{"id":11284,"date":"2022-02-12T01:49:30","date_gmt":"2022-02-12T01:49:30","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=11284"},"modified":"2022-02-11T02:15:10","modified_gmt":"2022-02-11T02:15:10","slug":"nam-2022-du-bao-ve-cach-thuc-ai-se-tac-dong-den-cac-nganh-cong-nghiep-tren-toan-cau","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nam-2022-du-bao-ve-cach-thuc-ai-se-tac-dong-den-cac-nganh-cong-nghiep-tren-toan-cau-p11284\/","title":{"rendered":"N\u0103m 2022: D\u1ef1 b\u00e1o v\u1ec1 c\u00e1ch th\u1ee9c AI s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ean to\u00e0n c\u1ea7u"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>C\u00f3 m\u1ed9t nh\u1eadn \u0111\u1ecbnh t\u1ed3n t\u1ea1i t\u1eeb l\u00e2u r\u1eb1ng c\u00e1c doanh nghi\u1ec7p t\u1ed1t nh\u1ea5t l\u00e0 doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n m\u1ea1nh trong c\u00e1c giai \u0111o\u1ea1n kh\u00f3 kh\u0103n.\u00a0Kh\u00f4ng nghi ng\u1edd g\u00ec n\u1eefa, \u0111i\u1ec1u \u0111\u00f3 s\u1ebd \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng v\u1edbi c\u00e1c gi\u1edbi h\u1ea1n khi n\u0103m 2022 di\u1ec5n ra c\u00e1c bi\u1ebfn \u0111\u1ed9ng tr\u00ean to\u00e0n c\u1ea7u, v\u1edbi m\u1ee9c \u0111\u1ed9 l\u1edbn.<\/p>\n<p>S\u1ef1 gi\u00e1n \u0111o\u1ea1n chu\u1ed7i cung \u1ee9ng li\u00ean quan \u0111\u1ebfn \u0111\u1ea1i d\u1ecbch \u0111ang \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ecdi th\u1ee9, t\u1eeb s\u1ea3n xu\u1ea5t \u00f4 t\u00f4, \u0111\u1ed3 \u0111i\u1ec7n t\u1eed \u0111\u1ebfn \u0111\u1ed3 ch\u01a1i v\u00e0 gi\u1ea5y v\u1ec7 sinh.\u00a0C\u00f9ng v\u1edbi \u0111\u00f3 l\u00e0 gi\u00e1 l\u01b0\u01a1ng th\u1ef1c to\u00e0n c\u1ea7u \u0111\u00e3 t\u0103ng l\u00ean\u00a0m\u1ee9c cao nh\u1ea5t\u00a0trong h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 khi t\u00ecnh tr\u1ea1ng thi\u1ebfu c\u00f4ng nh\u00e2n, \u0111\u00f3ng c\u1eeda nh\u00e0 m\u00e1y v\u00e0 gi\u00e1 c\u1ea3 nguy\u00ean li\u1ec7u cao \u0111\u00e3\u00a0ph\u00e1 v\u1ee1\u00a0c\u00e1c k\u1ebf ho\u1ea1ch, k\u1ec3 c\u1ea3 nh\u1eefng ho\u1ea1t \u0111\u1ed9ng h\u1eadu c\u1ea7n v\u00e0 d\u1ef1 b\u00e1o ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>N\u0103m ngo\u00e1i, ch\u00fang t\u00f4i \u0111\u00e3 h\u1ecfi m\u1ed9t s\u1ed1 chuy\u00ean gia h\u00e0ng \u0111\u1ea7u t\u1ea1i NVIDIA r\u1eb1ng\u00a0n\u0103m 2021 s\u1ebd mang l\u1ea1i\u00a0\u0111i\u1ec1u g\u00ec cho l\u0129nh v\u1ef1c AI v\u00e0 \u0111i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c.\u00a0H\u1ecd d\u1ef1 \u0111o\u00e1n m\u1ed7i c\u00e1i s\u1ebd chuy\u1ec3n t\u1eeb l\u1eadp k\u1ebf ho\u1ea1ch sang tri\u1ec3n khai th\u1ef1c t\u1ebf khi c\u00e1c doanh nghi\u1ec7p t\u00ecm ki\u1ebfm nh\u1eefng con \u0111\u01b0\u1eddng m\u1edbi \u0111\u1ec3 d\u1ef1 b\u00e1o v\u1ec1 s\u1ea3n ph\u1ea9m, qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u00e0 nghi\u00ean c\u1ee9u khoa h\u1ecdc.<\/p>\n<p>C\u00e1c tin t\u1ee9c trong n\u0103m \u0111\u00e3 ch\u1ee9ng minh h\u1ecd \u0111\u00fang: \u0110\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed trong d\u1ecbp Gi\u00e1ng Sinh, c\u00e1c nh\u00e0 b\u00e1n l\u1ebb nh\u01b0 Home Depot, Target v\u00e0 Walmart \u0111\u00e3\u00a0thu\u00ea\u00a0t\u00e0u ch\u1edf h\u00e0ng c\u1ee7a ri\u00eang h\u1ecd \u0111\u1ec3 chuy\u1ec3n h\u00e0ng \u0111\u1ebfn c\u00e1c c\u1eeda h\u00e0ng tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi. \u0110\u1ec3 \u0111\u1ea9y nhanh t\u1ed1c \u0111\u1ed9 b\u00e1n ra th\u1ecb tr\u01b0\u1eddng, BMW, Ericsson v\u00e0 c\u00e1c c\u00f4ng ty kh\u00e1c \u0111\u00e3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng\u00a0c\u00f4ng ngh\u1ec7 &#8220;digital twin&#8221; \u0111\u1ec3 m\u00f4 ph\u1ecfng m\u00f4i tr\u01b0\u1eddng th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng AI kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf nh\u1eefng t\u00ean tu\u1ed5i l\u1edbn.\u00a0Th\u1eadt v\u1eady, m\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t gi\u1eefa n\u0103m 2021 c\u1ee7a\u00a0PWC\u00a0v\u1edbi h\u01a1n 1.000 doanh nghi\u1ec7p trong ch\u00edn l\u0129nh v\u1ef1c bao g\u1ed3m ng\u00e2n h\u00e0ng, y t\u1ebf v\u00e0 n\u0103ng l\u01b0\u1ee3ng cho th\u1ea5y 86% trong s\u1ed1 h\u1ecd \u0111\u00e3 s\u1eb5n s\u00e0ng bi\u1ebfn AI tr\u1edf th\u00e0nh \u201cc\u00f4ng ngh\u1ec7 ch\u1ee7 \u0111\u1ea1o\u201d.<\/p>\n<p>N\u0103m nay, ch\u00fang t\u00f4i \u0111\u00e3 quay l\u1ea1i g\u1eb7p c\u00e1c chuy\u00ean gia c\u1ee7a m\u00ecnh t\u1ea1i NVIDIA v\u00e0 h\u1ecfi h\u1ecd n\u01a1i n\u00e0o c\u00e1c doanh nghi\u1ec7p s\u1ebd t\u1eadp trung n\u1ed7 l\u1ef1c AI c\u1ee7a m\u00ecnh khi h\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn v\u00e0 t\u00ecm ki\u1ebfm c\u00e1c c\u01a1 h\u1ed9i t\u1ea1o ra doanh thu m\u1edbi.<\/p>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u00fd ki\u1ebfn ti\u00eau bi\u1ec3u:<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77acda28.png\" alt=\"\" \/><\/p>\n<p><em>BRYAN CATANZARO<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch nghi\u00ean c\u1ee9u \u1ee9ng d\u1ee5ng h\u1ecdc s\u00e2u<\/em><\/p>\n<p><strong>Conversational AI:<\/strong>\u00a0N\u0103m ngo\u00e1i, t\u00f4i \u0111\u00e3 d\u1ef1 \u0111o\u00e1n conversational\u00a0AI s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u00e0m cho c\u00e1c tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed tr\u1edf n\u00ean nh\u1eadp vai h\u01a1n b\u1eb1ng c\u00e1ch cho ph\u00e9p t\u01b0\u01a1ng t\u00e1c trong th\u1eddi gian th\u1ef1c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn h\u01b0\u1edbng \u0111\u1ebfn nh\u00e2n v\u1eadt.