031 \u1005\u1000\u102c\u1038\u101c\u102c\u1015\u103c\u1031\u102c\u1019\u101a\u103a\u104a \u1021\u1032\u1012\u102e\u101c\u102d\u102f\u1015\u103c\u1031\u102c\u1010\u1032\u1037\u1021\u1001\u102b \u1010\u1005\u103a\u1016\u1000\u103a\u1000\u1005\u1000\u102c\u1038\u1015\u103c\u1031\u102c\u1014\u1031\u1010\u102c \u101c\u1030\u101c\u102c\u1038\u104a \u1005\u1000\u103a\u101c\u102c\u1038\u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u101e\u1004\u103a\u101c\u102f\u1036\u1038\u101d \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u101c\u102d\u102f\u1037\u1019\u101b\u1010\u1031\u102c\u1037\u1018\u1030\u1038\u1006\u102d\u102f\u101b\u1004\u103a \u1021\u1032\u1012\u102e\u1005\u1000\u103a\u101f\u102c \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u101c\u102d\u102f\u1037 \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101c\u102d\u102f\u1037\u101b\u1019\u101c\u102c\u1038&#8221; \u1006\u102d\u102f\u1015\u103c\u102e\u1038 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1011\u102f\u1010\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u101f\u102c \u1014\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c \u1014\u102c\u1019\u100a\u103a\u1000\u103c\u102e\u1038\u101c\u102c\u1019\u101a\u1037\u103a Turing Test \u101b\u1032\u1037 \u1021\u1005\u1015\u102b\u1015\u1032\u104b \u1012\u102e\u1001\u103c\u1031\u101c\u103e\u1019\u103a\u1038\u101f\u102c \u1021\u101b\u1019\u103a\u1038\u1000\u102d\u102f \u1021\u101b\u1031\u1038\u1000\u103c\u102e\u1038\u1015\u102b\u1010\u101a\u103a\u104b \u101e\u1030\u101f\u102c \u1012\u103f\u1014\u1015\u103c\u103f\u1014\u102c\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u103b\u1010\u1032\u1037 \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1015\u103c\u103f\u1014\u102c (Product Problem) \u1021\u1016\u103c\u1005\u103a \u1021\u1010\u1004\u103a\u1038\u1006\u103d\u1032\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u104b &#8220;\u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037 \u101c\u102d\u102f\u1001\u103b\u1004\u103a\u1010\u102c \u101d\u102d\u100a\u102c\u1009\u103a\u1019\u101f\u102f\u1010\u103a\u1018\u1030\u1038\u104a \u101c\u1000\u103a\u1010\u103d\u1031\u1037 \u1005\u103d\u1019\u103a\u1038\u1006\u1031\u102c\u1004\u103a\u101b\u100a\u103a (Performance) \u1015\u1032&#8221; \u1006\u102d\u102f\u1010\u1032\u1037 AI \u1018\u102c\u101e\u102c\u101b\u1015\u103a\u101b\u1032\u1037 \u1021\u1001\u103c\u1031\u1001\u1036 DNA \u101f\u102c \u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1000\u1010\u100a\u103a\u1038\u1000 \u101e\u1014\u1039\u1013\u1031\u1010\u100a\u103a\u1001\u1032\u1037\u1010\u102c \u1016\u103c\u1005\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1021\u1019\u100a\u103a\u1014\u102c\u1019\u1010\u1005\u103a\u1001\u102f \u101b\u101b\u103e\u102d\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1015\u1011\u1019\u1006\u102f\u1036\u1038 \u1006\u1031\u102c\u1004\u103a\u1038\u101b\u102c\u101e\u102e<\/p>\n\n\n\n<p>\u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038 \u101c\u1019\u103a\u1038\u1005\u1016\u1031\u102c\u1000\u103a\u1015\u1031\u1038\u1001\u1032\u1037\u1015\u103c\u102e\u1038\u1010\u1032\u1037\u1014\u1031\u102c\u1000\u103a \u1010\u102f\u1010\u103a\u1000\u1019\u103a\u1038\u1015\u103c\u1031\u1038\u1015\u103d\u1032\u1000\u102d\u102f \u1006\u1000\u103a\u101c\u1000\u103a\u101e\u101a\u103a\u1006\u1031\u102c\u1004\u103a\u1019\u101a\u1037\u103a\u101e\u1030\u1010\u103d\u1031 \u1015\u1031\u102b\u103a\u101c\u102c\u1015\u102b\u1010\u101a\u103a\u104b \u1041\u1049\u1045\u1046 \u1001\u102f\u1014\u103e\u1005\u103a \u1014\u103d\u1031\u101b\u102c\u101e\u102e\u1019\u103e\u102c \u1021\u1019\u1031\u101b\u102d\u1000\u1014\u103a\u1015\u103c\u100a\u103a\u1011\u1031\u102c\u1004\u103a\u1005\u102f Dartmouth \u1000\u1031\u102c\u101c\u102d\u1015\u103a\u1019\u103e\u102c \u101e\u102d\u1015\u1039\u1015\u1036\u1015\u100a\u102c\u101b\u103e\u1004\u103a\u101c\u1030\u1004\u101a\u103a\u1010\u1005\u103a\u1005\u102f\u101f\u102c \u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1005\u1031\u1019\u101a\u1037\u103a \u1021\u1005\u100a\u103a\u1038\u1021\u101d\u1031\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1000\u103b\u1004\u103a\u1038\u1015\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1032\u1012\u102e\u1019\u103e\u102c \u1002\u103b\u103d\u1014\u103a \u1019\u1000\u103a\u1000\u102c\u101e\u102e (John McCarthy) \u1006\u102d\u102f\u101e\u1030\u1000 \u1012\u102e\u1015\u100a\u102c\u101b\u1015\u103a\u1000\u102d\u102f &#8220;Artificial Intelligence&#8221; (\u1009\u102c\u100f\u103a\u101b\u100a\u103a\u1010\u102f &#8211; AI) \u101c\u102d\u102f\u1037 \u1010\u101b\u102c\u1038\u101d\u1004\u103a \u1021\u1019\u100a\u103a\u1015\u1031\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1021\u1032\u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1000 \u1015\u100a\u102c\u101b\u103e\u1004\u103a\u1010\u103d\u1031\u101f\u102c \u1009\u102c\u100f\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101b\u102f\u1036\u1010\u1004\u103a\u1019\u1000\u1018\u1032 \u1021\u101b\u1019\u103a\u1038\u101c\u100a\u103a\u1038 \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u101c\u103d\u1014\u103a\u1000\u1032\u1014\u1031\u1001\u1032\u1037\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b &#8220;\u1004\u102b\u1010\u102d\u102f\u1037\u1000\u102d\u102f \u1014\u103d\u1031\u101b\u102c\u101e\u102e\u1000\u103b\u1031\u102c\u1004\u103a\u1038\u1015\u102d\u1010\u103a\u101b\u1000\u103a \u1010\u1005\u103a\u101b\u1000\u103a\u1015\u1031\u1038\u104a \u101b\u1014\u103a\u1015\u102f\u1036\u1004\u103d\u1031 \u1014\u100a\u103a\u1038\u1014\u100a\u103a\u1038\u1001\u103b\u1015\u1031\u1038\u104a AI \u1000\u102d\u102f \u1021\u1015\u103c\u102e\u1038\u101e\u1010\u103a \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u103c\u1019\u101a\u103a&#8221; \u101c\u102d\u102f\u1037\u1010\u1031\u102c\u1004\u103a \u1000\u103c\u102f\u1036\u1038\u101d\u102b\u1038\u1001\u1032\u1037\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u101f\u102c &#8220;Hello World&#8221; \u101c\u1031\u102c\u1000\u103a\u1015\u1032 \u101b\u1031\u1038\u1010\u1010\u103a\u101e\u1031\u1038\u1010\u1032\u1037 \u1015\u101b\u102d\u102f\u1002\u101b\u1019\u103a\u1019\u102c\u101c\u1031\u1038\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u1000 \u1014\u1031\u102c\u1000\u103a\u101c\u1000\u103b\u101b\u1004\u103a AGI (Artificial General Intelligence) \u1000\u102d\u102f \u1021\u1005\u1021\u1006\u102f\u1036\u1038 \u101b\u1031\u1038\u1015\u103c\u1019\u101a\u103a\u101c\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1014\u1031\u101e\u101c\u102d\u102f\u1015\u102b\u1015\u1032\u104b \u101b\u100a\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u103c\u102e\u1038\u101e\u101c\u102d\u102f\u104a \u1021\u101b\u1019\u103a\u1038\u101c\u100a\u103a\u1038 \u101b\u102d\u102f\u1038\u1021\u101c\u103d\u1014\u103a\u1038\u1014\u1031\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1010\u1000\u101a\u103a\u1010\u1031\u102c\u1037 AI \u101f\u102c \u1021\u1005\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c\u1000\u1010\u100a\u103a\u1038\u1000 \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f \u1000\u103d\u1032\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1015\u1011\u1019\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000 Symbolism (\u101e\u1004\u103a\u1039\u1000\u1031\u1010\u101d\u102b\u1012) \u1015\u102b\u104b \u1012\u102b\u1000 \u101c\u1030\u1010\u103d\u1031\u1000 \u1005\u1000\u103a\u1000\u102d\u102f &#8220;\u1012\u102b\u1000 \u1000\u103c\u1031\u102c\u1004\u103a\u104a \u1012\u102b\u1000 \u1001\u103d\u1031\u1038\u104a \u1018\u101a\u103a\u101c\u102d\u102f\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1006\u102d\u102f\u101b\u1004\u103a \u1021\u1006\u102f\u1010\u103a\u101b\u1031\u102c\u1004\u103a\u101b\u1031\u102c\u1002\u102b \u1016\u103c\u1005\u103a\u1010\u101a\u103a\u104a \u1018\u101a\u103a\u101c\u102d\u102f\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1006\u102d\u102f\u101b\u1004\u103a \u1005\u1010\u1031\u102c\u1037\u101b\u103e\u101a\u103a\u101a\u102c \u101b\u1031\u102c\u1004\u103a\u1038\u1011\u102f\u1010\u103a\u101e\u1004\u1037\u103a\u1010\u101a\u103a&#8221; \u1005\u101e\u1016\u103c\u1004\u1037\u103a \u1021\u1010\u102d\u1021\u1000\u103b \u101e\u1004\u103a\u1015\u1031\u1038\u1010\u1032\u1037\u1014\u100a\u103a\u1038\u1015\u102b\u104b \u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038\u1010\u103d\u1031 \u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1000\u102f\u1012\u103a\u1010\u103d\u1031\u1014\u1032\u1037 \u101b\u1031\u1038\u101e\u103d\u1004\u103a\u1038\u1011\u102c\u1038\u1010\u102c\u1015\u102b\u104b \u1021\u102c\u1038\u101e\u102c\u1001\u103b\u1000\u103a\u1000 \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1015\u103c\u102e\u1038 \u1001\u103c\u1031\u101b\u102c\u1001\u1036\u101c\u102d\u102f\u1037\u101b\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1021\u102c\u1038\u1014\u100a\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u1010\u1031\u102c\u1037 \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u101b\u1032\u1037 \u1014\u1031\u1037\u1005\u1009\u103a\u1021\u101e\u102d\u1009\u102c\u100f\u103a (Common Sense) \u1010\u103d\u1031\u1000 \u1021\u101b\u1019\u103a\u1038\u1019\u103b\u102c\u1038\u101c\u103d\u1014\u103a\u1038\u101c\u102d\u102f\u1037 \u1010\u1005\u103a\u101e\u1000\u103a\u101c\u102f\u1036\u1038 \u101b\u1031\u1038\u101e\u103d\u1004\u103a\u1038\u101b\u1004\u103a\u1010\u1031\u102c\u1004\u103a \u1000\u102f\u1014\u103a\u1014\u102d\u102f\u1004\u103a\u1019\u103e\u102c \u1019\u101f\u102f\u1010\u103a\u1015\u102b\u1018\u1030\u1038\u104b<\/p>\n\n\n\n<p>* \u1012\u102f\u1010\u102d\u101a\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u1010\u1031\u102c\u1037 Connectionism (\u1001\u103b\u102d\u1010\u103a\u1006\u1000\u103a\u1019\u103e\u102f\u101d\u102b\u1012) \u1001\u1031\u102b\u103a Neural Networks (\u1021\u102c\u101b\u102f\u1036\u1000\u103c\u1031\u102c\u1000\u103d\u1014\u103a\u101b\u1000\u103a) \u1016\u103c\u1005\u103a\u1015\u102b\u1010\u101a\u103a\u104b \u1041\u1049\u1045\u1048 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c Frank Rosenblatt \u1000 Perceptron \u1006\u102d\u102f\u1010\u1032\u1037 \u1021\u101b\u102c\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u101c\u1030\u1010\u103d\u1031\u1000 \u101e\u1004\u103a\u1015\u1031\u1038\u1005\u101b\u102c\u1019\u101c\u102d\u102f\u1018\u1032 \u1005\u1000\u103a\u1000 \u1012\u1031\u1010\u102c\u1010\u103d\u1031\u1011\u1032\u1000\u1014\u1031 \u101e\u1030\u1037\u1018\u102c\u101e\u102c\u101e\u1030 \u101e\u1004\u103a\u101a\u1030\u1019\u101a\u103a\u1006\u102d\u102f\u1010\u1032\u1037 \u101e\u1018\u1031\u102c\u1010\u101b\u102c\u1038\u1015\u102b\u104b \u1012\u102b\u101f\u102c \u1012\u102e\u1014\u1031\u1037\u1001\u1031\u1010\u103a Deep Learning \u101b\u1032\u1037 \u1018\u102d\u102f\u1038\u1018\u1031\u1038\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1015\u103c\u103f\u1014\u102c\u1000 \u1021\u1032\u1012\u102e\u1001\u1031\u1010\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u101c\u100a\u103a\u1038\u1019\u101b\u103e\u102d\u104a \u1000\u103d\u1014\u103a\u1015\u103b\u1030\u1010\u102c \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u103d\u1019\u103a\u1038 (Computing Power) \u101c\u100a\u103a\u1038\u1019\u101b\u103e\u102d\u104a \u1021\u101a\u103a\u101c\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1000\u101c\u100a\u103a\u1038 \u1019\u1015\u103c\u100a\u1037\u103a\u1005\u102f\u1036\u101e\u1031\u1038\u1015\u102b\u1018\u1030\u1038\u104b \u1041\u1049\u1046\u1049 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c \u1015\u100a\u102c\u101b\u103e\u1004\u103a\u1000\u103c\u102e\u1038\u1014\u103e\u1005\u103a\u1026\u1038\u1016\u103c\u1005\u103a\u1010\u1032\u1037 Marvin Minsky \u1014\u1032\u1037 Seymour Papert \u1010\u102d\u102f\u1037\u1000 \u1005\u102c\u1021\u102f\u1015\u103a\u1010\u1005\u103a\u1021\u102f\u1015\u103a\u101b\u1031\u1038\u1015\u103c\u102e\u1038 \u1012\u102e\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u101b\u1032\u1037 \u1021\u102c\u1038\u1014\u100a\u103a\u1038\u1001\u103b\u1000\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1011\u1031\u102c\u1000\u103a\u1015\u103c\u101c\u102d\u102f\u1000\u103a\u1010\u1032\u1037\u1021\u1001\u102b \u1015\u100a\u102c\u101b\u103e\u1004\u103a\u1021\u101e\u102d\u102f\u1004\u103a\u1038\u1021\u101d\u102d\u102f\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1000 &#8220;Neural Network \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000 \u1021\u101c\u102f\u1015\u103a\u1019\u1016\u103c\u1005\u103a\u1018\u1030\u1038&#8221; \u101c\u102d\u102f\u1037 \u1000\u1031\u102c\u1000\u103a\u1001\u103b\u1000\u103a\u1001\u103b\u101c\u102d\u102f\u1000\u103a\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1000\u103b\u102d\u102f\u1038\u1006\u1000\u103a\u1021\u1014\u1031\u1014\u1032\u1037 \u101b\u1014\u103a\u1015\u102f\u1036\u1004\u103d\u1031\u1010\u103d\u1031 \u1015\u103c\u1010\u103a\u1010\u1031\u102c\u1000\u103a\u104a \u1015\u101b\u1031\u102c\u1002\u103b\u1000\u103a\u1010\u103d\u1031 \u101b\u1015\u103a\u1006\u102d\u102f\u1004\u103a\u1038\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u103c\u102e\u1038 AI \u101b\u1032\u1037 \u1015\u1011\u1019\u1006\u102f\u1036\u1038 \u1006\u1031\u102c\u1004\u103a\u1038\u101b\u102c\u101e\u102e (First AI Winter) \u101b\u1031\u102c\u1000\u103a\u101c\u102c\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1041\u1049\u1048\u1040 \u1015\u103c\u100a\u1037\u103a\u101c\u103d\u1014\u103a\u1014\u103e\u1005\u103a\u1010\u103d\u1031\u1019\u103e\u102c AI \u1015\u103c\u1014\u103a\u1001\u1031\u1010\u103a\u1005\u102c\u1038\u101c\u102c\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102e\u1010\u1005\u103a\u1001\u102b\u1010\u1031\u102c\u1037 Expert Systems \u1010\u103d\u1031\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u1015\u102b\u104b \u1014\u101a\u103a\u1015\u101a\u103a\u1021\u101e\u102e\u1038\u101e\u102e\u1038\u1000 \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u101e\u1030\u1010\u103d\u1031\u101b\u1032\u1037 \u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1010\u103d\u1031\u1000\u102d\u102f \u1000\u103d\u1014\u103a\u1015\u103b\u1030\u1010\u102c\u1011\u1032 \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u1015\u103c\u102e\u1038 \u1006\u1031\u1038\u1018\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u101b\u1031\u102c\u1002\u102b\u101b\u103e\u102c\u1016\u103d\u1031\u1010\u102c\u104a \u1005\u1000\u103a\u1015\u1005\u1039\u1005\u100a\u103a\u1038 \u1015\u103c\u102f\u1015\u103c\u1004\u103a\u1010\u102c\u104a \u1004\u103d\u1031\u1000\u103c\u1031\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u1001\u103b\u1000\u103a\u1001\u103b\u1010\u102c\u1010\u103d\u1031 \u101c\u102f\u1015\u103a\u1000\u103c\u1010\u102c\u1015\u102b\u104b \u1005\u102e\u1038\u1015\u103d\u102c\u1038\u101b\u1031\u1038\u101c\u102f\u1015\u103a\u1004\u1014\u103a\u1038\u1010\u103d\u1031\u1000\u101c\u100a\u103a\u1038 \u1021\u1000\u103b\u102d\u102f\u1038\u1021\u1019\u103c\u1010\u103a\u101b\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u1006\u102d\u102f\u1015\u103c\u102e\u1038 \u1004\u103d\u1031\u1010\u103d\u1031 \u1021\u101c\u102f\u1036\u1038\u1021\u101b\u1004\u103a\u1038 \u101b\u1004\u103a\u1038\u1014\u103e\u102e\u1038\u1019\u103c\u103e\u102f\u1015\u103a\u1014\u103e\u1036\u1001\u1032\u1037\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1019\u103b\u102c\u1038\u1019\u1000\u103c\u102c\u1001\u1004\u103a\u1019\u103e\u102c\u1015\u1032 \u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038\u1010\u103d\u1031 \u1019\u103b\u102c\u1038\u101c\u102c\u101c\u1031\u101c\u1031\u104a \u1011\u102d\u1014\u103a\u1038\u101e\u102d\u1019\u103a\u1038\u101b \u1001\u1000\u103a\u101c\u102c\u101c\u1031\u101c\u1031 \u1016\u103c\u1005\u103a\u101c\u102c\u1015\u103c\u102e\u1038 \u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u101b\u1032\u1037 \u1021\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u101c\u1032 \u1014\u100a\u103a\u1038\u1014\u100a\u103a\u1038\u101c\u1031\u1038\u1019\u103e\u102c\u1010\u1004\u103a \u1005\u1014\u1005\u103a\u1010\u103d\u1031 \u1001\u103b\u102d\u102f\u1037\u101a\u103d\u1004\u103a\u1038\u101c\u102c\u1015\u102b\u1010\u1031\u102c\u1037\u1010\u101a\u103a\u104b \u1012\u102b\u1000\u103c\u1031\u102c\u1004\u1037\u103a \u1041\u1049\u1048\u1040 \u1014\u103e\u1031\u102c\u1004\u103a\u1038\u1015\u102d\u102f\u1004\u103a\u1038\u1014\u1032\u1037 \u1041\u1049\u1049\u1040 \u1021\u1005\u1031\u102c\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c AI \u101b\u1032\u1037 \u1012\u102f\u1010\u102d\u101a\u1019\u103c\u1031\u102c\u1000\u103a \u1006\u1031\u102c\u1004\u103a\u1038\u101b\u102c\u101e\u102e \u1011\u1015\u103a\u101b\u1031\u102c\u1000\u103a\u101c\u102c\u1015\u103c\u1014\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>AI \u101b\u1032\u1037 \u1015\u1011\u1019\u1010\u1005\u103a\u101d\u1000\u103a \u101e\u1019\u102d\u102f\u1004\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u101f\u102c \u1005\u1010\u1031\u102c\u1037\u101b\u103e\u101a\u103a\u101a\u102c\u1008\u1031\u1038\u1000\u103d\u1000\u103a\u101c\u102d\u102f\u1015\u102b\u1015\u1032\u104b \u1010\u1005\u103a\u1001\u102b\u1010\u101c\u1031 \u1008\u1031\u1038\u1011\u102d\u102f\u1038\u1010\u1000\u103a\u101e\u103d\u102c\u1038\u101c\u102d\u102f\u1000\u103a\u104a \u1010\u1005\u103a\u1001\u102b\u1010\u101c\u1031 \u1008\u1031\u1038\u1011\u102d\u102f\u1038\u1000\u103b\u101e\u103d\u102c\u1038\u101c\u102d\u102f\u1000\u103a\u1014\u1032\u1037 \u1000\u103c\u102c\u1038\u1011\u1032\u1019\u103e\u102c \u1004\u103d\u1031\u1000\u103c\u1031\u1038\u1006\u102f\u1036\u1038\u101b\u103e\u102f\u1036\u1038\u1014\u1005\u103a\u1014\u102c\u101e\u1030\u1010\u103d\u1031\u1001\u103b\u100a\u103a\u1038\u1015\u1032 \u1021\u1016\u1010\u103a\u1010\u1004\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>AI \u1000\u102d\u102f \u1021\u101e\u1000\u103a\u1015\u103c\u1014\u103a\u101b\u103e\u1004\u103a\u1005\u1031\u1001\u1032\u1037\u1010\u1032\u1037 \u1019\u100f\u1039\u100d\u102d\u102f\u1004\u103a\u101e\u102f\u1036\u1038\u101b\u1015\u103a<\/p>\n\n\n\n<p>\u1012\u102e\u101c\u102d\u102f\u1014\u1032\u1037 \u101e\u1031\u101c\u102f\u1019\u103c\u1031\u102c\u1015\u102b\u1038 \u1016\u103c\u1005\u103a\u1014\u1031\u1010\u1032\u1037 AI \u1000\u102d\u102f \u1018\u101a\u103a\u1021\u101b\u102c\u1000 \u1015\u103c\u1014\u103a\u101c\u100a\u103a\u1021\u101e\u1000\u103a\u101e\u103d\u1004\u103a\u1038\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u102c\u101c\u1032\u104b \u1021\u1013\u102d\u1000 \u101e\u1031\u102c\u1037\u1001\u103b\u1000\u103a\u1000\u1010\u1031\u102c\u1037 \u1021\u101a\u103a\u101c\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a (Algorithm)\u104a \u1012\u1031\u1010\u102c (Data) \u1014\u1032\u1037 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u103d\u1019\u103a\u1038 (Computing Power) \u1006\u102d\u102f\u1010\u1032\u1037 \u1021\u101b\u102c\u101e\u102f\u1036\u1038\u1001\u102f \u1021\u1001\u103b\u102d\u102f\u1038\u100a\u102e\u100a\u102e \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u1015\u103a\u1019\u102d\u101e\u103d\u102c\u1038\u1001\u103c\u1004\u103a\u1038\u1015\u102b\u1015\u1032\u104b \u1010\u1005\u103a\u1001\u102f\u1000\u1004\u103a\u1038\u1000\u103d\u102c\u101b\u1004\u103a\u1010\u1031\u102c\u1004\u103a \u1021\u101c\u102f\u1015\u103a\u1019\u1016\u103c\u1005\u103a\u1015\u102b\u1018\u1030\u1038\u104b<\/p>\n\n\n\n<p>\u1041\u104b \u1021\u101a\u103a\u101c\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a (Algorithm)<\/p>\n\n\n\n<p>\u1041\u1049\u1048\u1046 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c Geoffrey Hinton, David Rumelhart \u1014\u1032\u1037 Ronald Williams \u1010\u102d\u102f\u1037\u101e\u102f\u1036\u1038\u1026\u1038\u101f\u102c Backpropagation \u101c\u102d\u102f\u1037\u1001\u1031\u102b\u103a\u1010\u1032\u1037 \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101b\u1031\u1038\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1021\u1031\u102c\u1004\u103a\u1019\u103c\u1004\u103a\u1005\u103d\u102c \u1019\u102d\u1010\u103a\u1006\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u101f\u102c \u1005\u1000\u103a\u1010\u103d\u1031\u1021\u1014\u1031\u1014\u1032\u1037 \u1021\u1019\u103e\u102c\u1038\u101c\u102f\u1015\u103a\u1019\u102d\u1010\u1032\u1037\u1021\u1001\u102b &#8220;\u1004\u102b \u1018\u101a\u103a\u1014\u1031\u101b\u102c\u1019\u103e\u102c \u1019\u103e\u102c\u1038\u101e\u103d\u102c\u1038\u1010\u102c\u101c\u1032\u104a \u1018\u101a\u103a\u101c\u102d\u102f \u1015\u103c\u1004\u103a\u101b\u1019\u101c\u1032&#8221; \u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u1015\u1011\u1019\u1006\u102f\u1036\u1038\u1021\u1000\u103c\u102d\u1019\u103a \u1015\u103c\u1014\u103a\u101c\u100a\u103a\u101e\u102f\u1036\u1038\u101e\u1015\u103a (Review) \u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u103d\u102c\u1038\u1010\u102c\u1015\u102b\u104b (Geoffrey Hinton \u1006\u102d\u102f\u1010\u1032\u1037 \u1014\u102c\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u1031\u1001\u103b\u102c\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u1015\u102b\u104b \u101e\u1030\u1037\u1000\u102d\u102f \u1014\u1031\u102c\u1000\u103a\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c &#8220;Deep Learning \u101b\u1032\u1037 \u1016\u1001\u1004\u103a\u1000\u103c\u102e\u1038&#8221; \u101c\u102d\u102f\u1037 \u1000\u1019\u1039\u1018\u102c\u1000 \u1010\u1004\u103a\u1005\u102c\u1038\u1001\u1031\u102b\u103a\u101d\u1031\u102b\u103a\u1000\u103c\u1015\u103c\u102e\u1038 \u1012\u102e\u1015\u102f\u1036\u1015\u103c\u1004\u103a\u1011\u1032\u1019\u103e\u102c \u101e\u1030 \u1011\u1015\u103a\u1001\u102b\u1010\u101c\u1032\u101c\u1032 \u1015\u102b\u101d\u1004\u103a\u101c\u102c\u1026\u1038\u1019\u103e\u102c\u1015\u102b\u104b)<\/p>\n\n\n\n<p>\u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a \u1015\u100a\u102c\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1026\u1038\u1000\u1010\u1031\u102c\u1037 Yann LeCun \u1015\u102b\u104b \u101e\u1030\u101f\u102c \u1048\u1040 \u1015\u103c\u100a\u1037\u103a\u101c\u103d\u1014\u103a\u1014\u103e\u1005\u103a\u1010\u103d\u1031\u1000\u1014\u1031 \u1049\u1040 \u1015\u103c\u100a\u1037\u103a\u101c\u103d\u1014\u103a\u1014\u103e\u1005\u103a\u1010\u103d\u1031\u1021\u1011\u102d Convolutional Neural Network (CNN) \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1007\u103d\u1032\u1000\u102f\u1010\u103a\u1000\u103c\u102d\u102f\u1038\u1005\u102c\u1038\u1001\u1032\u1037\u1015\u103c\u102e\u1038 LeNet-5 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102e\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101f\u102c \u101c\u1000\u103a\u101b\u1031\u1038\u1002\u100f\u1014\u103a\u1038\u1010\u103d\u1031\u1000\u102d\u102f \u1016\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u103d\u1019\u103a\u1038\u101b\u103e\u102d\u101c\u102d\u102f\u1037 \u1018\u100f\u103a\u1010\u103d\u1031\u1014\u1032\u1037 \u1005\u102c\u1010\u102d\u102f\u1000\u103a\u1010\u103d\u1031\u1019\u103e\u102c \u1010\u1000\u101a\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u1032\u1037\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u101f\u102c \u101e\u1031\u1038\u1004\u101a\u103a\u1015\u1031\u1019\u101a\u1037\u103a \u1021\u101c\u103d\u1014\u103a\u1021\u101b\u1031\u1038\u1015\u102b\u1010\u1032\u1037 \u1019\u103e\u1010\u103a\u1010\u102d\u102f\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1015\u102b\u104b Neural Network \u101f\u102c \u1005\u102c\u1010\u1019\u103a\u1038\u1010\u103d\u1031\u1011\u1032\u1000 \u101e\u102e\u1021\u102d\u102f\u101b\u102e\u101e\u1000\u103a\u101e\u1000\u103a \u1019\u101f\u102f\u1010\u103a\u1010\u1031\u102c\u1037\u1018\u1032 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u1019\u103e\u102c \u1010\u1000\u101a\u103a \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u103c\u102e\u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u101e\u1000\u103a\u101e\u1031\u1015\u103c\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1042\u104b \u1012\u1031\u1010\u102c (Data)<\/p>\n\n\n\n<p>\u1012\u102e\u1014\u1031\u101b\u102c\u1019\u103e\u102c \u1010\u101b\u102f\u1010\u103a-\u1021\u1019\u1031\u101b\u102d\u1000\u1014\u103a \u101e\u102d\u1015\u1039\u1015\u1036\u1015\u100a\u102c\u101b\u103e\u1004\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u101e\u1019\u102e\u1038 \u1016\u1031\u1016\u1031\u101c\u102e (Fei-Fei Li) \u101b\u1032\u1037 \u1021\u1001\u1014\u103a\u1038\u1000\u100f\u1039\u100d\u1000 \u1021\u101b\u1019\u103a\u1038\u1021\u101b\u1031\u1038\u1015\u102b\u101c\u102c\u1015\u102b\u1010\u101a\u103a\u104b \u101e\u1030\u1019\u101c\u102f\u1015\u103a\u1001\u1032\u1037\u1010\u1032\u1037\u1021\u101b\u102c\u1000 \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1015\u1031\u1019\u101a\u1037\u103a \u1021\u101b\u1019\u103a\u1038\u1000\u102d\u102f \u1000\u103c\u102e\u1038\u1000\u103b\u101a\u103a\u1001\u1019\u103a\u1038\u1014\u102c\u1038\u1015\u102b\u1010\u101a\u103a\u104b \u101e\u1030\u1019\u101f\u102c AI \u101c\u1031\u102c\u1000\u101b\u1032\u1037 \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1000\u103b\u1006\u102f\u1036\u1038 \u1015\u103c\u103f\u1014\u102c\u1016\u103c\u1005\u103a\u1010\u1032\u1037 &#8220;\u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101e\u1004\u103a\u1000\u103c\u102c\u1038\u1016\u102d\u102f\u1037 \u1021\u101b\u100a\u103a\u1021\u101e\u103d\u1031\u1038\u1015\u103c\u100a\u1037\u103a\u101d\u1010\u1032\u1037 \u1012\u1031\u1010\u102c\u1021\u101c\u102f\u1036\u1021\u101c\u1031\u102c\u1000\u103a \u1019\u101b\u103e\u102d\u1001\u103c\u1004\u103a\u1038&#8221; \u1000\u102d\u102f \u1016\u103c\u1031\u101b\u103e\u1004\u103a\u1038\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u104b \u1042\u1040\u1040\u1049 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c \u101e\u1030\u1019\u101f\u102c ImageNet \u101c\u102d\u102f\u1037\u1001\u1031\u102b\u103a\u1010\u1032\u1037 \u1027\u101b\u102c\u1019 \u1015\u102f\u1036\u101b\u102d\u1015\u103a\u1012\u1031\u1010\u102c\u1018\u1031\u1037\u1005\u103a\u1000\u103c\u102e\u1038 \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1015\u1031\u102b\u1004\u103a\u1038 \u101e\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u102e\u1015\u102b\u101d\u1004\u103a\u1010\u1032\u1037 \u1015\u102f\u1036\u101b\u102d\u1015\u103a\u1015\u1031\u102b\u1004\u103a\u1038 \u101e\u1014\u103a\u1038\u1014\u1032\u1037\u1001\u103b\u102e \u1005\u102f\u1006\u1031\u102c\u1004\u103a\u1038\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1012\u102e\u1021\u101b\u102c\u1000\u102d\u102f \u101c\u103d\u101a\u103a\u101c\u103d\u101a\u103a\u101c\u1031\u1038\u101c\u102d\u102f\u1037 \u1019\u1011\u1004\u103a\u101c\u102d\u102f\u1000\u103a\u1015\u102b\u1014\u1032\u1037\u104b \u1021\u101b\u1004\u103a\u1000 \u101e\u102f\u1010\u1031\u101e\u102e\u1010\u103d\u1031\u101b\u1032\u1037 \u1021\u1014\u1031\u1021\u1011\u102c\u1038\u101f\u102c \u101b\u103d\u102c\u1011\u102d\u1015\u103a\u1000 \u101b\u1031\u1021\u102d\u102f\u1004\u103a\u101c\u1031\u1038\u1011\u1032\u1019\u103e\u102c \u101b\u1031\u1000\u1030\u1038\u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u1014\u1031\u101b\u101e\u101c\u102d\u102f \u1016\u103c\u1005\u103a\u1014\u1031\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u104b ImageNet \u101c\u100a\u103a\u1038 \u1011\u103d\u1000\u103a\u101c\u102c\u101b\u1031\u102c \u101e\u1030\u1010\u102d\u102f\u1037\u1000\u102d\u102f \u1015\u1005\u102d\u1016\u102d\u1010\u103a\u101e\u1019\u102f\u1012\u1039\u1012\u101b\u102c\u1000\u103c\u102e\u1038\u1011\u1032 \u1010\u102d\u102f\u1000\u103a\u101b\u102d\u102f\u1000\u103a \u1001\u1031\u102b\u103a\u101e\u103d\u102c\u1038\u101e\u101c\u102d\u102f \u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102e\u101c\u102d\u102f \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101b\u1031\u1038\u1000\u103d\u1004\u103a\u1038\u1000\u103c\u102e\u1038\u101e\u102c \u1019\u101b\u103e\u102d\u1001\u1032\u1037\u101b\u1004\u103a \u1014\u1031\u102c\u1000\u103a\u1006\u1000\u103a\u1010\u103d\u1032 \u1007\u102c\u1010\u103a\u101c\u1019\u103a\u1038\u1010\u103d\u1031 \u1010\u1005\u103a\u1001\u102f\u1019\u103e \u1016\u103c\u1005\u103a\u101c\u102c\u1005\u101b\u102c \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u101b\u103e\u102d\u1015\u102b\u1018\u1030\u1038\u104b<\/p>\n\n\n\n<p>\u1043\u104b \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u103d\u1019\u103a\u1038 (Computing Power)<\/p>\n\n\n\n<p>\u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c\u1010\u1031\u102c\u1037 Nvidia \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1015\u103c\u1031\u102c\u101b\u1015\u102b\u1010\u1031\u102c\u1037\u1019\u101a\u103a\u104b Nvidia \u101f\u102c \u1019\u1030\u101c\u1000 \u1002\u102d\u1019\u103a\u1038\u1006\u1031\u102c\u1037\u1016\u102d\u102f\u1037\u1014\u1032\u1037 \u101b\u102f\u1015\u103a\u1011\u103d\u1000\u103a\u1021\u1011\u1030\u1038\u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1001\u103b\u1000\u103a (Visual Effects) \u1010\u103d\u1031\u1021\u1010\u103d\u1000\u103a \u1002\u101b\u1015\u103a\u1016\u1005\u103a\u1000\u1010\u103a (Graphics Card) \u1010\u103d\u1031 \u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u1010\u1032\u1037 \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1010\u1005\u103a\u1001\u102f\u1015\u102b\u104b AI \u1014\u1032\u1037 \u1018\u102c\u1019\u103e\u1019\u1006\u102d\u102f\u1004\u103a\u1001\u1032\u1037\u1015\u102b\u1018\u1030\u1038\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u101e\u1030\u1010\u102d\u102f\u1037\u101b\u1032\u1037 GPU \u1001\u103b\u1005\u103a\u1015\u103a\u1010\u103d\u1031\u1019\u103e\u102c \u1011\u1030\u1038\u1001\u103c\u102c\u1038\u1010\u1032\u1037 \u1005\u103d\u1019\u103a\u1038\u101b\u100a\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u1014\u1031\u1010\u102c\u1000 \u1015\u103c\u102d\u102f\u1004\u103a\u1010\u102d\u102f\u1004\u103a\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1019\u103e\u102f (Parallel Computing) \u1010\u103d\u1031\u1000\u102d\u102f \u1021\u101c\u103d\u1014\u103a\u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u1010\u102c\u1015\u102b\u1015\u1032\u104b \u1010\u102d\u102f\u1000\u103a\u1010\u102d\u102f\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u1006\u102d\u102f\u1004\u103a\u1015\u1032 Neural Network \u1010\u103d\u1031 \u1021\u1013\u102d\u1000 \u101c\u102d\u102f\u1021\u1015\u103a\u1014\u1031\u1010\u102c\u1000\u101c\u100a\u103a\u1038 \u1021\u1032\u1012\u102e Parallel Computing \u1016\u103c\u1005\u103a\u1014\u1031\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1042\u1040\u1040\u1046 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c Nvidia \u1000 CUDA \u1000\u102d\u102f \u1019\u102d\u1010\u103a\u1006\u1000\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1015\u1031\u102b\u103a\u101a\u1036\u1000\u103c\u100a\u1037\u103a\u101b\u1004\u103a\u1010\u1031\u102c\u1037 GPU \u1021\u1010\u103d\u1000\u103a \u1015\u101b\u102d\u102f\u1002\u101b\u1019\u103a\u101b\u1031\u1038\u1010\u1032\u1037 Interface \u1010\u1005\u103a\u1001\u102f \u1016\u103d\u1004\u1037\u103a\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1019\u103e\u102c\u1010\u1031\u102c\u1037 &#8220;\u1002\u102d\u1019\u103a\u1038\u101b\u102f\u1015\u103a\u1011\u103d\u1000\u103a\u1010\u103d\u1031 \u1016\u1014\u103a\u1010\u102e\u1038\u1010\u1032\u1037 \u1012\u102e\u1000\u1010\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1019\u1000\u103a\u1011\u101b\u1005\u103a (Matrix) \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1019\u103e\u102f\u1010\u103d\u1031\u1021\u1010\u103d\u1000\u103a\u101c\u100a\u103a\u1038 \u1021\u1000\u103c\u1019\u103a\u1038\u1015\u1010\u1019\u103a\u1038 \u101e\u102f\u1036\u1038\u101c\u102d\u102f\u1037\u101b\u1010\u101a\u103a&#8221; \u101c\u102d\u102f\u1037 \u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1000\u102d\u102f \u1000\u103c\u1031\u100a\u102c\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u1015\u1032\u104b \u1021\u1032\u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1000\u1005\u1015\u103c\u102e\u1038 GPU \u1014\u1032\u1037 AI \u101b\u1032\u1037 \u1000\u1036\u1000\u103c\u1019\u1039\u1019\u102c\u101f\u102c \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u101c\u102d\u102f\u1037\u1019\u101b\u1021\u1031\u102c\u1004\u103a \u1001\u103b\u102d\u1010\u103a\u1006\u1000\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u1010\u1031\u102c\u1037\u1010\u101a\u103a\u104b \u1012\u102e\u1014\u1031\u1037\u1001\u1031\u1010\u103a \u1000\u1019\u1039\u1018\u102c\u1037\u1014\u100a\u103a\u1038\u1015\u100a\u102c\u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1000\u103c\u102e\u1038\u1010\u103d\u1031 \u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000 Nvidia \u101b\u1032\u1037 \u1000\u1010\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1018\u102c\u101c\u102d\u102f\u1037 \u1021\u101c\u102f\u1021\u101a\u1000\u103a \u101d\u101a\u103a\u1014\u1031\u1000\u103c\u101b\u101e\u101c\u1032\u104a \u1021\u1019\u1031\u101b\u102d\u1000\u1014\u103a\u1021\u1005\u102d\u102f\u1038\u101b\u1000\u102d\u102f\u101a\u103a\u1010\u102d\u102f\u1004\u103a \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u1011\u102d\u1014\u103a\u1038\u1001\u103b\u102f\u1015\u103a\u101b\u1010\u1032\u1037\u1021\u1011\u102d \u1018\u102c\u101c\u102d\u102f\u1037 \u1021\u101b\u1031\u1038\u1015\u102b\u1014\u1031\u101e\u101c\u1032\u1006\u102d\u102f\u1010\u1032\u1037 \u1021\u1019\u103c\u1005\u103a\u101f\u102c \u1012\u102e\u1014\u1031\u101b\u102c\u1019\u103e\u102c \u1005\u1010\u1004\u103a\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1042\u1040\u1041\u1042 \u1001\u102f\u1014\u103e\u1005\u103a &#8211; \u101e\u1019\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1005\u1031\u1001\u1032\u1037\u101e\u1031\u102c \u1021\u1001\u103b\u102d\u102f\u1038\u1021\u1000\u103d\u1031\u1037<\/p>\n\n\n\n<p>AI \u101e\u1019\u102d\u102f\u1004\u103a\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u101c\u102f\u1036\u1038\u1019\u103e\u102c \u1021\u101b\u1031\u1038\u1021\u1000\u103c\u102e\u1038\u1006\u102f\u1036\u1038\u1014\u103e\u1005\u103a\u1000\u102d\u102f \u101b\u103d\u1031\u1038\u1015\u102b\u1006\u102d\u102f\u101b\u1004\u103a \u1042\u1040\u1041\u1042 \u1001\u102f\u1014\u103e\u1005\u103a \u1000\u102d\u102f\u1015\u1032 \u101b\u103d\u1031\u1038\u101b\u1015\u102b\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1012\u102e\u1014\u103e\u1005\u103a\u1019\u103e\u102c\u1000\u103b\u1004\u103a\u1038\u1015\u1010\u1032\u1037 ImageNet \u1015\u103c\u102d\u102f\u1004\u103a\u1015\u103d\u1032\u1019\u103e\u102c \u1006\u101b\u102c\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u1014\u1032\u1037 \u1010\u1015\u100a\u1037\u103a\u1014\u103e\u1005\u103a\u101a\u1031\u102c\u1000\u103a \u1015\u1031\u102b\u1004\u103a\u1038\u1015\u103c\u102e\u1038 AlexNet \u1006\u102d\u102f\u1010\u1032\u1037 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101d\u1004\u103a\u1015\u103c\u102d\u102f\u1004\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1032\u1012\u102e\u1006\u101b\u102c\u1000\u1010\u1031\u102c\u1037 \u1021\u1005\u1031\u102c\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c \u1015\u103c\u1031\u102c\u1001\u1032\u1037\u1010\u1032\u1037 Geoffrey Hinton \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1010\u1015\u100a\u1037\u103a\u1014\u103e\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u1000\u1010\u1031\u102c\u1037 