\u00a0N\u0103m nay, conversational AI l\u00e0 t\u1ea5t c\u1ea3.<\/p>\n<p>C\u00e1c c\u00f4ng ty s\u1ebd ch\u1ea1y \u0111ua \u0111\u1ec3 tri\u1ec3n khai c\u00e1c c\u00f4ng c\u1ee5 conversational AI m\u1edbi cho ph\u00e9p ch\u00fang ta l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng k\u1ef9 thu\u1eadt x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP).\u00a0T\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 tr\u1edf n\u00ean truy\u1ec1n c\u1ea3m v\u00e0 thuy\u1ebft ph\u1ee5c nh\u01b0 gi\u1ecdng n\u00f3i c\u1ee7a con ng\u01b0\u1eddi v\u00e0o n\u0103m 2022, \u0111i\u1ec1u n\u00e0y s\u1ebd gi\u00fap c\u00e1c ng\u00e0nh nh\u01b0 b\u00e1n l\u1ebb, ng\u00e2n h\u00e0ng v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe tr\u1edf n\u00ean th\u1ea5u hi\u1ec3u h\u01a1n v\u00e0 ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd t\u1ed1t h\u01a1n.<\/p>\n<p><strong>Know Your Customer (KYC):<\/strong> V\u01b0\u1ee3t ra ngo\u00e0i v\u1ea5n \u0111\u1ec1 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, c\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng c\u1ea3 gi\u1ecdng n\u00f3i v\u00e0 v\u0103n b\u1ea3n \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c doanh nghi\u1ec7p kh\u00e1c v\u00e0 kh\u00e1ch h\u00e0ng s\u1ebd s\u1eed d\u1ee5ng AI khi h\u1ecd t\u1ef1 n\u00e2ng c\u1ea5p \u0111\u1ec3 hi\u1ec3u ng\u1eef c\u1ea3nh ho\u1eb7c c\u1ea3m x\u00fac c\u1ee7a m\u1ed9t ng\u01b0\u1eddi \u0111ang n\u00f3i.\u00a0Kh\u00e1ch h\u00e0ng c\u00f3 b\u1ef1c b\u1ed9i kh\u00f4ng?\u00a0C\u00f3 ph\u1ea3i s\u1ebfp c\u1ee7a b\u1ea1n \u0111ang m\u1ec9a mai b\u1ea1n?\u00a0Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0\u00a0OpenAI Github copilot, th\u1ee9 gi\u00fap c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n trong c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd, s\u1ebd \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77b4bc13.png\" alt=\"\" \/><\/p>\n<p><em>SARAH TARIQ<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch ph\u1ee5 tr\u00e1ch m\u1ea3ng Automotive<\/em><\/p>\n<p><strong>Nh\u1eefng chi\u1ebfc \u00f4 t\u00f4 c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c:<\/strong>\u00a0Nh\u1eefng ng\u00e0y m\u00e0 m\u1ed9t chi\u1ebfc \u00f4 t\u00f4 ng\u00e0y c\u00e0ng m\u1ea5t gi\u00e1 tr\u1ecb khi b\u1ea1n l\u00e1i ch\u00fang s\u1ebd s\u1edbm bi\u1ebfn m\u1ea5t.\u00a0Ch\u00fang ta s\u1ebd th\u1ea5y nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t \u00f4 t\u00f4 chuy\u1ec3n sang thi\u1ebft k\u1ebf l\u1ea1i tr\u1ea3i nghi\u1ec7m l\u00e1i xe b\u1eb1ng c\u00e1ch t\u1ea1o ra c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac do ph\u1ea7n m\u1ec1m x\u00e1c \u0111\u1ecbnh (software-defined) v\u1edbi kh\u00f4ng gian \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi th\u00f4ng qua c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt t\u1ef1 \u0111\u1ed9ng qua m\u1ea1ng. Chi\u1ebfc xe s\u1ebd ng\u00e0y c\u00e0ng t\u1ed1t h\u01a1n v\u00e0 an to\u00e0n h\u01a1n theo th\u1eddi gian.<\/p>\n<p><strong>Gi\u1ea3m c\u0103ng th\u1eb3ng cho tuy\u1ebfn \u0111\u01b0\u1eddng h\u00e0ng ng\u00e0y:<\/strong>\u00a0Vi\u1ec7c chuy\u1ec3n sang ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn do ph\u1ea7n m\u1ec1m x\u00e1c \u0111\u1ecbnh c\u0169ng s\u1ebd gi\u00fap lo\u1ea1i b\u1ecf c\u0103ng th\u1eb3ng v\u00e0 r\u1eafc r\u1ed1i trong vi\u1ec7c l\u00e1i xe h\u00e0ng ng\u00e0y.\u00a0Tr\u1ee3 l\u00fd AI s\u1ebd \u0111\u00f3ng vai tr\u00f2 l\u00e0 ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn c\u00e1 nh\u00e2n c\u1ee7a b\u1ea1n, n\u00e2ng cao h\u00e0nh tr\u00ecnh c\u1ee7a chi\u1ebfc xe \u0111\u1ec3 c\u00f3 tr\u1ea3i nghi\u1ec7m an to\u00e0n, thu\u1eadn ti\u1ec7n v\u00e0 th\u00fa v\u1ecb h\u01a1n.\u00a0Nh\u1eefng ng\u01b0\u1eddi ng\u1ed3i tr\u00ean xe s\u1ebd c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o c\u00e1c d\u1ecbch v\u1ee5 th\u00f4ng minh lu\u00f4n s\u1eb5n s\u00e0ng, cho ph\u00e9p h\u1ecd s\u1eed d\u1ee5ng conversation AI trong th\u1eddi gian th\u1ef1c \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t, c\u1ea3nh b\u00e1o, \u0111i\u1ec1u khi\u1ec3n ph\u01b0\u01a1ng ti\u1ec7n v\u00e0 xa h\u01a1n.<\/p>\n<p>Thi\u1ebft k\u1ebf cho ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i:\u00a0C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u00f4 t\u00f4 s\u1ebd b\u1eaft \u0111\u1ea7u \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng t\u00ednh n\u0103ng m\u00f4 ph\u1ecfng v\u00e0 digital twin \u0111\u1ec3 x\u00e1c th\u1ef1c nhi\u1ec1u h\u01a1n v\u1ec1 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng v\u00e0 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh deep neural network.\u00a0Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 AI s\u1ebd gi\u00fap \u0111\u00e0o t\u1ea1o v\u00e0 x\u00e1c nh\u1eadn cho c\u00e1c \u00f4 t\u00f4 t\u1ef1 l\u00e1i \u1edf nhi\u1ec1u \u0111i\u1ec1u ki\u1ec7n l\u00e1i xe kh\u00e1c nhau, mang l\u1ea1i s\u1ef1 an to\u00e0n h\u00e0ng ng\u00e0y v\u00e0 \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77c47363.png\" alt=\"\" \/><\/p>\n<p><em>REV LEBAREDIAN<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch m\u1ea3ng Simulation Technology, K\u1ef9 s\u01b0 c\u1ee7a Omniverse<\/em><\/p>\n<p><strong>Ti\u00eau chu\u1ea9n m\u1edbi cho 3D:<\/strong> Ch\u00fang ta s\u1ebd th\u1ea5y c\u00e1c ti\u00eau chu\u1ea9n 3D ti\u00ean ti\u1ebfn nh\u1eb1m m\u00f4 t\u1ea3 th\u1ebf gi\u1edbi \u1ea3o.\u00a0X\u00e2y d\u1ef1ng c\u00e1c digital twin m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 phong ph\u00fa cho m\u1ecdi th\u1ee9 trong th\u1ebf gi\u1edbi th\u1ef1c l\u00e0 m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t trong khoa h\u1ecdc m\u00e1y t\u00ednh.\u00a0C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n s\u1ebd \u0111\u00f3ng g\u00f3p v\u00e0o c\u00e1c ti\u00eau chu\u1ea9n m\u1edf c\u01a1 b\u1ea3n &#8211; t\u01b0\u01a1ng t\u1ef1 nh\u01b0 nh\u1eefng ng\u00e0y \u0111\u1ea7u c\u1ee7a internet v\u00e0 web.\u00a0C\u00e1c ti\u00eau chu\u1ea9n nh\u01b0 Universal Scene Description (USD) v\u00e0 glTF s\u1ebd nhanh ch\u00f3ng ph\u00e1t tri\u1ec3n \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u01a1 b\u1ea3n c\u1ee7a Web3 v\u00e0 c\u00e1c &#8220;digital twin&#8221;.<\/p>\n<p><strong>D\u1eef li\u1ec7u 3D t\u1ed5ng h\u1ee3p cho K\u1ef7 nguy\u00ean ti\u1ebfp theo c\u1ee7a AI:<\/strong>\u00a0T\u1ed1c \u0111\u1ed9 \u0111\u1ed5i m\u1edbi trong AI \u0111\u00e3 \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c trong h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 qua, nh\u01b0ng AI kh\u00f4ng th\u1ec3 ph\u00e1t tri\u1ec3n n\u1ebfu kh\u00f4ng c\u00f3 \u0111\u01b0\u1ee3c l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111a d\u1ea1ng v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng cao.\u00a0Ng\u00e0y nay, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb th\u1ebf gi\u1edbi th\u1ef1c v\u00e0 \u0111\u01b0\u1ee3c con ng\u01b0\u1eddi g\u00e1n nh\u00e3n l\u00e0 kh\u00f4ng \u0111\u1ee7 c\u1ea3 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 s\u1ef1 \u0111a d\u1ea1ng \u0111\u1ec3 chuy\u1ec3n sang c\u1ea5p \u0111\u1ed9 ti\u1ebfp theo c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>.\u00a0V\u00e0o n\u0103m 2022, ch\u00fang ta s\u1ebd ch\u1ee9ng ki\u1ebfn \u200b\u200bs\u1ef1 b\u00f9ng n\u1ed5 d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p \u0111\u01b0\u1ee3c t\u1ea1o ra t\u1eeb th\u1ebf gi\u1edbi \u1ea3o b\u1edfi c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh m\u00f4 ph\u1ecfng th\u1ebf gi\u1edbi ch\u00ednh x\u00e1c v\u1ec1 m\u1eb7t v\u1eadt l\u00fd \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c m\u1ea1ng th\u1ea7n kinh ti\u00ean ti\u1ebfn.<\/p>\n<p><strong>T\u00e1i thi\u1ebft k\u1ebf l\u1ea1i c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p qua m\u00f4 ph\u1ecfng:<\/strong>\u00a0Nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111ang b\u1eaft \u0111\u1ea7u nghi\u00ean c\u1ee9u v\u00e0 \u00e1p d\u1ee5ng c\u00e1c digital twin v\u00e0 th\u1ebf gi\u1edbi \u1ea3o, nh\u1edd v\u00e0o ti\u1ec1m n\u0103ng v\u1ec1 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed.\u00a0C\u00e1c phi\u00ean b\u1ea3n \u0111\u1ea1i di\u1ec7n b\u1eb1ng s\u1ed1 h\u00f3a c\u1ee7a m\u1ecdi th\u1ee9 ch\u00fang ta x\u00e2y d\u1ef1ng trong th\u1ebf gi\u1edbi th\u1ef1c ph\u1ea3i c\u00f3 b\u1ea3n sao trong th\u1ebf gi\u1edbi \u1ea3o \u2014 m\u00e1y bay, \u00f4 t\u00f4, nh\u00e0 m\u00e1y, c\u00e2y c\u1ea7u, th\u00e0nh ph\u1ed1 v\u00e0 th\u1eadm ch\u00ed c\u1ea3 ch\u00ednh Tr\u00e1i \u0111\u1ea5t.\u00a0Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c m\u00f4 ph\u1ecfng c\u00f3 \u0111\u1ed9 trung th\u1ef1c cao cho c\u00e1c digital twin cho ph\u00e9p ch\u00fang ta tr\u1ea3i nghi\u1ec7m, th\u1eed nghi\u1ec7m v\u00e0 t\u1ed1i \u01b0u h\u00f3a t\u1ed1t nh\u1ea5t c\u00e1c thi\u1ebft k\u1ebf ph\u1ee9c t\u1ea1p tr\u01b0\u1edbc khi x\u00e2y d\u1ef1ng ch\u00fang trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77ca1f20.jpg\" alt=\"\" \/><\/p>\n<p><em>KIMBERLY POWELL<\/em><br \/>\n<em>Ph\u00f3 Ch\u1ee7 t\u1ecbch ki\u00eam T\u1ed5ng Gi\u00e1m \u0111\u1ed1c m\u1ea3ng Healthcare<\/em><\/p>\n<p><strong>AI gi\u00fap \u0111\u1ea9y nhanh vi\u1ec7c t\u00ecm ra thu\u1ed1c g\u1ea5p h\u00e0ng tri\u1ec7u l\u1ea7n:<\/strong>\u00a0Nh\u1eefng \u0111\u1ed9t ph\u00e1 c\u00f9ng l\u00fac c\u1ee7a AlphaFold v\u00e0 RoseTTAFold t\u1ea1o ra s\u1ef1 b\u00f9ng n\u1ed5 g\u1ea5p h\u00e0ng ng\u00e0n l\u1ea7n c\u00e1c c\u1ea5u tr\u00fac protein \u0111\u00e3 bi\u1ebft v\u00e0 AI c\u00f3 th\u1ec3 t\u1ea1o ra h\u00e0ng ngh\u00ecn h\u1ee3p ch\u1ea5t h\u00f3a h\u1ecdc ti\u1ec1m n\u0103ng h\u01a1n, gia t\u0103ng c\u01a1 h\u1ed9i ph\u00e1t hi\u1ec7n ra thu\u1ed1c l\u00ean m\u1ed9t tri\u1ec7u l\u1ea7n.\u00a0M\u00f4 ph\u1ecfng ph\u00e2n t\u1eed gi\u00fap m\u00f4 h\u00ecnh h\u00f3a m\u1ee5c ti\u00eau v\u00e0 t\u01b0\u01a1ng t\u00e1c thu\u1ed1c ho\u00e0n to\u00e0n trong silico.\u00a0\u0110\u1ec3 \u0111\u1ea1t \u0111\u1ebfn t\u1ed1c \u0111\u1ed9 h\u00e0ng tri\u1ec7u l\u1ea7n, AI \u0111ang mang \u0111\u1ebfn m\u1ed9t l\u1edbp m\u00f4 ph\u1ecfng ph\u00e2n t\u1eed m\u1edbi t\u1eeb k\u00edch th\u01b0\u1edbc h\u1ec7 th\u1ed1ng v\u00e0 t\u1ef7 l\u1ec7 th\u1eddi gian \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ea5p l\u01b0\u1ee3ng t\u1eed.