Alex Krizhevsky \u1014\u1032\u1037 Ilya Sutskever (\u1014\u1031\u102c\u1000\u103a\u1015\u102d\u102f\u1004\u103a\u1038 OpenAI \u101b\u1032\u1037 Chief Scientist \u1016\u103c\u1005\u103a\u101c\u102c\u101e\u1030) \u1010\u102d\u102f\u1037\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u101e\u1030\u1010\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1001\u1032\u1037\u1010\u102c\u1000 \u1015\u102f\u1036\u101b\u102d\u1015\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1010\u102c\u1016\u103c\u1005\u103a\u101c\u102d\u102f\u1037 \u101e\u102c\u1019\u1014\u103a\u101b\u102d\u102f\u1038\u1000\u103b\u101c\u102d\u102f\u1037 \u1011\u1004\u103a\u101b\u1015\u1031\u1019\u101a\u1037\u103a\u104a \u101b\u101c\u1012\u103a\u1000\u1010\u1031\u102c\u1037 \u101c\u102f\u1036\u1038\u101d\u1000\u102d\u102f \u1019\u101e\u102c\u1019\u1014\u103a\u1001\u1032\u1037\u1015\u102b\u1018\u1030\u1038\u104b \u101e\u1030\u1010\u102d\u102f\u1037\u101f\u102c \u1015\u103c\u102d\u102f\u1004\u103a\u1018\u1000\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1014\u100a\u103a\u1038\u1014\u100a\u103a\u1038\u101c\u1031\u1038 \u1021\u1014\u102d\u102f\u1004\u103a\u101b\u1001\u1032\u1037\u1010\u102c \u1019\u101f\u102f\u1010\u103a\u1018\u1032\u104a \u101b\u102d\u102f\u1038\u101b\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1010\u103d\u1031\u101e\u102f\u1036\u1038\u1011\u102c\u1038\u1010\u1032\u1037 \u1015\u103c\u102d\u102f\u1004\u103a\u1018\u1000\u103a\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1015\u103c\u1010\u103a\u1015\u103c\u1010\u103a\u101e\u102c\u1038\u101e\u102c\u1038 \u1021\u1015\u103c\u1010\u103a\u1021\u101e\u1010\u103a \u1021\u1014\u102d\u102f\u1004\u103a\u101a\u1030\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1010\u102c\u1015\u102b\u104b \u1012\u102e\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1000\u102d\u102f Nvidia GPU \u1010\u103d\u1031\u1015\u1031\u102b\u103a\u1019\u103e\u102c \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u1011\u102c\u1038\u1010\u102c \u1016\u103c\u1005\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1012\u102e\u1021\u1031\u102c\u1004\u103a\u1015\u103d\u1032\u1000 \u1021\u1001\u103b\u1000\u103a\u101e\u102f\u1036\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1010\u1005\u103a\u1015\u103c\u102d\u102f\u1004\u103a\u1014\u1000\u103a\u1010\u100a\u103a\u1038 \u101e\u1000\u103a\u101e\u1031\u1015\u103c\u101c\u102d\u102f\u1000\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1041\u104b Neural Network \u1010\u103d\u1031 \u1021\u101c\u102f\u1015\u103a\u1019\u1016\u103c\u1005\u103a\u1010\u102c \u1019\u101f\u102f\u1010\u103a\u1018\u1030\u1038\u104a \u1021\u101b\u1004\u103a\u1000 \u1021\u1001\u103c\u1031\u1021\u1014\u1031 \u1019\u1015\u1031\u1038\u1001\u1032\u1037\u101c\u102d\u102f\u1037\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1042\u104b \u1027\u101b\u102c\u1019 \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1000\u103c\u102e\u1038\u1016\u103c\u1005\u103a\u1010\u1032\u1037 ImageNet \u1000 \u1010\u1000\u101a\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1043\u104b GPU \u1010\u103d\u1031\u101f\u102c AI \u1001\u1031\u1010\u103a\u101b\u1032\u1037 \u1021\u1013\u102d\u1000 \u1019\u1031\u102c\u1004\u103a\u1038\u1014\u103e\u1004\u103a\u1021\u102c\u1038 (Engine) \u1016\u103c\u1005\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1012\u102e\u1014\u103e\u1005\u103a\u1000\u1005\u1015\u103c\u102e\u1038 \u1010\u1005\u103a\u1000\u1019\u1039\u1018\u102c\u101c\u102f\u1036\u1038\u1000 AI \u1014\u101a\u103a\u1015\u101a\u103a\u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101f\u102c Deep Learning (\u1014\u1000\u103a\u101b\u103e\u102d\u102f\u1004\u103a\u1038\u1005\u103d\u102c \u101e\u1004\u103a\u101a\u1030\u1001\u103c\u1004\u103a\u1038) \u1018\u1000\u103a\u1000\u102d\u102f \u101c\u102f\u1036\u1038\u101d\u101c\u103e\u100a\u1037\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>AlphaGo \u1014\u103e\u1004\u1037\u103a \u101e\u1019\u102d\u102f\u1004\u103a\u1038\u101d\u1004\u103a &#8216;Move 37&#8217;<\/p>\n\n\n\n<p>Deep Learning \u1001\u1031\u1010\u103a\u1005\u102c\u1038\u101c\u102c\u1015\u103c\u102e\u1038\u1014\u1031\u102c\u1000\u103a\u1015\u102d\u102f\u1004\u103a\u1038 AI \u101f\u102c \u1015\u102f\u1036\u101b\u102d\u1015\u103a\u1014\u1032\u1037 \u1021\u101e\u1036\u1015\u102d\u102f\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1014\u101a\u103a\u1015\u101a\u103a\u1010\u103d\u1031\u1019\u103e\u102c \u1021\u1031\u102c\u1004\u103a\u1015\u103d\u1032\u1010\u103d\u1031 \u1006\u1000\u103a\u1010\u102d\u102f\u1000\u103a\u101b\u101c\u102c\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u101e\u102c\u1019\u1014\u103a\u101c\u1030\u1010\u103d\u1031\u1021\u102c\u1038\u101c\u102f\u1036\u1038 &#8220;\u1010\u1005\u103a\u1001\u102f\u1001\u102f\u1010\u1031\u102c\u1037 \u1011\u1030\u1038\u1001\u103c\u102c\u1038\u1014\u1031\u1015\u103c\u102e&#8221; \u101c\u102d\u102f\u1037 \u1010\u1000\u101a\u103a\u1010\u1019\u103a\u1038 \u1001\u1036\u1005\u102c\u1038\u101c\u102d\u102f\u1000\u103a\u101b\u1010\u102c\u1000\u1010\u1031\u102c\u1037 AlphaGo \u1015\u1031\u102b\u103a\u101c\u102c\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1007\u102c\u1010\u103a\u1000\u1031\u102c\u1004\u103a\u1000\u1010\u1031\u102c\u1037 \u1042\u1040\u1041\u1040 \u1019\u103e\u102c \u101c\u1014\u103a\u1012\u1014\u103a\u1019\u103e\u102c \u1010\u100a\u103a\u1011\u1031\u102c\u1004\u103a\u1001\u1032\u1037\u1015\u103c\u102e\u1038 \u1042\u1040\u1041\u1044 \u1019\u103e\u102c Google \u1000 \u101d\u101a\u103a\u101a\u1030\u1001\u1032\u1037\u1010\u1032\u1037 DeepMind \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1015\u102b\u104b \u1042\u1040\u1041\u1046 \u1001\u102f\u1014\u103e\u1005\u103a \u1019\u1010\u103a\u101c\u1019\u103e\u102c AlphaGo \u101f\u102c \u1000\u1019\u1039\u1018\u102c\u1037\u1011\u102d\u1015\u103a\u1010\u1014\u103a\u1038 \u1002\u102d\u102f\u1038 (Go) \u1000\u1005\u102c\u1038\u101e\u1019\u102c\u1038 \u101c\u102e\u1006\u101a\u103a\u1012\u101a\u103a (Lee Sedol) \u1000\u102d\u102f \u1044-\u1041 \u1014\u1032\u1037 \u1021\u1014\u102d\u102f\u1004\u103a\u101a\u1030\u101c\u102d\u102f\u1000\u103a\u1015\u102b\u1010\u101a\u103a\u104b \u101e\u102c\u1019\u1014\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u1004\u103a\u1010\u1031\u102c\u1037 \u1002\u102d\u1019\u103a\u1038\u1006\u1031\u102c\u1037\u1010\u102c\u1015\u1032\u101c\u102d\u102f\u1037 \u1011\u1004\u103a\u1005\u101b\u102c\u101b\u103e\u102d\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a AI \u101c\u1031\u102c\u1000\u1021\u1010\u103d\u1000\u103a\u1010\u1031\u102c\u1037 \u1002\u102d\u102f\u1038 (Go) \u1000\u1005\u102c\u1038\u1014\u100a\u103a\u1038\u101f\u102c \u1021\u101c\u103d\u1014\u103a\u1001\u1000\u103a\u1001\u1032\u1010\u1032\u1037 \u1005\u102d\u1014\u103a\u1001\u1031\u102b\u103a\u1019\u103e\u102f\u1000\u103c\u102e\u1038\u1015\u102b\u104b \u1018\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u101c\u1032\u1006\u102d\u102f\u1010\u1031\u102c\u1037 \u1002\u102d\u102f\u1038 \u1000\u1005\u102c\u1038\u1014\u100a\u103a\u1038\u101b\u1032\u1037 \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103c\u1031 \u101b\u103d\u103e\u1031\u1037\u1000\u103d\u1000\u103a\u1010\u103d\u1031\u101f\u102c \u1005\u1000\u103c\u102c\u101d\u1020\u102c\u1011\u1032\u1000 \u1021\u1000\u103a\u1010\u1019\u103a \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1011\u1000\u103a\u1010\u1031\u102c\u1004\u103a \u1015\u102d\u102f\u1019\u103b\u102c\u1038\u1014\u1031\u101c\u102d\u102f\u1037\u1015\u102b\u104b \u1021\u1000\u103c\u1019\u103a\u1038\u1015\u1010\u1019\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1019\u103e\u102f (Brute Force) \u101e\u1000\u103a\u101e\u1000\u103a\u1014\u1032\u1037 \u1021\u1014\u102d\u102f\u1004\u103a\u101a\u1030\u1016\u102d\u102f\u1037 \u101c\u102f\u1036\u1038\u101d \u1019\u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u1018\u1030\u1038\u104b \u1012\u102b\u1000\u103c\u1031\u102c\u1004\u1037\u103a AlphaGo \u1019\u1010\u102d\u102f\u1004\u103a\u1001\u1004\u103a\u1000\u1006\u102d\u102f\u101b\u1004\u103a AI \u101f\u102c \u1000\u1019\u1039\u1018\u102c\u1037\u1021\u1006\u1004\u1037\u103a \u1000\u1005\u102c\u1038\u101e\u1019\u102c\u1038\u1000\u102d\u102f \u1014\u102d\u102f\u1004\u103a\u1016\u102d\u102f\u1037\u1006\u102d\u102f\u1010\u102c \u1021\u1014\u100a\u103a\u1038\u1006\u102f\u1036\u1038 \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a \u1006\u101a\u103a\u1014\u103e\u1005\u103a\u101c\u1031\u102c\u1000\u103a \u1000\u103c\u102c\u1026\u1038\u1019\u101a\u103a\u101c\u102d\u102f\u1037 \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1011\u102c\u1038\u1001\u1032\u1037\u1000\u103c\u1010\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a AlphaGo \u1000 Deep Neural Network, Search Algorithm \u1014\u1032\u1037 Reinforcement Learning \u1006\u102d\u102f\u1010\u1032\u1037 \u101c\u1000\u103a\u1014\u1000\u103a\u101e\u102f\u1036\u1038\u1001\u102f\u1000\u102d\u102f \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u1015\u103a\u1015\u103c\u102e\u1038 \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u1010\u1031\u102c\u1004\u103a\u1019\u1000\u103c\u102c\u1001\u1004\u103a\u1019\u103e\u102c \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u1000\u102d\u102f \u1021\u1015\u103c\u1010\u103a\u1021\u101e\u1010\u103a \u1021\u1014\u102d\u102f\u1004\u103a\u101a\u1030\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1021\u1000\u103c\u1031\u102c\u1000\u103a\u1005\u101b\u102c\u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u1000\u1010\u1031\u102c\u1037 \u1014\u102c\u1019\u100a\u103a\u1000\u103c\u102e\u1038 Move 37 (\u1021\u1000\u103d\u1000\u103a \u1043\u1047) \u1015\u102b\u1015\u1032\u104b \u1012\u102e\u1021\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u101b\u103d\u103e\u1031\u1037\u101c\u102d\u102f\u1000\u103a\u1010\u1032\u1037\u1021\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c \u1010\u1005\u103a\u1000\u1019\u1039\u1018\u102c\u101c\u102f\u1036\u1038\u1000 \u1002\u102d\u102f\u1038 \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u101e\u1030\u1010\u103d\u1031 \u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u1019\u103e\u1004\u103a\u101e\u1000\u103a\u101e\u103d\u102c\u1038\u1000\u103c\u1015\u102b\u1010\u101a\u103a\u104b \u1014\u103e\u1005\u103a\u1011\u1031\u102c\u1004\u103a\u1015\u1031\u102b\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u1010\u1032\u1037 \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u101b\u1032\u1037 \u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1021\u101b \u1012\u102e\u1014\u1031\u101b\u102c\u1019\u103e\u102c \u1018\u101a\u103a\u1010\u1031\u102c\u1037\u1019\u103e \u1019\u101b\u103d\u103e\u1031\u1037\u101b\u1018\u1030\u1038\u101c\u102d\u102f\u1037 \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u1010\u102c\u1015\u102b\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1015\u103d\u1032\u1021\u1015\u103c\u102e\u1038 \u1015\u103c\u1014\u103a\u101c\u100a\u103a\u101e\u102f\u1036\u1038\u101e\u1015\u103a\u1000\u103c\u100a\u1037\u103a\u1010\u1032\u1037\u1021\u1001\u102b \u1021\u1032\u1012\u102e\u1021\u1000\u103d\u1000\u103a\u101f\u102c \u1021\u101c\u103d\u1014\u103a\u1015\u102b\u101b\u1019\u102e\u1015\u102b\u1010\u1032\u1037 &#8220;\u1014\u1010\u103a\u1018\u102f\u101b\u102c\u1038\u1010\u1005\u103a\u1015\u102b\u1038\u101b\u1032\u1037 \u1021\u1000\u103d\u1000\u103a (God&#8217;s move)&#8221; \u1016\u103c\u1005\u103a\u1014\u1031\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u1032\u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c \u101c\u1030\u1021\u1010\u1031\u102c\u103a\u1019\u103b\u102c\u1038\u1019\u103b\u102c\u1038\u1000 &#8220;AI \u101f\u102c \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u1000\u102d\u102f \u1021\u1010\u102f\u1001\u102d\u102f\u1038\u1014\u1031\u1010\u102c \u101e\u1000\u103a\u101e\u1000\u103a\u1019\u101f\u102f\u1010\u103a\u1010\u1031\u102c\u1037\u1018\u1030\u1038\u104b \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031 \u1010\u1005\u103a\u1001\u102b\u1019\u103e \u1019\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u1016\u1030\u1038\u1010\u1032\u1037 \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u101e\u1005\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101e\u1030\u1000\u102d\u102f\u101a\u103a\u1010\u102d\u102f\u1004\u103a \u1016\u1031\u102c\u1000\u103a\u1014\u1031\u1015\u103c\u102e&#8221; \u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u1015\u1011\u1019\u1006\u102f\u1036\u1038\u1021\u1000\u103c\u102d\u1019\u103a \u1021\u101e\u100a\u103a\u1038\u1001\u102d\u102f\u1000\u103a\u1021\u1031\u102c\u1004\u103a \u1001\u1036\u1005\u102c\u1038\u101c\u102d\u102f\u1000\u103a\u1000\u103c\u101b\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>Transformer \u1014\u103e\u1004\u1037\u103a ChatGPT \u1001\u1031\u1010\u103a<\/p>\n\n\n\n<p>AlphaGo \u1000 \u101c\u1030\u1010\u103d\u1031\u1000\u102d\u102f \u1021\u1036\u1037\u1029\u101e\u103d\u102c\u1038\u1005\u1031\u1001\u1032\u1037\u1015\u1031\u1019\u101a\u1037\u103a AI \u1000\u102d\u102f \u101e\u102c\u1019\u1014\u103a\u101c\u1030\u1010\u103d\u1031\u101b\u1032\u1037 \u1014\u1031\u1037\u1005\u1009\u103a\u1018\u101d\u1011\u1032 \u1010\u1000\u101a\u103a\u101b\u1031\u102c\u1000\u103a\u101c\u102c\u1005\u1031\u1016\u102d\u102f\u1037 \u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038 \u1015\u101f\u1031\u100b\u1039\u100c\u102d\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1021\u1005\u101c\u1031\u1038 \u1010\u1005\u103a\u1001\u102f \u101c\u102d\u102f\u1014\u1031\u1015\u102b\u101e\u1031\u1038\u1010\u101a\u103a\u104b \u1021\u1032\u1012\u102b\u1000\u1010\u1031\u102c\u1037 Transformer \u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1042\u1040\u1041\u1047 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c Google \u1000 \u1005\u102c\u1010\u1019\u103a\u1038\u1010\u1005\u103a\u1005\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1015\u103c\u1014\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1000 \u1021\u101b\u1019\u103a\u1038\u1000\u102d\u102f \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u101b\u103e\u102d\u101c\u103d\u1014\u103a\u1038\u101c\u103e\u1015\u102b\u1010\u101a\u103a\u104b &#8220;Attention is all you need&#8221; (\u101e\u1004\u103a\u101c\u102d\u102f\u1021\u1015\u103a\u101e\u1019\u103b\u103e\u1019\u103e\u102c \u1021\u102c\u101b\u102f\u1036\u1005\u102d\u102f\u1000\u103a\u1019\u103e\u102f\u101e\u102c\u101c\u103b\u103e\u1004\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a) \u1010\u1032\u1037\u104b \u1012\u102e\u1005\u102c\u1010\u1019\u103a\u1038\u1000\u1014\u1031 Transformer \u1006\u102d\u102f\u1010\u1032\u1037 \u1017\u102d\u101e\u102f\u1000\u102c\u1021\u101e\u1005\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u102d\u1010\u103a\u1006\u1000\u103a\u1015\u1031\u1038\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1014\u100a\u103a\u1038\u1015\u100a\u102c\u1021\u101e\u1031\u1038\u1005\u102d\u1010\u103a\u1000\u102d\u102f \u1019\u1015\u103c\u1031\u102c\u1010\u1031\u102c\u1037\u1015\u102b\u1018\u1030\u1038\u104a \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u101e\u1004\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101b\u1019\u101a\u1037\u103a \u1021\u1001\u103b\u1000\u103a\u1000 \u1012\u102e\u1014\u1031\u1037\u1001\u1031\u1010\u103a \u101e\u1004\u103a\u101e\u102f\u1036\u1038\u1014\u1031\u1010\u1032\u1037 ChatGPT, Claude, Gemini, LLaMA, Grok, DeepSeek, Kimi \u1005\u1010\u1032\u1037 Large Language Models (LLM) \u1010\u103d\u1031 \u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u1032\u1037 \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u102f\u1010\u103a\u1019\u103c\u1005\u103a\u101f\u102c \u1021\u1032\u1012\u102e Transformer \u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1018\u102c\u101c\u102d\u102f\u1037 Transformer \u1000 \u1021\u1032\u1012\u102e\u101c\u1031\u102c\u1000\u103a \u1005\u103d\u1019\u103a\u1038\u1014\u1031\u101b\u1010\u102c\u101c\u1032\u104b \u1018\u102c\u101c\u102d\u102f\u1037\u101c\u1032\u1006\u102d\u102f\u1010\u1031\u102c\u1037 \u101e\u1030\u1000 \u1015\u103c\u102d\u102f\u1004\u103a\u1010\u102d\u102f\u1004\u103a\u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u1019\u103e\u102f (Parallel Training) \u101c\u102f\u1015\u103a\u1016\u102d\u102f\u1037 \u1021\u101b\u1019\u103a\u1038\u101e\u1004\u1037\u103a\u1010\u1031\u102c\u103a\u1015\u103c\u102e\u1038 \u1027\u101b\u102c\u1019 \u1012\u1031\u1010\u102c\u1015\u1019\u102c\u100f\u1000\u103c\u102e\u1038\u1000\u102d\u102f \u1021\u101c\u103d\u101a\u103a\u1010\u1000\u1030 \u1005\u102f\u1015\u103a\u101a\u1030\u1014\u102d\u102f\u1004\u103a\u101c\u102d\u102f\u1037\u1015\u102b\u104b \u1014\u1031\u102c\u1000\u103a\u1015\u103c\u102e\u1038 \u101c\u1030\u1010\u103d\u1031\u101b\u1032\u1037 \u1011\u1004\u103a\u1019\u103c\u1004\u103a\u101a\u1030\u1006\u1001\u103b\u1000\u103a\u1014\u1032\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1014\u103a\u1016\u103c\u1005\u103a\u1014\u1031\u1010\u1032\u1037 \u1011\u1030\u1038\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u1015\u102b\u1010\u101a\u103a\u104a \u1021\u1032\u1012\u102b\u1000\u1010\u1031\u102c\u1037 \u1019\u1031\u102c\u103a\u1012\u101a\u103a \u1015\u102d\u102f\u1000\u103c\u102e\u1038\u101c\u1031\u104a \u1012\u1031\u1010\u102c \u1015\u102d\u102f\u1019\u103b\u102c\u1038\u101c\u1031\u104a \u101e\u1030\u1037\u101b\u1032\u1037 \u1005\u103d\u1019\u103a\u1038\u1006\u1031\u102c\u1004\u103a\u101b\u100a\u103a\u1000 \u1015\u102d\u102f\u1015\u103c\u102e\u1038 \u1021\u1036\u1037\u1019\u1001\u1014\u103a\u1038 \u1016\u103c\u1005\u103a\u101c\u102c\u101c\u1031 \u1006\u102d\u102f\u1010\u102c\u1015\u102b\u1015\u1032\u104b \u1012\u102b\u101f\u102c \u1014\u1031\u102c\u1000\u103a\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c \u1014\u102c\u1019\u100a\u103a\u1000\u103c\u102e\u1038\u101c\u102c\u1010\u1032\u1037 &#8220;\u1021\u1004\u103a\u1021\u102c\u1038\u101e\u102f\u1036\u1038\u101c\u1031 \u101b\u101c\u1012\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101c\u1031 (Scaling Laws \/ Brute force creates miracles)&#8221; \u1006\u102d\u102f\u1010\u1032\u1037 \u1021\u101a\u1030\u1021\u1006\u1021\u1010\u103d\u1000\u103a \u101c\u1019\u103a\u1038\u1001\u1004\u103a\u1038\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a Transformer \u1000\u102d\u102f \u1010\u1000\u101a\u103a\u1010\u1019\u103a\u1038 \u1021\u1005\u103d\u1019\u103a\u1038\u1000\u102f\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1001\u1032\u1037\u1010\u102c\u1000 Google \u1019\u101f\u102f\u1010\u103a\u1018\u1032\u104a \u1021\u1032\u1012\u102e\u1021\u1001\u103b\u102d\u1014\u103a\u1000 \u101c\u1030\u101e\u102d\u1015\u103a\u1019\u101e\u102d\u101e\u1031\u1038\u1010\u1032\u1037 OpenAI \u1006\u102d\u102f\u1010\u1032\u1037 \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1004\u101a\u103a\u101c\u1031\u1038\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1042\u1040\u1041\u1048 \u1019\u103e\u102c GPT-1\u104a \u1042\u1040\u1041\u1049 \u1019\u103e\u102c GPT-2\u104a \u1042\u1040\u1042\u1040 \u1019\u103e\u102c GPT-3 \u1010\u103d\u1031\u1000\u102d\u102f \u1006\u1000\u103a\u1010\u102d\u102f\u1000\u103a \u1011\u102f\u1010\u103a\u1015\u103c\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b (GPT \u1006\u102d\u102f\u1010\u102c Generative Pre-trained Transformer \u1000\u102d\u102f \u1006\u102d\u102f\u101c\u102d\u102f\u1010\u102c\u1015\u102b\u104b \u101b\u102d\u102f\u1038\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1031\u102c\u101b\u101b\u1004\u103a \u1027\u101b\u102c\u1019 \u1005\u102c\u101e\u102c\u1038\u1012\u1031\u1010\u102c\u1010\u103d\u1031\u1000\u102d\u102f \u1021\u101b\u1004\u103a\u1000\u103b\u103d\u1031\u1038\u1015\u103c\u102e\u1038 \u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u101b\u1032\u1037 \u101e\u1018\u1031\u102c\u101e\u1018\u102c\u101d\u1000\u102d\u102f \u1014\u102c\u1038\u101c\u100a\u103a\u1021\u1031\u102c\u1004\u103a \u101e\u1004\u103a\u1015\u1031\u1038\u1011\u102c\u1038\u1010\u101a\u103a\u104a \u1015\u103c\u102e\u1038\u1019\u103e \u101c\u102d\u102f\u1001\u103b\u1004\u103a\u1010\u1032\u1037 \u1021\u101c\u102f\u1015\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1001\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u1015\u102b\u104b)<\/p>\n\n\n\n<p>\u1021\u101b\u1004\u103a\u1000\u1006\u102d\u102f\u101b\u1004\u103a \u1005\u102c\u101b\u1004\u103a\u1038\u1000\u102d\u102f\u1004\u103a\u104a \u1018\u102c\u101e\u102c\u1015\u103c\u1014\u103a\u104a Customer Service\u104a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u1006\u101b\u102c \u1005\u1010\u1032\u1037 \u1021\u101c\u102f\u1015\u103a \u1044 \u1001\u102f\u1021\u1010\u103d\u1000\u103a AI \u1044 \u1019\u103b\u102d\u102f\u1038 \u101e\u102e\u1038\u101e\u1014\u1037\u103a\u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u1015\u1031\u1038\u101b\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a GPT \u101b\u1032\u1037 \u101e\u1018\u1031\u102c\u1010\u101b\u102c\u1038\u1000\u1010\u1031\u102c\u1037 &#8220;\u1021\u101b\u1019\u103a\u1038\u1010\u1031\u102c\u103a\u1010\u1032\u1037 \u101c\u1030\u1005\u103d\u1019\u103a\u1038\u1000\u1031\u102c\u1004\u103a\u1038 \u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u1000\u102d\u102f \u1021\u101b\u1004\u103a\u1019\u103d\u1031\u1038\u1011\u102f\u1010\u103a\u1019\u101a\u103a\u104a \u1015\u103c\u102e\u1038\u1019\u103e \u101e\u1030\u1037\u1000\u102d\u102f \u1014\u1031\u101b\u102c\u1021\u1019\u103b\u102d\u102f\u1038\u1019\u103b\u102d\u102f\u1038\u1019\u103e\u102c \u1010\u102c\u101d\u1014\u103a\u1001\u103b\u1015\u1031\u1038\u1019\u101a\u103a&#8221; \u1006\u102d\u102f\u1010\u102c\u1015\u102b\u1015\u1032\u104b \u1012\u102e\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1021\u1005\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c \u1018\u101a\u103a\u101e\u1030\u1019\u103e \u1019\u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1001\u1032\u1037\u1015\u102b\u1018\u1030\u1038\u104b OpenAI \u1000\u102d\u102f\u101a\u103a\u1010\u102d\u102f\u1004\u103a\u1010\u1031\u102c\u1004\u103a \u1014\u101a\u103a\u1015\u101a\u103a\u1011\u1032\u1000\u101c\u1030\u1010\u103d\u1031\u101b\u1032\u1037 \u101c\u103e\u1031\u102c\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1014\u103e\u1005\u103a\u1014\u1032\u1037\u1001\u103b\u102e \u1001\u1036\u1001\u1032\u1037\u101b\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1042\u1040\u1042\u1042 \u1001\u102f\u1014\u103e\u1005\u103a \u1014\u102d\u102f\u101d\u1004\u103a\u1018\u102c\u101c \u1043\u1040 \u101b\u1000\u103a\u1014\u1031\u1037 \u1000\u1010\u1031\u102c\u1037 \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u1014\u1032\u1037 AI \u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038\u101b\u1032\u1037 \u1021\u1000\u103c\u102e\u1038\u1019\u102c\u1038\u1006\u102f\u1036\u1038 \u101b\u1031\u101c\u1032\u1000\u102f\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102e\u1014\u1031\u1037\u1019\u103e\u102c OpenAI \u101f\u102c GPT-3.5 \u1000\u102d\u102f Chatbox \u101c\u1031\u1038\u1010\u1005\u103a\u1001\u102f\u1021\u1014\u1031\u1014\u1032\u1037 \u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1015\u103c\u102e\u1038 \u1021\u1004\u103a\u1010\u102c\u1014\u1000\u103a\u1015\u1031\u102b\u103a \u1010\u1004\u103a\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1015\u102b\u1010\u101a\u103a\u104b \u1014\u102c\u1019\u100a\u103a\u1000\u1010\u1031\u102c\u1037 