<\/p>\n<p><strong>AI t\u1ea1o ra thi\u1ebft b\u1ecb y t\u1ebf ch\u1ea1y tr\u00ean SaaS:<\/strong>\u00a0Ng\u00e0nh c\u00f4ng nghi\u1ec7p thi\u1ebft b\u1ecb y t\u1ebf c\u00f3 c\u01a1 h\u1ed9i l\u00e0m thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, \u0111\u1ec3 gi\u1ea3m v\u00e0 t\u1ed1i thi\u1ec3u h\u00f3a chi ph\u00ed, \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u0169ng nh\u01b0 li\u00ean t\u1ee5c mang \u0111\u1ebfn s\u1ef1 \u0111\u1ed5i m\u1edbi trong su\u1ed1t th\u1eddi gian s\u1eed d\u1ee5ng c\u1ee7a s\u1ea3n ph\u1ea9m.\u00a0C\u00e1c c\u00f4ng ty thi\u1ebft b\u1ecb y t\u1ebf s\u1ebd ph\u00e1t tri\u1ec3n t\u1eeb vi\u1ec7c cung c\u1ea5p ph\u1ea7n c\u1ee9ng sang cung c\u1ea5p h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m nh\u01b0 m\u1ed9t d\u1ecbch v\u1ee5 (SaaS) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p t\u1eeb xa \u0111\u1ec3 gi\u1eef cho c\u00e1c thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c sau khi tri\u1ec3n khai.<\/p>\n<p><strong>AI 2.0 v\u1edbi Federated Learning:<\/strong>\u00a0Gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI c\u00f4ng nghi\u1ec7p h\u00f3a c\u00f4ng ngh\u1ec7 AI c\u1ee7a h\u1ecd v\u00e0 m\u1edf r\u1ed9ng l\u1ee3i \u00edch kinh doanh c\u1ee7a \u1ee9ng d\u1ee5ng, AI ph\u1ea3i \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u00e0 x\u00e1c th\u1ef1c tr\u00ean d\u1eef li\u1ec7u thu\u1ed9c ngo\u00e0i quy\u1ec1n s\u1edf h\u1eefu c\u1ee7a nh\u00f3m, t\u1ed5 ch\u1ee9c v\u00e0 \u0111\u1ecba l\u00fd c\u1ee7a h\u1ecd. Federated Learning (H\u1ecdc t\u1eadp li\u00ean k\u1ebft) l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 h\u1ee3p t\u00e1c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh AI m\u1ea1nh m\u1ebd v\u00e0 x\u00e1c th\u1ef1c c\u00e1c m\u00f4 h\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n chia s\u1ebb c\u00e1c d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77d0b2a7.png\" alt=\"\" \/><\/p>\n<p><em>ANIMA ANANDKUMAR<\/em><br \/>\n<em>Gi\u00e1m \u0111\u1ed1c ML Research, v\u00e0 Bren Professor t\u1ea1i Caltech<\/em><\/p>\n<p><strong>AI4Science:<\/strong> Khu v\u1ef1c n\u00e0y s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n \u0111\u00e1ng k\u1ec3 v\u00e0 mang l\u1ea1i t\u00e1c \u0111\u1ed9ng trong th\u1ebf gi\u1edbi th\u1ef1c.\u00a0AI s\u1ebd t\u00edch h\u1ee3p s\u00e2u v\u1edbi HPC \u1edf quy m\u00f4 si\u00eau m\u00e1y t\u00ednh v\u00e0 l\u00e0m cho c\u00e1c m\u00f4 ph\u1ecfng v\u00e0 m\u00f4 h\u00ecnh khoa h\u1ecdc c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c \u1edf quy m\u00f4 l\u1edbn v\u00e0 \u0111\u1ed9 trung th\u1ef1c ch\u01b0a t\u1eebng c\u00f3 trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 m\u00f4 h\u00ecnh th\u1eddi ti\u1ebft v\u00e0 kh\u00ed h\u1eadu.<\/p>\n<p>AI s\u1ebd d\u1eabn \u0111\u1ebfn nh\u1eefng b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 trong vi\u1ec7c kh\u00e1m ph\u00e1 c\u00e1c lo\u1ea1i thu\u1ed1c v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111i\u1ec1u tr\u1ecb m\u1edbi, \u0111\u1ed3ng th\u1eddi t\u1ea1o ra cu\u1ed9c c\u00e1ch m\u1ea1ng trong l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.\u00a0H\u1ecdc t\u1eadp li\u00ean k\u1ebft v\u00e0 kh\u00e1c bi\u1ec7t v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 s\u1ebd \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i, gi\u00fap vi\u1ec7c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m kh\u00e1c tr\u1edf n\u00ean li\u1ec1n m\u1ea1ch.<\/p>\n<p><strong>Ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n:<\/strong>\u00a0Mong \u0111\u1ee3i nh\u1eefng ti\u1ebfn b\u1ed9 l\u1edbn trong ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n l\u00e0m n\u1ec1n t\u1ea3ng cho c\u00e1c m\u00f4 ph\u1ecfng, c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng c\u1ee7a GPU \u0111\u1ec3 x\u1eed l\u00fd vi\u1ec7c h\u1ecdc t\u0103ng c\u01b0\u1eddng tr\u00ean quy m\u00f4 l\u1edbn.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77d6e7de.png\" alt=\"\" \/><\/p>\n<p><em>RONNIE VASISHTA<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch c\u1ea5p cao ph\u1ee5 tr\u00e1ch m\u1ea3ng Vi\u1ec5n th\u00f4ng<\/em><\/p>\n<p><strong>AI chuy\u1ec3n \u0111\u1ebfn m\u1ea1ng bi\u00ean c\u1ee7a c\u00e1c Telco:<\/strong> S\u1ef1 h\u1ee9a h\u1eb9n c\u1ee7a 5G s\u1ebd m\u1edf ra c\u01a1 h\u1ed9i m\u1edbi cho \u0111i\u1ec7n to\u00e1n bi\u00ean.\u00a0C\u00e1c l\u1ee3i \u00edch ch\u00ednh s\u1ebd bao g\u1ed3m ph\u00e2n l\u00e1t m\u1ea1ng cho ph\u00e9p kh\u00e1ch h\u00e0ng ch\u1ec9 \u0111\u1ecbnh b\u0103ng th\u00f4ng d\u00e0nh ri\u00eang cho c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3, \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p trong m\u00f4i tr\u01b0\u1eddng kh\u00f4ng c\u00f3 d\u00e2y, c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n t\u00ednh b\u1ea3o m\u1eadt v\u00e0 kh\u1ea3 n\u0103ng c\u00f4 l\u1eadp.<\/p>\n<p>AI-on-5G s\u1ebd m\u1edf kh\u00f3a c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng AI ti\u00ean ti\u1ebfn m\u1edbi.\u00a0Ch\u00fang bao g\u1ed3m c\u00e1c \u1ee9ng d\u1ee5ng \u201cC\u00f4ng nghi\u1ec7p 4.0\u201d nh\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a nh\u00e0 m\u00e1y, robot trong nh\u00e0 m\u00e1y, gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m tra;\u00a0c\u00e1c h\u1ec7 th\u1ed1ng \u00f4 t\u00f4 nh\u01b0 c\u00e1c \u1ee9ng d\u1ee5ng \u0111o \u0111\u1ea1c t\u1eeb xa v\u00e0 k\u1ef9 thu\u1eadt \u0111\u01b0\u1eddng b\u1ed9;\u00a0c\u0169ng nh\u01b0 kh\u00f4ng gian th\u00f4ng minh trong c\u00e1c \u1ee9ng d\u1ee5ng b\u00e1n l\u1ebb, th\u00e0nh ph\u1ed1 v\u00e0 chu\u1ed7i cung \u1ee9ng.<\/p>\n<p><strong>S\u1ef1 h\u1ed9i t\u1ee5 c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p AI v\u00e0 OT:<\/strong>\u00a0C\u00e1c \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn m\u1edbi \u0111ang th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a kh\u00f4ng gian th\u00f4ng minh, bao g\u1ed3m c\u1ea3 nh\u00e0 m\u00e1y th\u00f4ng minh.\u00a0C\u00e1c nh\u00e0 m\u00e1y n\u00e0y s\u1eed d\u1ee5ng camera v\u00e0 c\u00e1c c\u1ea3m bi\u1ebfn kh\u00e1c \u0111\u1ec3 ki\u1ec3m tra v\u00e0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n.\u00a0Tuy nhi\u00ean, ph\u00e1t hi\u1ec7n ch\u1ec9 l\u00e0 b\u01b0\u1edbc m\u1ed9t;\u00a0khi \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n, ph\u1ea3i th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y y\u00eau c\u1ea7u k\u1ebft n\u1ed1i gi\u1eefa \u1ee9ng d\u1ee5ng AI th\u1ef1c hi\u1ec7n suy lu\u1eadn v\u00e0 gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u khi\u1ec3n, ho\u1eb7c OT, c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p, c\u00e1nh tay robot ho\u1eb7c c\u00e1c c\u1ed7 m\u00e1y theo ki\u1ec3u pick-and-place.<\/p>\n<p>Ng\u00e0y nay, s\u1ef1 t\u00edch h\u1ee3p gi\u1eefa hai \u1ee9ng d\u1ee5ng n\u00e0y d\u1ef1a v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n mang t\u00ednh t\u00f9y bi\u1ebfn.\u00a0N\u0103m nay, k\u1ef3 v\u1ecdng s\u1ebd th\u1ea5y s\u1ef1 t\u00edch h\u1ee3p nhi\u1ec1u h\u01a1n c\u1ee7a AI v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p qu\u1ea3n l\u00fd OT truy\u1ec1n th\u1ed1ng gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c \u00e1p d\u1ee5ng AI ti\u00ean ti\u1ebfn trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77dc0dda.png\" alt=\"\" \/><\/p>\n<p><em>AZITA MARTIN<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch ki\u00eam T\u1ed5ng gi\u00e1m \u0111\u1ed1c AI nh\u00f3m s\u1ea3n ph\u1ea9m B\u00e1n l\u1ebb v\u00e0 Ti\u00eau d\u00f9ng<\/em><\/p>\n<p><strong>AI gi\u1ea3i quy\u1ebft t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng:<\/strong>\u00a0Trong b\u1ed1i c\u1ea3nh thi\u1ebfu lao \u0111\u1ed9ng v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 cung c\u1ea5p d\u1ecbch v\u1ee5 nhanh h\u01a1n, c\u00e1c nh\u00e0 h\u00e0ng ph\u1ee5c v\u1ee5 nhanh s\u1ebd s\u1eed d\u1ee5ng AI \u0111\u1ec3 nh\u1eadn \u0111\u01a1n \u0111\u1eb7t h\u00e0ng t\u1ef1 \u0111\u1ed9ng.\u00a0Nh\u1edd nh\u1eefng ti\u1ebfn b\u1ed9 trong kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 n\u00f3i ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, k\u1ebft h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd, c\u00e1c nh\u00e0 h\u00e0ng th\u1ee9c \u0103n nhanh s\u1ebd tri\u1ec3n khai t\u00ednh n\u0103ng nh\u1eadn \u0111\u01a1n \u0111\u1eb7t h\u00e0ng t\u1ef1 \u0111\u1ed9ng \u0111\u1ec3 t\u0103ng t\u1ed1c vi\u1ec7c b\u00e1n h\u00e0ng ki\u1ec3u &#8220;drive-thru&#8221; v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c g\u1ee3i \u00fd.\u00a0Trong c\u00e1c si\u00eau th\u1ecb v\u00e0 c\u1eeda h\u00e0ng l\u1edbn, c\u00e1c nh\u00e0 b\u00e1n l\u1ebb s\u1ebd t\u0103ng c\u01b0\u1eddng s\u1eed d\u1ee5ng kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch video th\u00f4ng minh v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">computer vision<\/a> \u0111\u1ec3 ph\u1ee5c v\u1ee5 thanh to\u00e1n t\u1ef1 \u0111\u1ed9ng ho\u1eb7c \u00edt c\u1ea7n \u0111\u1ebfn thu ng\u00e2n.<\/p>\n<p><strong>C\u00e1c doanh nghi\u1ec7p l\u1edbn khai th\u00e1c AI \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u1ef1c kho v\u1eadn:<\/strong> S\u1ee9c m\u1ea1nh l\u1edbn nh\u1ea5t c\u1ee7a AI \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y trong vi\u1ec7c \u0111\u01a1n gi\u1ea3n h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p l\u1edbn.\u00a0T\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t l\u0129nh v\u1ef1c quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 b\u00e1n l\u1ebb \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u1ec1 t\u00ednh s\u1eb5n s\u00e0ng c\u1ee7a h\u00e0ng h\u00f3a v\u00e0 \u0111\u1ea9y nhanh vi\u1ec7c giao h\u00e0ng.\u00a0AI c\u00f3 th\u1ec3 cho ph\u00e9p d\u1ef1 b\u00e1o th\u01b0\u1eddng xuy\u00ean v\u00e0 ch\u00ednh x\u00e1c h\u01a1n, \u0111\u1ea3m b\u1ea3o cung c\u1ea5p \u0111\u00fang s\u1ea3n ph\u1ea9m \u1edf \u0111\u00fang c\u1eeda h\u00e0ng v\u00e0o \u0111\u00fang th\u1eddi \u0111i\u1ec3m,<\/p>\n<p><a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">Computer vision<\/a> \/ Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 robot s\u1ebd b\u1ed5 sung tr\u00ed th\u00f4ng minh AI cho c\u00e1c trung t\u00e2m ph\u00e2n ph\u1ed1i.\u00a0C\u00e1c gi\u1ea3i ph\u00e1p nh\u01b0 xe n\u00e2ng t\u1ef1 \u0111\u1ed9ng, robot v\u00e0 t\u1ee7 t\u1ef1 h\u00e0nh th\u00f4ng minh s\u1ebd gi\u1ea3m thi\u1ec3u th\u1eddi gian ch\u1ebft v\u00e0 tr\u1ed1ng h\u00e0ng c\u1ee7a c\u00e1c b\u0103ng chuy\u1ec1n, \u0111\u1ed3ng th\u1eddi t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ch\u1ecdn v\u00e0 \u0111\u00f3ng g\u00f3i c\u00e1c m\u1eb7t h\u00e0ng \u0111\u1ec3 t\u0103ng g\u1ea5p \u0111\u00f4i th\u00f4ng l\u01b0\u1ee3ng h\u00e0ng h\u00f3a. Kh\u00e2u ph\u00e2n ph\u1ed1i ch\u1eb7n cu\u1ed1i t\u1eadn d\u1ee5ng khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd gi\u00fap \u0111\u1ecbnh l\u1ea1i tuy\u1ebfn \u0111\u01b0\u1eddng \u0111i m\u1ed9t c\u00e1ch linh \u0111\u1ed9ng, m\u00f4 ph\u1ecfng v\u00e0 cung c\u1ea5p th\u1eddi gian ph\u1ea3n h\u1ed3i d\u01b0\u1edbi 1 gi\u00e2y.