ChatGPT \u1015\u102b\u104b<\/p>\n\n\n\n<p>\u101b\u101c\u1012\u103a\u1000\u1010\u1031\u102c\u1037 \u1045 \u101b\u1000\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1030 \u1041 \u101e\u1014\u103a\u1038\u104a \u1042 \u101c\u1021\u1010\u103d\u1004\u103a\u1038 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1030 \u101e\u1014\u103a\u1038 \u1041\u1040\u1040 \u1015\u103c\u100a\u1037\u103a\u101e\u103d\u102c\u1038\u1015\u103c\u102e\u1038 \u101e\u1019\u102d\u102f\u1004\u103a\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a \u1021\u1019\u103c\u1014\u103a\u1006\u102f\u1036\u1038 \u1000\u103c\u102e\u1038\u1011\u103d\u102c\u1038\u101c\u102c\u1010\u1032\u1037 \u101e\u102f\u1036\u1038\u1005\u103d\u1032\u101e\u1030\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a (Consumer Product) \u1016\u103c\u1005\u103a\u101c\u102c\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b \u1016\u102f\u1014\u103a\u1038\u1016\u103d\u1004\u1037\u103a\u1015\u103c\u102e\u1038 \u1005\u102c\u1010\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101b\u102d\u102f\u1000\u103a\u1011\u100a\u1037\u103a\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1014\u1032\u1037 \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1015\u103c\u100a\u1037\u103a\u101d\u1010\u1032\u1037 \u1005\u102c\u1015\u102d\u102f\u1012\u103a\u1000\u103c\u102e\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1001\u103b\u1000\u103a\u1001\u103b\u1004\u103a\u1038 \u1015\u103c\u1014\u103a\u1016\u103c\u1031\u1015\u1031\u1038\u1010\u1032\u1037 \u1001\u1036\u1005\u102c\u1038\u1001\u103b\u1000\u103a\u101f\u102c\u104a \u1002\u103c\u102d\u102f\u101f\u103a\u101e\u102c\u1038\u1010\u103d\u1031\u1006\u102e\u1000\u1014\u1031 \u1005\u102c\u1015\u103c\u1014\u103a\u101b\u101e\u101c\u102d\u102f\u1019\u103b\u102d\u102f\u1038 \u101c\u1030\u1010\u103d\u1031\u1000\u102d\u102f \u1021\u1036\u1037\u101e\u103c\u1019\u103e\u1004\u103a\u101e\u1000\u103a\u101e\u103d\u102c\u1038\u1005\u1031\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>ChatGPT \u101c\u100a\u103a\u1038 \u1011\u103d\u1000\u103a\u101c\u102c\u101b\u1031\u102c \u1010\u1005\u103a\u1000\u1019\u1039\u1018\u102c\u101c\u102f\u1036\u1038\u1000 \u1014\u100a\u103a\u1038\u1015\u100a\u102c\u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1000\u103c\u102e\u1038\u1010\u103d\u1031 \u1001\u103b\u1000\u103a\u1001\u103b\u1004\u103a\u1038\u1015\u1032 \u101c\u1000\u103a\u1014\u1000\u103a\u1015\u103c\u102d\u102f\u1004\u103a\u1006\u102d\u102f\u1004\u103a\u1019\u103e\u102f (Arms Race) \u101c\u102f\u1015\u103a\u101c\u102c\u1000\u103c\u1015\u102b\u1010\u1031\u102c\u1037\u1010\u101a\u103a\u104b \u1000\u103d\u1014\u103a\u1015\u103b\u1030\u1010\u102c (PC) \u1014\u1032\u1037 \u1019\u102d\u102f\u1018\u102d\u102f\u1004\u103a\u1038\u1021\u1004\u103a\u1010\u102c\u1014\u1000\u103a\u1000 \u1021\u101b\u1004\u103a\u1001\u1031\u1010\u103a\u1000\u102d\u102f \u101c\u103d\u103e\u1019\u103a\u1038\u1019\u102d\u102f\u1038\u1001\u1032\u1037\u101e\u101c\u102d\u102f\u104a \u1021\u1001\u102f Large Language Models \u1010\u103d\u1031\u1000 \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a\u1001\u1031\u1010\u103a\u1000\u102d\u102f \u101c\u103d\u103e\u1019\u103a\u1038\u1019\u102d\u102f\u1038\u1010\u1031\u102c\u1037\u1019\u101a\u103a\u1006\u102d\u102f\u1010\u102c \u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u101e\u1018\u1031\u102c\u1015\u1031\u102b\u1000\u103a\u101e\u103d\u102c\u1038\u1000\u103c\u1015\u102b\u1015\u103c\u102e\u104b \u1012\u102e\u1014\u1031\u101b\u102c\u1019\u103e\u102c \u1014\u1031\u102c\u1000\u103a\u1000\u103b\u1000\u103b\u1014\u103a\u1001\u1032\u1037\u101b\u1004\u103a \u101c\u1031\u102c\u1000\u1000\u103c\u102e\u1038\u1011\u1032\u1000\u1014\u1031 \u1016\u101a\u103a\u1011\u102f\u1010\u103a\u1001\u1036\u101b\u1016\u102d\u102f\u1037\u1015\u1032 \u101b\u103e\u102d\u1015\u102b\u1010\u1031\u102c\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* Google \u1000 Gemini \u1000\u102d\u102f \u1021\u1019\u103c\u1014\u103a\u1006\u102f\u1036\u1038\u1011\u102f\u1010\u103a\u101c\u102c\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* OpenAI \u1000 \u1011\u103d\u1000\u103a\u101e\u103d\u102c\u1038\u1010\u1032\u1037\u101e\u1030\u1010\u103d\u1031 \u1005\u102f\u1015\u103c\u102e\u1038 Anthropic \u1000\u102d\u102f \u1010\u100a\u103a\u1011\u1031\u102c\u1004\u103a\u1000\u102c Claude \u1000\u102d\u102f \u1011\u102f\u1010\u103a\u101c\u102c\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* Meta \u1000 Yann LeCun \u1026\u1038\u1006\u1031\u102c\u1004\u103a\u1015\u103c\u102e\u1038 Open-source \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u101b\u103d\u1031\u1038\u1000\u102c LLaMA \u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* Elon Musk \u1000\u101c\u100a\u103a\u1038 xAI \u1000\u102d\u102f \u1011\u1031\u102c\u1004\u103a\u1015\u103c\u102e\u1038 Grok \u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1010\u101b\u102f\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u1004\u1036\u1018\u1000\u103a\u1019\u103e\u102c\u101c\u100a\u103a\u1038 Baidu, Alibaba, ByteDance, Tencent \u1005\u1010\u1032\u1037 \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1010\u103d\u1031\u1000 \u101e\u1030\u1010\u102d\u102f\u1037\u101b\u1032\u1037 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1000\u103c\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1042\u1040\u1042\u1045 \u1021\u1005\u1031\u102c\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c\u1006\u102d\u102f\u101b\u1004\u103a \u1000\u102f\u1014\u103a\u1000\u103b\u1005\u101b\u102d\u1010\u103a \u1021\u101c\u103d\u1014\u103a\u101e\u1000\u103a\u101e\u102c\u1005\u103d\u102c\u1014\u1032\u1037 \u1010\u1005\u103a\u1000\u1019\u1039\u1018\u102c\u101c\u102f\u1036\u1038\u1000 AI \u101c\u1031\u102c\u1000\u1000\u102d\u102f \u1021\u1036\u1037\u1021\u102c\u1038\u101e\u1004\u1037\u103a\u1005\u1031\u1001\u1032\u1037\u1015\u103c\u102e\u1038 Nvidia \u101b\u1032\u1037 \u1005\u1010\u1031\u102c\u1037\u101b\u103e\u101a\u103a\u101a\u102c\u1008\u1031\u1038\u1000\u102d\u102f\u1010\u1031\u102c\u1004\u103a \u1011\u102d\u102f\u1038\u1000\u103b\u101e\u103d\u102c\u1038\u1005\u1031\u1001\u1032\u1037\u1010\u1032\u1037 DeepSeek \u1006\u102d\u102f\u1010\u102c \u1015\u1031\u102b\u103a\u101c\u102c\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1021\u1032\u1012\u102e\u1000\u102c\u101c\u1010\u103d\u1031\u1019\u103e\u102c\u1006\u102d\u102f\u101b\u1004\u103a \u101e\u102f\u1036\u1038\u101c\u1031\u1038\u101b\u1000\u103a\u1014\u1031\u1010\u102d\u102f\u1004\u103a\u1038 \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1010\u1005\u103a\u1001\u102f\u1000 \u1011\u103d\u1000\u103a\u101c\u102c\u1015\u103c\u102e\u1038 &#8220;\u1004\u102b\u1010\u102d\u102f\u1037 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1000 \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u1015\u1032&#8221; \u1006\u102d\u102f\u1015\u103c\u102e\u1038 Benchmark \u101b\u101c\u1012\u103a\u1010\u103d\u1031 \u1011\u102f\u1010\u103a\u1015\u103c\u1014\u1031\u1000\u103c\u1010\u102c \u1010\u103d\u1031\u1037\u101b\u1019\u103e\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>Agent \u1019\u103b\u102c\u1038\u104a \u1014\u1031\u101b\u102c\u101c\u1015\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1009\u102c\u100f\u103a\u101b\u100a\u103a (Spatial Intelligence) \u1014\u103e\u1004\u1037\u103a \u1005\u1000\u103a\u101b\u102f\u1015\u103a\u1019\u103b\u102c\u1038 (Embodied AI)<\/p>\n\n\n\n<p>\u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a AI \u101f\u102c \u1005\u1000\u102c\u1038\u1015\u103c\u1031\u102c\u1010\u1010\u103a\u101b\u102f\u1036\u1014\u1032\u1037 \u1019\u101b\u1015\u103a\u1010\u1014\u1037\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u1018\u1030\u1038\u104b \u1019\u103b\u102c\u1038\u1019\u1000\u103c\u102c\u1019\u102e\u1019\u103e\u102c\u1015\u1032 \u101e\u1030\u101f\u102c \u1019\u103b\u1000\u103a\u1005\u102d\u104a \u1014\u102c\u1038\u104a \u1014\u103e\u102c\u1001\u1031\u102b\u1004\u103a\u1038 \u1005\u1010\u1032\u1037 \u1021\u102c\u101b\u102f\u1036\u1001\u1036\u1005\u102c\u1038\u1019\u103e\u102f\u1010\u103d\u1031 \u101b\u101b\u103e\u102d\u101c\u102c\u1015\u102b\u1010\u101a\u103a\u104b (Multimodality \u101c\u102d\u102f\u1037 \u1001\u1031\u102b\u103a\u1015\u102b\u1010\u101a\u103a)\u104b GPT, Gemini, Claude \u1010\u103d\u1031\u1000 \u1015\u102f\u1036\u1010\u103d\u1031\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101c\u102c\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u104b Sora, Kling \u1010\u102d\u102f\u1037\u101c\u102d\u102f \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u103d\u1031\u1000 \u1005\u102c\u101e\u102c\u1038\u1000\u1014\u1031 \u101b\u102f\u1015\u103a\u101b\u103e\u1004\u103a\u1021\u1006\u1004\u1037\u103a\u1019\u102e \u1017\u102e\u1012\u102e\u101a\u102d\u102f\u1010\u103d\u1031 \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u104b Midjourney \u1010\u102d\u102f\u1037\u1000 \u101c\u1030\u1010\u102d\u102f\u1004\u103a\u1038\u1000\u102d\u102f \u1015\u1014\u103a\u1038\u1001\u103b\u102e\u1006\u101b\u102c \u1016\u103c\u1005\u103a\u1005\u1031\u1001\u1032\u1037\u1010\u101a\u103a\u104b \u1021\u101e\u1036\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u103d\u1031\u1000 \u1001\u1036\u1005\u102c\u1038\u1001\u103b\u1000\u103a \u1021\u1015\u103c\u100a\u1037\u103a\u1021\u101d\u1015\u102b\u1010\u1032\u1037 \u1021\u101e\u1036\u1010\u103d\u1031\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u101c\u102c\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u104b \u1021\u101b\u1004\u103a\u1000 \u1005\u102c\u101b\u102d\u102f\u1000\u103a\u1010\u1010\u103a\u1010\u1032\u1037 \u1026\u1038\u1014\u103e\u1031\u102c\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102c\u101e\u102c AI \u1000\u1014\u1031 \u1021\u1001\u102f\u1010\u1031\u102c\u1037 \u1019\u103b\u1000\u103a\u1005\u102d\u104a \u1014\u102c\u1038\u104a \u1015\u102b\u1038\u1005\u1015\u103a\u1014\u1032\u1037 \u101c\u1000\u103a\u1010\u103d\u1031\u1015\u102b \u1015\u102b\u101c\u102c\u1015\u102b\u1015\u103c\u102e\u104b<\/p>\n\n\n\n<p>\u1042\u1040\u1042\u1044\u104a \u1042\u1040\u1042\u1045 \u1001\u102f\u1014\u103e\u1005\u103a\u1010\u103d\u1031\u1019\u103e\u102c\u1010\u1031\u102c\u1037 \u1021\u102c\u1038\u101c\u102f\u1036\u1038\u101b\u1032\u1037 \u1021\u102c\u101b\u102f\u1036\u1005\u102d\u102f\u1000\u103a\u1019\u103e\u102f\u101f\u102c Agent (\u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u101c\u103e\u101a\u103a\u1005\u1014\u1005\u103a) \u1010\u103d\u1031\u1006\u102e \u101b\u1031\u102c\u1000\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u1010\u101a\u103a\u104b \u1021\u101b\u1004\u103a\u1000 ChatGPT \u1000\u102d\u102f \u101e\u102f\u1036\u1038\u101b\u1004\u103a \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1019\u1031\u1038\u104a \u1021\u1016\u103c\u1031\u1010\u1005\u103a\u1001\u102f\u101b\u1010\u1032\u1037 \u1015\u102f\u1036\u1005\u1036\u1015\u102b\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a Agent \u1010\u103d\u1031\u1000\u1000\u103b\u1010\u1031\u102c\u1037 \u101e\u1004\u103a\u1000 \u101b\u100a\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1014\u1032\u1037 \u101e\u1030\u1000\u102d\u102f\u101a\u103a\u1010\u102d\u102f\u1004\u103a \u1021\u101c\u102f\u1015\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1010\u101a\u103a\u104a \u1018\u101b\u1031\u102c\u1000\u103a\u1007\u102c\u1016\u103d\u1004\u1037\u103a\u1015\u103c\u102e\u1038 \u101e\u1010\u1004\u103a\u1038\u1021\u1001\u103b\u1000\u103a\u1021\u101c\u1000\u103a \u101b\u103e\u102c\u1010\u101a\u103a\u104a \u1000\u102f\u1012\u103a\u1010\u103d\u1031 \u101b\u1031\u1038\u1010\u101a\u103a\u104a Tools \u1010\u103d\u1031 \u101e\u102f\u1036\u1038\u1015\u103c\u102e\u1038 \u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038 \u1015\u103c\u102e\u1038\u1019\u103c\u1031\u102c\u1000\u103a\u101e\u103d\u102c\u1038\u1010\u1032\u1037 \u101b\u101c\u1012\u103a\u1000\u102d\u102f \u101e\u1004\u1037\u103a\u1006\u102e \u101a\u1030\u101c\u102c\u1015\u1031\u1038\u1010\u102c\u1015\u102b\u104b<\/p>\n\n\n\n<p>\u1025\u1015\u1019\u102c- \u101c\u1031\u101a\u102c\u1009\u103a\u101c\u1000\u103a\u1019\u103e\u1010\u103a \u101d\u101a\u103a\u1001\u102d\u102f\u1004\u103a\u1038\u101b\u1004\u103a \u1021\u101b\u1004\u103a\u1000 AI \u1000 \u101c\u1031\u101a\u102c\u1009\u103a\u1001\u101b\u102e\u1038\u1005\u1009\u103a\u1010\u103d\u1031\u1015\u1032 \u1021\u1000\u103c\u1036\u1015\u103c\u102f\u1015\u102b\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b \u1021\u1001\u102f Agent \u1010\u103d\u1031\u1000 \u101e\u1030\u1037\u1018\u102c\u101e\u102c\u101e\u1030 \u101d\u1000\u103a\u1018\u103a\u1006\u102d\u102f\u1000\u103a\u1011\u1032\u101d\u1004\u103a\u1019\u101a\u103a\u104a \u1008\u1031\u1038\u1014\u103e\u102f\u1014\u103a\u1038\u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u1019\u101a\u103a\u104a \u1019\u101d\u101a\u103a\u1001\u1004\u103a \u101e\u1004\u1037\u103a\u1000\u102d\u102f \u1021\u1010\u100a\u103a\u1015\u103c\u102f\u1001\u102d\u102f\u1004\u103a\u1038\u1019\u101a\u103a\u104a \u1015\u103c\u102e\u1038\u101b\u1004\u103a \u101e\u1030\u1037\u1018\u102c\u101e\u102c\u101e\u1030 \u1004\u103d\u1031\u1015\u1031\u1038\u1001\u103b\u1031\u1015\u103c\u102e\u1038 \u101e\u1004\u1037\u103a\u1006\u102e \u1021\u102e\u1038\u1019\u1031\u1038\u101c\u103a \u1015\u102d\u102f\u1037\u1015\u1031\u1038\u1015\u102b\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b \u101e\u1004\u1037\u103a\u101b\u1032\u1037 \u1021\u1001\u1014\u103a\u1038\u1000\u100f\u1039\u100d\u1000 &#8220;\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1030&#8221; \u1000\u1014\u1031 &#8220;\u101e\u1030\u100c\u1031\u1038&#8221; \u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101e\u103d\u102c\u1038\u1015\u102b\u1015\u103c\u102e\u104b<\/p>\n\n\n\n<p>AI \u1000 \u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u103d\u1031\u1014\u1032\u1037\u1015\u1032 \u1021\u1015\u103c\u102d\u102f\u1004\u103a\u1021\u1006\u102d\u102f\u1004\u103a \u101c\u102f\u1015\u103a\u1014\u1031\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c \u101e\u102d\u1015\u1039\u1015\u1036\u1015\u100a\u102c\u101b\u103e\u1004\u103a \u1016\u1031\u1016\u1031\u101c\u102e (Fei-Fei Li) \u1000 \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u101e\u1005\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1026\u1038\u1010\u100a\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u1010\u101a\u103a\u104b \u1042\u1040\u1042\u1045 \u1001\u102f\u1014\u103e\u1005\u103a\u1019\u103e\u102c \u101e\u1030\u1019\u101f\u102c World Labs \u1006\u102d\u102f\u1010\u1032\u1037 \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1021\u101e\u1005\u103a\u1000\u102d\u102f \u1010\u100a\u103a\u1011\u1031\u102c\u1004\u103a\u1015\u103c\u102e\u1038 Spatial Intelligence (\u1014\u1031\u101b\u102c\u101c\u1015\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1009\u102c\u100f\u103a\u101b\u100a\u103a) \u1006\u102d\u102f\u1010\u1032\u1037 \u1021\u101a\u1030\u1021\u1006\u1000\u102d\u102f \u1019\u102d\u1010\u103a\u1006\u1000\u103a\u1001\u1032\u1037\u1015\u102b\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u101e\u1030\u1019 \u1015\u103c\u1031\u102c\u1001\u1032\u1037\u1010\u1032\u1037 \u1005\u1000\u102c\u1038\u1010\u1005\u103a\u1001\u103d\u1014\u103a\u1038\u1000 \u1021\u101b\u1019\u103a\u1038\u1011\u102d\u1019\u102d\u1015\u102b\u1010\u101a\u103a\u104b &#8220;\u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u1006\u102d\u102f\u1010\u102c \u101c\u1030\u101e\u102c\u1038\u1010\u103d\u1031\u101b\u1032\u1037 \u1010\u102e\u1011\u103d\u1004\u103a\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u1015\u1031\u1019\u101a\u1037\u103a\u104a \u1014\u1031\u101b\u102c\u101c\u1015\u103a (Space) \u1006\u102d\u102f\u1010\u102c\u1000\u1010\u1031\u102c\u1037 \u1010\u102e\u1011\u103d\u1004\u103a\u1019\u103e\u102f \u1019\u101f\u102f\u1010\u103a\u1018\u1030\u1038\u104b&#8221;<\/p>\n\n\n\n<p>\u101c\u1000\u103a\u101b\u103e\u102d \u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1010\u103d\u1031\u1000 \u1021\u101b\u1019\u103a\u1038\u1010\u1031\u102c\u103a\u1015\u1031\u1019\u101a\u1037\u103a \u101e\u1030\u1010\u102d\u102f\u1037\u101f\u102c \u1005\u102c\u101e\u102c\u1038\u1010\u103d\u1031\u1011\u1032\u1019\u103e\u102c\u1015\u1032 \u101b\u103e\u1004\u103a\u101e\u1014\u103a\u1014\u1031\u1010\u102c\u1015\u102b\u104b &#8220;\u1000\u103c\u1031\u102c\u1004\u103a\u101c\u1031\u1038 \u1005\u102c\u1038\u1015\u103d\u1032\u1015\u1031\u102b\u103a\u1019\u103e\u102c \u1011\u102d\u102f\u1004\u103a\u1014\u1031\u1010\u101a\u103a&#8221; \u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u101e\u1030\u1010\u102d\u102f\u1037\u1014\u102c\u1038\u101c\u100a\u103a\u1010\u102c\u1000 \u1005\u102c\u101e\u102c\u1038\u1010\u103d\u1031\u101b\u1032\u1037 \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103c\u1031 (Statistical Rules) \u1010\u103d\u1031\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u1015\u102b\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1010\u1000\u101a\u1037\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1000 \u1005\u102c\u101e\u102c\u1038\u1010\u103d\u1031\u1019\u101f\u102f\u1010\u103a\u1018\u1032 3D \u1016\u103c\u1005\u103a\u1014\u1031\u1015\u102b\u1010\u101a\u103a\u104b \u1006\u103d\u1032\u1004\u1004\u103a\u1021\u102c\u1038\u101b\u103e\u102d\u1010\u101a\u103a\u104a \u101b\u1030\u1015\u1017\u1031\u1012 \u1014\u102d\u101a\u102c\u1019\u1010\u103d\u1031\u101b\u103e\u102d\u1010\u101a\u103a\u104a \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u1000\u103b\u102d\u102f\u1038 \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1010\u103d\u1031 \u101b\u103e\u102d\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1000\u103c\u1031\u102c\u1004\u1037\u103a AI \u1000 \u1010\u1000\u101a\u103a\u101c\u102d\u102f\u1037 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1014\u1032\u1037 \u1011\u102d\u1010\u103d\u1031\u1037\u1006\u1000\u103a\u1006\u1036\u1015\u103c\u102e\u1038 \u1000\u102c\u1038\u1019\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u1004\u103a\u1010\u101a\u103a\u104a \u1001\u103d\u1032\u1005\u102d\u1010\u103a\u1019\u103e\u102f \u101c\u102f\u1015\u103a\u1001\u103b\u1004\u103a\u1010\u101a\u103a\u104a \u1015\u1005\u1039\u1005\u100a\u103a\u1038\u1010\u103d\u1031 \u101e\u101a\u103a\u1001\u103b\u1004\u103a\u1010\u101a\u103a\u104a \u101e\u1000\u103a\u1000\u103c\u102e\u1038\u101b\u103d\u101a\u103a\u1021\u102d\u102f\u1010\u103d\u1031\u1000\u102d\u102f \u1015\u103c\u102f\u1005\u102f\u1001\u103b\u1004\u103a\u1010\u101a\u103a\u1006\u102d\u102f\u101b\u1004\u103a \u1014\u1031\u101b\u102c\u101c\u1015\u103a (Space) \u1000\u102d\u102f \u1021\u101b\u1004\u103a\u1006\u102f\u1036\u1038 \u1014\u102c\u1038\u101c\u100a\u103a\u1016\u102d\u102f\u1037 \u101c\u102d\u102f\u1015\u102b\u1010\u101a\u103a\u104b \u1012\u102b\u1000\u103c\u1031\u102c\u1004\u1037\u103a Spatial Intelligence \u1006\u102d\u102f\u1010\u102c AI \u1000\u102d\u102f \u1000\u101c\u1031\u1038\u1004\u101a\u103a\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101c\u102d\u102f \u101e\u102f\u1036\u1038\u1016\u1000\u103a\u1019\u103c\u1004\u103a \u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1000\u102d\u102f \u1010\u1000\u101a\u103a \u1001\u1036\u1005\u102c\u1038\u1014\u102c\u1038\u101c\u100a\u103a\u1005\u1031\u1010\u102c \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1012\u102b\u101f\u102c \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a \u101b\u1004\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u1019\u101a\u1037\u103a \u1005\u102d\u1014\u103a\u1001\u1031\u102b\u103a\u1019\u103e\u102f\u1000\u103c\u102e\u1038\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>Spatial Intelligence \u1000\u1014\u1031 \u101b\u103e\u1031\u1037\u1010\u1005\u103a\u101c\u103e\u1019\u103a\u1038 \u1011\u1015\u103a\u1010\u102d\u102f\u1038\u101c\u102d\u102f\u1000\u103a\u101b\u1004\u103a Embodied AI (\u101b\u102f\u1015\u103a\u101c\u102f\u1036\u1038\u1015\u1031\u102b\u103a \u1009\u102c\u100f\u103a\u101b\u100a\u103a \/ \u1000\u102d\u102f\u101a\u103a\u1011\u100a\u103a\u101b\u103e\u102d\u101e\u1031\u102c AI) \u1000\u102d\u102f \u101b\u1031\u102c\u1000\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u1015\u103c\u102e\u104b \u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1031\u102c\u101b\u101b\u1004\u103a AI \u1000\u102d\u102f \u1005\u1000\u103a\u101b\u102f\u1015\u103a\u101b\u1032\u1037 \u1000\u102d\u102f\u101a\u103a\u1011\u100a\u103a\u1011\u1032 \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u102c\u1015\u102b\u104b Tesla \u101b\u1032\u1037 Optimus, Figure AI \u101b\u1032\u1037 Figure 01 \u1010\u102d\u102f\u1037\u101c\u102d\u102f \u101c\u1030\u101e\u102c\u1038\u1015\u102f\u1036\u1005\u1036 \u1005\u1000\u103a\u101b\u102f\u1015\u103a (Humanoid Robot) \u1015\u103c\u102d\u102f\u1004\u103a\u1015\u103d\u1032\u101f\u102c \u100a\u1010\u103d\u1004\u103a\u1038\u1001\u103b\u1004\u103a\u1038\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u1005\u103d\u1019\u103a\u1038\u1021\u1004\u103a\u101e\u102f\u1036\u1038 \u1000\u102c\u1038\u101e\u1005\u103a\u1010\u103d\u1031 \u1001\u1031\u1010\u103a\u1011\u1000\u103a\u1010\u1031\u102c\u1004\u103a \u1015\u102d\u102f\u1015\u103c\u102e\u1038 \u1021\u1015\u103c\u102d\u102f\u1004\u103a\u1021\u1006\u102d\u102f\u1004\u103a \u1015\u103c\u1004\u103a\u1038\u1011\u1014\u103a\u101c\u102c\u1015\u102b\u1010\u1031\u102c\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1018\u102c\u101c\u102d\u102f\u1037 \u101c\u1030\u1010\u102d\u102f\u1004\u103a\u1038\u1000 \u1005\u1000\u103a\u101b\u102f\u1015\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u101b\u102f\u1010\u103a\u1010\u101b\u1000\u103a \u1021\u1015\u103c\u102d\u102f\u1004\u103a\u101c\u102f\u1015\u103a\u101c\u102c\u1000\u103c\u1010\u102c\u101c\u1032\u104b \u1018\u102c\u101c\u102d\u102f\u1037\u101c\u1032\u1006\u102d\u102f\u1010\u1031\u102c\u1037 Large Model \u1010\u103d\u1031\u1000 \u1026\u1038\u1014\u103e\u1031\u102c\u1000\u103a\u1015\u103c\u103f\u1014\u102c\u1000\u102d\u102f \u1016\u103c\u1031\u101b\u103e\u1004\u103a\u1038\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1015\u103c\u102e\u1019\u102d\u102f\u1037\u101c\u102d\u102f\u1037\u1015\u102b\u104b \u1021\u1001\u102f \u1021\u101c\u102d\u102f\u1021\u1015\u103a\u1006\u102f\u1036\u1038\u1021\u101b\u102c\u1000 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u101c\u103e\u102f\u1015\u103a\u101b\u103e\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u1019\u101a\u1037\u103a &#8220;\u1001\u1014\u1039\u1013\u102c\u1000\u102d\u102f\u101a\u103a&#8221; \u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>\u1005\u1009\u103a\u1038\u1005\u102c\u1038\u1000\u103c\u100a\u1037\u103a\u1015\u102b\u104b \u1005\u1000\u103a\u101b\u102f\u1015\u103a\u1010\u1005\u103a\u101b\u102f\u1015\u103a\u1000 \u101e\u1004\u103a\u1015\u103c\u1031\u102c\u1010\u102c\u1010\u103d\u1031\u1000\u102d\u102f \u1014\u102c\u1038\u101c\u100a\u103a\u1010\u101a\u103a\u104a \u1015\u1010\u103a\u101d\u1014\u103a\u1038\u1000\u103b\u1004\u103a\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u104a \u1010\u102c\u101d\u1014\u103a\u1010\u103d\u1031\u1000\u102d\u102f \u101e\u1030\u1037\u1018\u102c\u101e\u102c\u101e\u1030 \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u104a \u101e\u1030\u1037\u101c\u1000\u103a\u1014\u1032\u1037 \u1021\u101c\u102f\u1015\u103a\u1010\u103d\u1031 \u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u1010\u101a\u103a\u1006\u102d\u102f\u101b\u1004\u103a&#8230; \u1012\u102b\u101f\u102c \u1041\u1049\u1045\u1040 \u1001\u102f\u1014\u103e\u1005\u103a\u1000 \u1021\u101c\u1014\u103a \u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038 \u1019\u1031\u1038\u1001\u1032\u1037\u1010\u1032\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u101b\u1032\u1037 \u1021\u1019\u103c\u1004\u1037\u103a\u1006\u102f\u1036\u1038 \u1021\u1016\u103c\u1031 (Ultimate Form) \u1019\u101f\u102f\u1010\u103a\u1018\u1030\u1038\u101c\u102c\u1038\u104b<\/p>\n\n\n\n<p>\u1014\u102d\u1002\u102f\u1036\u1038\u1001\u103b\u102f\u1015\u103a &#8211; \u1047\u1045 \u1014\u103e\u1005\u103a\u1010\u102c \u101c\u1000\u103a\u1006\u1004\u1037\u103a\u1000\u1019\u103a\u1038 \u1015\u103c\u1031\u1038\u1015\u103d\u1032<\/p>\n\n\n\n<p>\u1012\u102e\u101e\u1019\u102d\u102f\u1004\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u1014\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u1004\u103a AI \u1006\u102d\u102f\u1010\u102c \u1047\u1045 \u1014\u103e\u1005\u103a\u1010\u102c \u1000\u103c\u102c\u1019\u103c\u1004\u1037\u103a\u1001\u1032\u1037\u1010\u1032\u1037 \u101c\u1000\u103a\u1006\u1004\u1037\u103a\u1000\u1019\u103a\u1038 \u1015\u103c\u1031\u1038\u1015\u103d\u1032\u1000\u103c\u102e\u1038 \u1010\u1005\u103a\u1001\u102f\u1015\u102b\u104b<\/p>\n\n\n\n<p>* \u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038\u1000 &#8220;\u1005\u1000\u103a\u1010\u103d\u1031 \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u101c\u102c\u1038&#8221; \u1006\u102d\u102f\u1010\u1032\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1014\u1032\u1037 \u1005\u1010\u1004\u103a\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1019\u1000\u103a\u1000\u102c\u101e\u102e\u1000 \u1012\u102e\u1015\u100a\u102c\u101b\u1015\u103a\u1000\u102d\u102f \u1014\u102c\u1019\u100a\u103a\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1015\u1011\u1019 \u1019\u103b\u102d\u102f\u1038\u1006\u1000\u103a \u1014\u103e\u1005\u103a\u1006\u1000\u103a\u1000 \u1006\u1031\u102c\u1004\u103a\u1038\u101b\u102c\u101e\u102e \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u103c\u1010\u103a\u101e\u1014\u103a\u1038\u101b\u1004\u103a\u1038 \u1018\u101a\u103a\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000 \u1021\u101c\u102f\u1015\u103a\u1019\u1016\u103c\u1005\u103a\u1018\u1030\u1038\u101c\u1032\u1006\u102d\u102f\u1010\u102c \u101e\u1000\u103a\u101e\u1031\u1015\u103c\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u101f\u1004\u103a\u1010\u1014\u103a (Hinton) \u1000 Deep Learning \u1006\u102d\u102f\u1010\u1032\u1037 \u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1021\u1019\u103e\u102d\u102f\u1000\u103a\u1015\u102f\u1036\u1011\u1032\u1000\u1014\u1031 \u1006\u103d\u1032\u1011\u102f\u1010\u103a\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u101a\u1014\u103a\u101c\u1000\u103a\u1000\u103d\u1014\u103a\u1038 (LeCun) \u1000 Neural Network \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1000\u1019\u1039\u1018\u102c\u1011\u1032 \u101b\u1031\u102c\u1000\u103a\u101c\u102c\u1005\u1031\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* \u1016\u1031\u1016\u1031\u101c\u102e (Fei-Fei Li) \u1000 ImageNet \u1014\u1032\u1037 \u1010\u1005\u103a\u1000\u1019\u1039\u1018\u102c\u101c\u102f\u1036\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u1037\u1000\u103b\u1004\u1037\u103a\u101b\u1031\u1038\u1000\u103d\u1004\u103a\u1038\u1000\u103c\u102e\u1038 \u1010\u100a\u103a\u1006\u1031\u102c\u1000\u103a\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* Nvidia \u1000 GPU \u1014\u1032\u1037 CUDA \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1015\u103c\u102e\u1038 AI \u1001\u1031\u1010\u103a\u1021\u1010\u103d\u1000\u103a \u101c\u103b\u103e\u1015\u103a\u1005\u1005\u103a\u1019\u102e\u1038\u1014\u1032\u1037 \u1019\u102e\u1038\u101b\u1011\u102c\u1038\u101c\u1019\u103a\u1038\u1010\u103d\u1031\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* DeepMind \u101b\u1032\u1037 AlphaGo \u1000 AI \u1006\u102d\u102f\u1010\u102c \u1000\u1005\u102c\u1038\u1005\u101b\u102c \u1019\u101f\u102f\u1010\u103a\u1010\u1031\u102c\u1037\u1018\u1030\u1038\u1006\u102d\u102f\u1010\u102c \u1000\u1019\u1039\u1018\u102c\u1000\u102d\u102f \u1015\u103c\u101e\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* Google \u101b\u1032\u1037 Transformer \u1000 Large Model \u1010\u103d\u1031\u1021\u1010\u103d\u1000\u103a \u1021\u102f\u1010\u103a\u1019\u103c\u1005\u103a\u1001\u103b\u1015\u1031\u1038\u1001\u1032\u1037\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>* OpenAI \u101b\u1032\u1037 GPT \u1014\u1032\u1037 ChatGPT \u1000 AI \u1000\u102d\u102f \u1014\u1010\u103a\u1018\u102f\u101b\u102c\u1038\u1005\u1004\u103a\u1015\u1031\u102b\u103a\u1000\u1014\u1031 \u1006\u103d\u1032\u1001\u103b\u1015\u103c\u102e\u1038 \u101c\u1030\u1010\u102d\u102f\u1004\u103a\u1038\u101b\u1032\u1037 \u101c\u1000\u103a\u1000\u102d\u102f\u1004\u103a\u1016\u102f\u1014\u103a\u1038\u1011\u1032 \u1011\u100a\u1037\u103a\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1010\u101a\u103a\u104b<\/p>\n\n\n\n<p>\u1021\u1001\u102f\u1021\u1001\u103b\u102d\u1014\u103a\u1019\u103e\u102c\u1010\u1031\u102c\u1037 \u1014\u100a\u103a\u1038\u1015\u100a\u102c \u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1000\u103c\u102e\u1038\u1010\u103d\u1031\u101b\u1032\u1037 \u1021\u1015\u103c\u102d\u102f\u1004\u103a\u1021\u1006\u102d\u102f\u1004\u103a \u1000\u103c\u102d\u102f\u1038\u1015\u1019\u103a\u1038\u1019\u103e\u102f\u1010\u103d\u1031\u1000\u103c\u1031\u102c\u1004\u1037\u103a AI \u101f\u102c \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1006\u1031\u102c\u1000\u103a\u1021\u1021\u102f\u1036 (Infrastructure) \u1021\u101e\u1005\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u101c\u102c\u1014\u1031\u1015\u102b\u1015\u103c\u102e\u104b Agent \u1010\u103d\u1031\u1000 AI \u1000\u102d\u102f \u101c\u1000\u103a\u1014\u1032\u1037 \u1001\u103c\u1031\u1011\u1031\u102c\u1000\u103a\u1010\u103d\u1031 \u1010\u1015\u103a\u1006\u1004\u103a\u1015\u1031\u1038\u101c\u102d\u102f\u1000\u103a\u1015\u103c\u102e\u1038\u104a Spatial Intelligence \u1014\u1032\u1037 Embodied AI \u1010\u103d\u1031\u1000 AI \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037 \u101b\u1030\u1015\u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1011\u1032\u1000\u102d\u102f \u101d\u1004\u103a\u101b\u1031\u102c\u1000\u103a\u101c\u102c\u1005\u1031\u1015\u102b\u1015\u103c\u102e\u104b<\/p>\n\n\n\n<p>\u1041\u1049\u1045\u1040 \u1001\u102f\u1014\u103e\u1005\u103a\u1000 \u1000\u103b\u1030\u1038\u101b\u1004\u103a\u1038 \u1019\u1031\u1038\u1001\u1032\u1037\u1010\u1032\u1037 &#8220;\u1005\u1000\u103a\u1010\u103d\u1031 \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u101c\u102c\u1038&#8221; \u1006\u102d\u102f\u1010\u1032\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1000\u102d\u102f \u1012\u102e\u1014\u1031\u1037\u1021\u1011\u102d \u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037 \u1016\u103c\u1031\u1014\u1031\u1000\u103c\u1006\u1032\u1015\u102b\u104b \u1012\u102b\u1015\u1031\u1019\u101a\u1037\u103a \u1021\u1001\u102f \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1000 &#8220;\u1005\u1000\u103a\u1010\u103d\u1031 \u1005\u1000\u102c\u1038\u1015\u103c\u1031\u102c\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1031\u102c\u1004\u103a\u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1019\u101c\u102c\u1038&#8221; \u1006\u102d\u102f\u1010\u102c \u1019\u101f\u102f\u1010\u103a\u1010\u1031\u102c\u1037\u1015\u102b\u1018\u1030\u1038\u104b<\/p>\n\n\n\n<p>\u1012\u102e\u1014\u1031\u1037\u1001\u1031\u1010\u103a \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1010\u103d\u1031\u1000 &#8220;\u101e\u1030 \u1000\u1019\u1039\u1018\u102c\u1000\u103c\u102e\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u1015\u103c\u102e\u1038 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\u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037 \u1018\u102c\u1006\u1000\u103a\u101c\u102f\u1015\u103a\u1000\u103c\u1019\u101c\u1032&#8221; \u1006\u102d\u102f\u1010\u102c\u1010\u103d\u1031 \u1016\u103c\u1005\u103a\u101c\u102c\u1015\u102b\u1015\u103c\u102e\u104b<\/p>\n\n\n\n<p>\u101c\u103d\u1014\u103a\u1001\u1032\u1037\u1010\u1032\u1037 \u1047\u1045 \u1014\u103e\u1005\u103a\u1000 \u1012\u102e\u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1010\u103d\u1031\u101f\u102c \u1005\u102c\u1010\u1019\u103a\u1038\u1010\u103d\u1031\u1011\u1032\u1000 \u1005\u102d\u1010\u103a\u1000\u1030\u1038\u101a\u1009\u103a \u1021\u1004\u103c\u1004\u103a\u1038\u1015\u103d\u102c\u1038\u1019\u103e\u102f\u1010\u103d\u1031 \u101e\u1000\u103a\u101e\u1000\u103a\u1015\u102b\u104b \u1012\u102e\u1014\u1031\u1037\u1019\u103e\u102c\u1010\u1031\u102c\u1037 \u1012\u102b\u1010\u103d\u1031\u101f\u102c \u101c\u1030\u1010\u102d\u102f\u1004\u103a\u1038\u101b\u1032\u1037 \u1016\u102f\u1014\u103a\u1038\u104a \u1000\u103d\u1014\u103a\u1015\u103b\u1030\u1010\u102c\u1014\u1032\u1037 \u101c\u102f\u1015\u103a\u1004\u1014\u103a\u1038\u1001\u103d\u1004\u103a\u1010\u102d\u102f\u1004\u103a\u1038\u1019\u103e\u102c \u1016\u103c\u1005\u103a\u1015\u103b\u1000\u103a\u1014\u1031\u1010\u1032\u1037 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1018\u101d\u1010\u103d\u1031 \u1016\u103c\u1005\u103a\u1014\u1031\u1015\u102b\u1015\u103c\u102e\u104b AI \u1006\u102d\u102f\u1010\u102c \u101c\u1030\u101e\u102c\u1038\u1010\u1005\u103a\u101b\u1015\u103a\u101c\u102f\u1036\u1038\u1000 \u1047\u1045 \u1014\u103e\u1005\u103a\u1000\u103c\u102c \u1021\u1001\u103b\u102d\u1014\u103a\u101a\u1030\u1015\u103c\u102e\u1038 \u1019\u103b\u1000\u103a\u1005\u102d\u104a \u1014\u102c\u1038\u104a \u1015\u102b\u1038\u1005\u1015\u103a\u104a \u1026\u1038\u1014\u103e\u1031\u102c\u1000\u103a\u1014\u1032\u1037 \u1001\u1014\u1039\u1013\u102c\u1000\u102d\u102f\u101a\u103a 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\u1021\u1011\u1030\u1038\u1006\u1014\u103a\u1038\u1006\u102f\u1036\u1038\u104a \u1005\u102d\u1010\u103a\u101c\u103e\u102f\u1015\u103a\u101b\u103e\u102c\u1038\u1005\u101b\u102c \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u1014\u1032\u1037 \u1021\u1005\u1031\u102c\u1004\u1037\u103a\u1000\u103c\u100a\u1037\u103a\u101e\u1004\u1037\u103a\u1006\u102f\u1036\u1038 \u1006\u101a\u103a\u1005\u102f\u1014\u103e\u1005\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u101c\u102c\u1019\u103e\u102c \u1021\u101e\u1031\u1021\u1001\u103b\u102c\u1015\u102b\u1015\u1032\u104b<\/p>\n\n\n\n<p>&#8220;\u1005\u1000\u103a\u1010\u103d\u1031 \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u101c\u102c\u1038&#8221; \u1006\u102d\u102f\u1010\u102c\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037 \u1006\u1000\u103a\u1019\u1031\u1038\u1014\u1031\u1005\u101b\u102c \u1019\u101c\u102d\u102f\u1010\u1031\u102c\u1037\u1015\u102b\u1018\u1030\u1038\u104b \u1018\u102c\u101c\u102d\u102f\u1037\u101c\u1032\u1006\u102d\u102f\u1010\u1031\u102c\u1037 \u1019\u1031\u1038\u1001\u103d\u1014\u103a\u1038\u1000 \u1021\u1001\u102f\u101c\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101e\u103d\u102c\u1038\u1001\u1032\u1037\u1015\u103c\u102e\u1019\u102d\u102f\u1037\u101c\u102d\u102f\u1037\u1015\u102b\u1015\u1032 &#8211;<\/p>\n\n\n\n<p>&#8220;\u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037 \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038 \u1018\u101a\u103a\u1021\u101b\u102c\u1010\u103d\u1031\u1000\u102d\u102f \u101e\u1030\u1037\u1000\u102d\u102f \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1001\u102d\u102f\u1004\u103a\u1038\u1001\u103b\u1004\u103a\u1010\u102c\u101c\u1032\u104b&#8221;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The 75-year journey of AI began with an imaginary philosophical question. 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