<\/p>\n<p><strong>\u0110\u1ee9ng v\u1ec1 ph\u00eda \u200b\u200bKh\u00e1ch h\u00e0ng:<\/strong> C\u00e1c\u00a0nh\u00e0 b\u00e1n l\u1ebb s\u1eed d\u1ee5ng l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u nh\u01b0ng th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u00f3 trong th\u1eddi gian th\u1ef1c.\u00a0AI cho ph\u00e9p c\u00e1c nh\u00e0 b\u00e1n l\u1ebb ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong th\u1eddi gian nh\u01b0 real-time \u0111\u1ec3 c\u00f3 c\u00e1i nh\u00ecn 360 \u0111\u1ed9 v\u1ec1 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd, nh\u1eb1m cung c\u1ea5p c\u00e1c g\u1ee3i \u00fd, \u01b0u \u0111\u00e3i \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a h\u01a1n nh\u1eb1m th\u00fac \u0111\u1ea9y doanh thu v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.\u00a0V\u00e0o n\u0103m 2022, b\u1ea1n s\u1ebd th\u1ea5y nhi\u1ec1u nh\u00e0 b\u00e1n l\u1ebb cung c\u1ea5p tr\u1ea3i nghi\u1ec7m mua s\u1eafm &#8220;si\u00eau c\u00e1 nh\u00e2n h\u00f3a&#8221;.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77e26dfe.png\" alt=\"\" \/><\/p>\n<p><em>KEVIN LEVITT<\/em><br \/>\n<em>Gi\u00e1m \u0111\u1ed1c Ph\u00e1t tri\u1ec3n C\u00f4ng nghi\u1ec7p v\u00e0 Kinh doanh cho D\u1ecbch v\u1ee5 T\u00e0i ch\u00ednh<\/em><\/p>\n<p><strong>Gi\u1ecdng n\u00f3i c\u1ee7a b\u1ea1n ch\u00ednh l\u00e0 ID \u0111\u1ecbnh danh c\u1ee7a b\u1ea1n:<\/strong>\u00a0C\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh s\u1ebd \u0111\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o AI \u0111\u1ec3 ch\u1ed1ng gian l\u1eadn v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh qu\u1ea3n l\u00fd nh\u01b0 KYC (Know Your Customer) v\u00e0 AML (Ch\u1ed1ng r\u1eeda ti\u1ec1n).\u00a0M\u1ed9t s\u1ed1 \u0111ang s\u1eed d\u1ee5ng gi\u1ecdng n\u00f3i mang t\u00ednh \u0111\u1ed9c nh\u1ea5t c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ec3 x\u00e1c th\u1ef1c c\u00e1c giao d\u1ecbch tr\u1ef1c tuy\u1ebfn, trong khi s\u1ed1 kh\u00e1c \u0111ang ti\u1ebfp c\u1eadn \u0111\u1ebfn sinh tr\u1eafc h\u1ecdc m\u1ed1ng m\u1eaft \u0111\u1ec3 th\u1ef1c hi\u1ec7n x\u00e1c th\u1ef1c.<\/p>\n<p>C\u00e1c m\u1ea1ng neural \u0111\u1ed3 th\u1ecb d\u1eabn \u0111\u1ea7u trong c\u00e1c k\u1ef9 thu\u1eadt m\u1edbi m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 th\u1ef1c h\u00e0nh AI t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111ang s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c th\u1ef1c th\u1ec3 v\u00e0 \u0111i\u1ec3m d\u1eef li\u1ec7u.\u00a0Ch\u00fang s\u1ebd tr\u1edf n\u00ean quan tr\u1ecdng \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng ph\u00f2ng ch\u1ed1ng gian l\u1eadn v\u00e0 l\u1eadp b\u1ea3n \u0111\u1ed3 c\u00e1c m\u1ed1i quan h\u1ec7 nh\u1eb1m ch\u1ed1ng gian l\u1eadn hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p><strong>AI cho ESG:<\/strong>\u00a0Ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c ch\u00ednh ph\u1ee7 ng\u00e0y c\u00e0ng y\u00eau c\u1ea7u c\u00e1c doanh nghi\u1ec7p ph\u1ea3i ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 c\u00e1c t\u00e1c \u0111\u1ed9ng m\u00f4i tr\u01b0\u1eddng, x\u00e3 h\u1ed9i v\u00e0 qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p (ESG).\u00a0C\u00e1c c\u00f4ng ty s\u1ebd \u0111\u1ea7u t\u01b0 v\u00e0o s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n \u0111\u00e1ng k\u1ec3 \u0111\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI, bao g\u1ed3m c\u1ea3 m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, ph\u00e2n t\u00edch t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft \u0111\u1ec3 theo d\u00f5i hi\u1ec7u su\u1ea5t c\u1ee7a c\u00f4ng ty li\u00ean quan \u0111\u1ebfn ESG.\u00a0N\u00f3 c\u0169ng s\u1ebd c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u c\u00f3 s\u1eb5n b\u00ean ngo\u00e0i nh\u1eb1m \u0111o l\u01b0\u1eddng c\u00f4ng ty n\u00e0o \u0111ang \u0111\u00e1p \u1ee9ng t\u1ed1t ho\u1eb7c kh\u00f4ng \u0111\u1ea1t so v\u1edbi c\u00e1c \u0111i\u1ec3m chu\u1ea9n c\u1ee7a ESG.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77f24824.jpg\" alt=\"\" \/><\/p>\n<p><em>CHARLIE BOYLE<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch ki\u00eam T\u1ed5ng gi\u00e1m \u0111\u1ed1c, H\u1ec7 th\u1ed1ng NVIDIA DGX<\/em><\/p>\n<p><strong>Doanh nghi\u1ec7p tri\u1ec3n khai m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u1ec3 hi\u1ec3u th\u1ea5u \u0111\u00e1o h\u01a1n:<\/strong>\u00a0V\u00e0o n\u0103m 2022, ch\u00fang ta s\u1ebd ch\u1ee9ng ki\u1ebfn \u200b\u200bt\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng nhanh ch\u00f3ng trong vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u1ec3 ph\u1ee5c v\u1ee5 nhi\u1ec1u l\u0129nh v\u1ef1c v\u00e0 \u1ee9ng d\u1ee5ng h\u01a1n.\u00a0\u0110\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1edbi l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u chung ho\u1eb7c theo ng\u00e0nh c\u1ee5 th\u1ec3, LLM c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi chuy\u00ean s\u00e2u trong l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, d\u1ecbch thu\u1eadt, hi\u1ec3u v\u00e0 t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, vi\u1ebft ra c\u00e2u chuy\u1ec7n v\u00e0 t\u1ef1 \u0111\u1ecdng x\u00e2y d\u1ef1ng c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh &#8211; t\u1ea5t c\u1ea3 \u0111\u1ec1u kh\u00f4ng c\u1ea7n \u0111\u00e0o t\u1ea1o ho\u1eb7c gi\u00e1m s\u00e1t chuy\u00ean ng\u00e0nh.\u00a0Hi\u1ec7n t\u1ea1i,\u00a0LLM \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng\u00a0\u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c chatbot AI theo ng\u00f4n ng\u1eef v\u00e0 l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 nh\u1eb1m c\u1ea3i thi\u1ec7n k\u1ebft n\u1ed1i, giao ti\u1ebfp tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi.<\/p>\n<p><strong>Trung t\u00e2m d\u1eef li\u1ec7u ti\u1ebfp theo c\u1ee7a doanh nghi\u1ec7p s\u1ebd thu\u1ed9c v\u1ec1 ng\u01b0\u1eddi kh\u00e1c:<\/strong> Nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 t\u1eeb ch\u1ed1i s\u1edf h\u1eefu trung t\u00e2m d\u1eef li\u1ec7u c\u1ee7a ri\u00eang h\u1ecd khi h\u1ecd chuy\u1ec3n sang <a class=\"iblink\" href=\"\/blog\/tag\/cloud-computing\/\">\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a>, v\u00ec th\u1ebf, t\u1eeb n\u0103m 2022, c\u00e1c c\u00f4ng ty s\u1ebd nh\u1eadn ra r\u1eb1ng \u0111\u00e3 \u0111\u1ebfn l\u00fac b\u1eaft \u0111\u1ea7u t\u1eadn d\u1ee5ng\u00a0c\u00e1c d\u1ecbch v\u1ee5 colocation cho c\u00e1c h\u1ea1 t\u1ea7ng AI hi\u1ec7u su\u1ea5t cao.\u00a0Vi\u1ec7c d\u1ec5 d\u00e0ng tri\u1ec3n khai v\u00e0 ti\u1ebfp c\u1eadn c\u00e1c chuy\u00ean gia h\u1ea1 t\u1ea7ng, nh\u1eefng ng\u01b0\u1eddi c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea3m b\u1ea3o th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng 24\/7\/365 s\u1ebd cho ph\u00e9p nhi\u1ec1u doanh nghi\u1ec7p h\u01a1n \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb c\u00e1c t\u00e0i nguy\u00ean theo y\u00eau c\u1ea7u, \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i m\u1ed9t c\u00e1ch an to\u00e0n, \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u v\u00e0 b\u1ea5t c\u1ee9 khi n\u00e0o h\u1ecd c\u1ea7n.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77f7c87d.png\" alt=\"\" \/><\/p>\n<p><em>KEVIN DEIERLING<\/em><br \/>\n<em>Ph\u00f3 ch\u1ee7 t\u1ecbch c\u1ea5p cao v\u1ec1 m\u1ea1ng<\/em><\/p>\n<p><strong>Trung t\u00e2m d\u1eef li\u1ec7u l\u00e0 m\u1ed9t \u0110\u01a1n v\u1ecb m\u00e1y t\u00ednh m\u1edbi:<\/strong> C\u00e1c \u1ee9ng d\u1ee5ng tr\u01b0\u1edbc \u0111\u00e2y ch\u1ea1y tr\u00ean m\u1ed9t m\u00e1y t\u00ednh \u0111\u01a1n l\u1ebb kh\u00f4ng c\u00f2n v\u1eeba trong m\u1ed9t chi\u1ebfc h\u1ed9p n\u1eefa.\u00a0Th\u1ebf gi\u1edbi \u0111i\u1ec7n to\u00e1n m\u1edbi s\u1ebd ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1eb1ng ph\u1ea7n m\u1ec1m v\u00e0 ph\u1ea7n c\u1ee9ng \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c.\u00a0Khi c\u00e1c \u1ee9ng d\u1ee5ng tr\u1edf n\u00ean t\u00e1ch bi\u1ec7t v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, k\u1ebft n\u1ed1i m\u1ea1ng hi\u1ec7u su\u1ea5t cao s\u1ebd \u0111\u01b0\u1ee3c coi l\u00e0 l\u00e0n \u0111\u01b0\u1eddng cao t\u1ed1c gi\u1eefa nhi\u1ec1u m\u00e1y ch\u1ee7 ho\u1ea1t \u0111\u1ed9ng c\u00f9ng nhau nh\u01b0 m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh duy nh\u1ea5t.\u00a0C\u00e1c \u0111\u01a1n v\u1ecb x\u1eed l\u00fd d\u1eef li\u1ec7u do ph\u1ea7n m\u1ec1m x\u00e1c \u0111\u1ecbnh s\u1ebd \u0111\u00f3ng vai tr\u00f2 l\u00e0 b\u1ed9 switch ph\u00e2n t\u00e1n, b\u1ed9 c\u00e2n b\u1eb1ng t\u1ea3i, t\u01b0\u1eddng l\u1eeda v\u00e0 <a class=\"iblink\" href=\"\/storage\/\">thi\u1ebft b\u1ecb l\u01b0u tr\u1eef<\/a> \u1ea3o h\u00f3a k\u1ebft n\u1ed1i c\u00e1c m\u00e1y t\u00ednh c\u00f3 quy m\u00f4 trung t\u00e2m d\u1eef li\u1ec7u n\u00e0y l\u1ea1i v\u1edbi nhau.<\/p>\n<p><strong>Gia t\u0103ng s\u1ef1 tin c\u1eady v\u1edbi Zero Trust:<\/strong> Khi c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 thi\u1ebft b\u1ecb di chuy\u1ec3n li\u1ec1n m\u1ea1ch gi\u1eefa trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 r\u00eca m\u1ea1ng, c\u00e1c doanh nghi\u1ec7p s\u1ebd ph\u1ea3i x\u00e1c th\u1ef1c v\u00e0 k\u1ebft h\u1ee3p t\u1eeb c\u00e1c microservices.\u00a0Zero Trust gi\u1ea3 \u0111\u1ecbnh r\u1eb1ng m\u1ecdi th\u1ee9 v\u00e0 m\u1ecdi ng\u01b0\u1eddi d\u00f9ng k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng c\u00f4ng ty ph\u1ea3i \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c v\u00e0 gi\u00e1m s\u00e1t \u0111\u1ec3 x\u00e1c minh v\u00e0 \u0111\u1ea3m b\u1ea3o kh\u00f4ng ph\u1ea3i k\u1ebb x\u1ea5u \u0111ang c\u1ed1 g\u1eafng x\u00e2m nh\u1eadp v\u00e0o m\u1ea1ng.\u00a0M\u1ecdi th\u1ee9 ph\u1ea3i \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 c\u1ea3 \u1edf r\u00eca v\u00e0 tr\u00ean m\u1ecdi node trong h\u1ec7 th\u1ed1ng m\u1ea1ng.\u00a0D\u1eef li\u1ec7u s\u1ebd c\u1ea7n \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00e3 h\u00f3a IPSEC v\u00e0 TLS, \u0111\u1ed3ng th\u1eddi m\u1ecdi node \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 b\u1eb1ng b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn v\u00e0 t\u01b0\u1eddng l\u1eeda ti\u00ean ti\u1ebfn.<\/p>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-6204c77fd45f6.png\" alt=\"\" \/><\/p>\n<p><em>SCOTT MCCLELLAN<\/em><br \/>\n<em>Gi\u00e1m \u0111\u1ed1c c\u1ea5p cao c\u1ee7a Nh\u00f3m S\u1ea3n ph\u1ea9m Khoa h\u1ecdc D\u1eef li\u1ec7u<\/em><\/p>\n<p>C\u00e1c n\u1ec1n t\u1ea3ng khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c s\u1ebd ph\u00e1 v\u1ee1 c\u00e1c &#8220;h\u1ed3 d\u1eef li\u1ec7u&#8221; doanh nghi\u1ec7p:\u00a0C\u00e1c ch\u1ee7 \u0111\u1ec1 v\u1ec1 c\u00e1c h\u1ed3 d\u1eef li\u1ec7u (Data Lake) t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c chi\u1ebfn l\u01b0\u1ee3c Big Data c\u1ee7a doanh nghi\u1ec7p \u0111\u00e3 \u0111\u01b0\u1ee3c n\u00f3i \u0111\u1ebfn r\u1ea5t nhi\u1ec1u.\u00a0C\u00e1c h\u1ed3 d\u1eef li\u1ec7u doanh nghi\u1ec7p c\u00f3 hi\u1ec7u qu\u1ea3 \u0111\u1ed1i v\u1edbi vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn, nh\u01b0ng t\u00ednh h\u1eefu \u00edch r\u1ed9ng h\u01a1n c\u1ee7a ch\u00fang ph\u1ea7n l\u1edbn \u0111\u00e3 b\u1ecb \u0111\u00f3ng b\u0103ng trong v\u00e0i n\u0103m qua, v\u00ec ch\u00fang b\u1ecb c\u00f4 l\u1eadp v\u00e0 t\u00e1ch bi\u1ec7t kh\u1ecfi h\u1ec7 th\u1ed1ng \u0111\u00e0o t\u1ea1o h\u1ecdc m\u00e1y v\u00e0 suy lu\u1eadn.\u00a0V\u00e0o n\u0103m 2022, c\u00e1c h\u1ed3 d\u1eef li\u1ec7u cu\u1ed1i c\u00f9ng s\u1ebd hi\u1ec7n \u0111\u1ea1i h\u00f3a th\u00f4ng qua c\u00e1c data pipeline \u0111i\u1ec3m-\u0111\u1ebfn-\u0111i\u1ec3m v\u00ec ba v\u1ea5n \u0111\u1ec1: h\u1ea1 t\u1ea7ng t\u1eadp trung, s\u1ef1 linh ho\u1ea1t c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng d\u1ef1a tr\u00ean Kubernetes v\u00e0 b\u1ed9 l\u01b0u tr\u1eef t\u1ed1t nh\u1ea5t v\u00e0 ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi t\u00e1c v\u1ee5.<\/p>\n<p><strong>Vi\u1ec7c \u00e1p d\u1ee5ng AI ch\u00ednh th\u1ed1ng k\u00edch ho\u1ea1t t\u0103ng tr\u01b0\u1edfng MLO:<\/strong>\u00a0C\u00e1c nh\u00e0 ti\u00ean phong v\u1ec1 AI tr\u00ean th\u1ebf gi\u1edbi \u0111\u00e3 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p MLOps ri\u00eang bi\u1ec7t \u0111\u1ec3 gi\u00fap h\u1ecd qu\u1ea3n l\u00fd c\u00e1c quy tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u1ee7a AI.\u00a0Nh\u1eefng ng\u01b0\u1eddi ch\u1ea5p nh\u1eadn ban \u0111\u1ea7u \u0111\u00e3 ch\u1ecdn con \u0111\u01b0\u1eddng ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u00e3 c\u00f3 th\u1ec3 tr\u00ec ho\u00e3n vi\u1ec7c b\u1ed5 sung ki\u1ebfn \u200b\u200bth\u1ee9c chuy\u00ean m\u00f4n v\u1ec1 MLOps.\u00a0C\u00e1c doanh nghi\u1ec7p hi\u1ec7n \u0111ang ph\u00e1t hi\u1ec7n ra m\u1ed9t l\u1ed7 h\u1ed5ng khi c\u00e1c c\u00f4ng ty m\u1edf r\u1ed9ng vi\u1ec7c s\u1eed d\u1ee5ng AI v\u00e0 \u0111\u01b0a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng t\u0103ng t\u1ed1c c\u1ee7a h\u1ecd v\u00e0o doanh nghi\u1ec7p.\u00a0Gi\u1ea3i quy\u1ebft nhu c\u1ea7u n\u00e0y s\u1ebd k\u00edch ho\u1ea1t vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c gi\u1ea3i ph\u00e1p MLOps trong n\u0103m t\u1edbi.<\/p>\n<h2>B\u01b0\u1edbc v\u00e0o th\u1eddi \u0111\u1ea1i c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI si\u00eau t\u0103ng t\u1ed1c<\/h2>\n<p>Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, \u0111\u1ea1i d\u1ecbch \u0111ang ti\u1ebfp t\u1ee5c di\u1ec5n ra \u0111\u00e3 t\u1ea1o ra m\u1ed9t k\u1ef7 nguy\u00ean v\u1edbi nhi\u1ec1u ph\u00e1t minh v\u00e0 \u0111\u1ed5i m\u1edbi nhanh ch\u00f3ng cho nhi\u1ec1u doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c khoa h\u1ecdc.\u00a0M\u1ee5c ti\u00eau l\u00e0 t\u1ea1o ra c\u00e1c bi\u1ec7n ph\u00e1p ng\u1eafn h\u1ea1n \u0111\u00e1p \u1ee9ng nhu c\u1ea7u h\u00e0ng ng\u00e0y trong khi x\u00e2y d\u1ef1ng c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i \u00edch l\u00e2u d\u00e0i v\u00e0 t\u1ea1o ra thay \u0111\u1ed5i mang t\u00ednh c\u0103n b\u1ea3n.<\/p>\n<p>N\u0103m 2022 s\u1ebd l\u00e0 m\u1ed9t n\u0103m s\u1ed1ng trong nh\u1eefng m\u1ed1i nguy, hay thu\u1eadn bu\u1ed3m xu\u00f4i gi\u00f3 h\u01a1n cho c\u00e1c doanh nghi\u1ec7p \u0111ang gi\u1ea3i quy\u1ebft s\u1ef1 c\u00e1c th\u00e1ch th\u1ee9c b\u1eb1ng s\u1ef1 n\u1eafm b\u1eaft ch\u1eb7t ch\u1ebd h\u01a1n v\u1ec1 AI?<\/p>\n<p>NVIDIA Blog<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>C&oacute; m&#7897;t nh&#7853;n &#273;&#7883;nh t&#7891;n t&#7841;i t&#7915; l&acirc;u r&#7857;ng c&aacute;c doanh nghi&#7879;p t&#7889;t nh&#7845;t l&agrave; doanh nghi&#7879;p ph&aacute;t tri&#7875;n m&#7841;nh trong c&aacute;c giai &#273;o&#7841;n kh&oacute; kh&#259;n.&nbsp;Kh&ocirc;ng nghi ng&#7901; g&igrave; n&#7919;a, &#273;i&#7873;u &#273;&oacute; s&#7869; &#273;&#432;&#7907;c ki&#7875;m ch&#7913;ng v&#7899;i c&aacute;c gi&#7899;i h&#7841;n khi n&#259;m 2022 di&#7877;n ra c&aacute;c bi&#7871;n &#273;&#7897;ng tr&ecirc;n to&agrave;n c&#7847;u, v&#7899;i m&#7913;c &#273;&#7897; l&#7899;n&#8230;.<\/p>\n","protected":false},"author":2,"featured_media":11285,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,1335,1314],"class_list":["post-11284","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-ict-trends","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>N\u0103m 2022: D\u1ef1 b\u00e1o v\u1ec1 c\u00e1ch th\u1ee9c AI s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ean to\u00e0n c\u1ea7u - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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c&aacute;c bi&#7871;n &#273;&#7897;ng tr&ecirc;n to&agrave;n c&#7847;u, v&#7899;i m&#7913;c &#273;&#7897; l&#7899;n....\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/TheGioiMayChu-Blog-AI-trends-nvidia.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"30 minutes\" \/>\n<script type=\"application\/ld+json\" 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