{"id":6923,"date":"2020-09-23T00:47:19","date_gmt":"2020-09-23T00:47:19","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=6923"},"modified":"2020-09-23T01:15:25","modified_gmt":"2020-09-23T01:15:25","slug":"du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\/","title":{"rendered":"D\u1ef1 b\u00e1o top 4 xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o n\u0103m 2021"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Tr\u01b0\u1edbc khi \u0111\u1ea1i d\u1ecbch to\u00e0n c\u1ea7u x\u1ea3y ra v\u00e0o n\u0103m 2020 v\u00e0 th\u1ebf gi\u1edbi \u0111ang \u0111\u1ed1i di\u1ec7n v\u1edbi s\u1ef1 suy gi\u1ea3m kinh t\u1ebf, <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a> (AI), v\u00e0 c\u1ee5 th\u1ec3 l\u00e0 ph\u00e2n nh\u00e1nh c\u1ee7a AI \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 h\u1ecdc m\u00e1y (ML), th\u1ef1c t\u1ebf \u0111\u00e3 t\u1ea1o ra t\u00e1c \u0111\u1ed9ng trong h\u1ea7u h\u1ebft m\u1ecdi ng\u00e0nh.<\/p>\n<p>\u0110\u1ea1i d\u1ecbch Covid-19 x\u1ea3y ra \u0111\u00e3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn vi\u1ec7c kinh doanh theo nhi\u1ec1u c\u00e1ch kh\u00e1c nhau, nh\u01b0ng n\u00f3 kh\u00f4ng l\u00e0m gi\u1ea3m \u0111i \u1ea3nh h\u01b0\u1edfng c\u1ee7a AI \u0111\u1ed1i v\u1edbi cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta. Tr\u00ean th\u1ef1c t\u1ebf, r\u00f5 r\u00e0ng l\u00e0 c\u00e1c thu\u1eadt to\u00e1n self learning v\u00e0 machine learning th\u00f4ng minh s\u1ebd \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong cu\u1ed9c chi\u1ebfn \u0111ang di\u1ec5n ra ch\u1ed1ng l\u1ea1i s\u1ef1 b\u00f9ng ph\u00e1t coronavirus n\u00e0y, c\u0169ng nh\u01b0 nh\u1eefng th\u00e1ch th\u1ee9c kh\u00e1c m\u00e0 ch\u00fang ta c\u00f3 th\u1ec3 ph\u1ea3i \u0111\u1ed1i m\u1eb7t trong t\u01b0\u01a1ng lai.<\/p>\n<p>Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, AI v\u1eabn l\u00e0 m\u1ed9t xu h\u01b0\u1edbng ch\u00ednh khi k\u1ec3 t\u00ean nh\u1eefng c\u00f4ng ngh\u1ec7 s\u1ebd thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 gi\u1ea3i tr\u00ed trong t\u01b0\u01a1ng lai t\u1edbi \u0111\u00e2y. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd t\u1ed5ng quan v\u1ec1 nh\u1eefng g\u00ec ch\u00fang ta c\u00f3 th\u1ec3 mong \u0111\u1ee3i cho m\u1ed9t n\u0103m d\u00e0nh cho vi\u1ec7c x\u00e2y d\u1ef1ng l\u1ea1i cu\u1ed9c s\u1ed1ng sau \u0111\u1ea1i d\u1ecbch, c\u0169ng nh\u01b0 suy ngh\u0129 l\u1ea1i v\u1ec1 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c v\u00e0 c\u00e1c \u01b0u ti\u00ean kinh doanh.<\/p>\n<h3>Ph\u00e2n t\u00edch v\u00e0 n\u1eafm b\u1eaft Big Data th\u00f4ng minh h\u01a1n<\/h3>\n<p>Trong th\u1eddi k\u1ef3 \u0111\u1ea1i d\u1ecbch v\u1eabn \u0111ang di\u1ec5n ra n\u00e0y, tr\u01b0\u1edbc m\u1eaft ch\u00fang t\u00f4i nh\u1eadn th\u1ea5y nhu c\u1ea7u c\u1ea5p thi\u1ebft ph\u1ea3i nhanh ch\u00f3ng ph\u00e2n t\u00edch v\u00e0 kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u v\u1ec1 s\u1ef1 l\u00e2y lan c\u1ee7a vi r\u00fat tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi. C\u00e1c ch\u00ednh ph\u1ee7, c\u01a1 quan y t\u1ebf to\u00e0n c\u1ea7u, c\u00e1c trung t\u00e2m nghi\u00ean c\u1ee9u v\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111\u00e3 c\u00f9ng nhau ph\u00e1t tri\u1ec3n nh\u1eefng c\u00e1ch th\u1ee9c m\u1edbi m\u00e0 th\u00f4ng tin c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thu th\u1eadp, t\u1ed5ng h\u1ee3p v\u00e0 khai th\u00e1c. Ch\u00fang t\u00f4i \u0111\u00e3 quen v\u1edbi vi\u1ec7c nh\u00ecn th\u1ea5y k\u1ebft qu\u1ea3 c\u1ee7a vi\u1ec7c n\u00e0y tr\u00ean b\u1ea3n tin h\u00e0ng \u0111\u00eam, khi t\u1ef7 l\u1ec7 nhi\u1ec5m ho\u1eb7c t\u1eed vong m\u1edbi nh\u1ea5t \u0111\u01b0\u1ee3c \u0111\u01b0a ra \u1edf kh\u1eafp n\u01a1i.<\/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>Ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7 l\u00e0 l\u00fd do ch\u00ednh khi\u1ebfn \u0111\u1ea1i d\u1ecbch n\u00e0y ch\u01b0a gi\u1ebft ch\u1ebft nhi\u1ec1u ng\u01b0\u1eddi, v\u00ed d\u1ee5 nh\u01b0 \u0111\u1ee3t b\u00f9ng ph\u00e1t D\u1ecbch c\u00fam T\u00e2y Ban Nha n\u0103m 1918 \u0111\u00e3 c\u01b0\u1edbp \u0111i sinh m\u1ea1ng c\u1ee7a 50 tri\u1ec7u ng\u01b0\u1eddi. T\u1eeb ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 y t\u1ebf v\u00e0 c\u00e1c ti\u00eau chu\u1ea9n ch\u0103m s\u00f3c, \u0111\u1ebfn nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u00f4ng cho ph\u00e9p ph\u00e1t hi\u1ec7n c\u00e1c \u0111\u1ee3t b\u00f9ng ph\u00e1t nhanh h\u01a1n v\u00e0 \u00e1p \u0111\u1eb7t c\u00e1c bi\u1ec7n ph\u00e1p ng\u0103n ch\u1eb7n. Trong n\u0103m t\u1edbi, AI s\u1ebd \u0111\u01b0\u1ee3c th\u00eam v\u00e0o danh s\u00e1ch ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 cho ph\u00e9p ch\u00fang ta \u0111\u1ed1i ph\u00f3 hi\u1ec7u qu\u1ea3 h\u01a1n v\u1edbi \u0111\u1ea1i d\u1ecbch.<\/p>\n<p>Ch\u1ec9 ri\u00eang s\u1ef1 t\u0103ng tr\u01b0\u1edfng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng t\u00e0i li\u1ec7u khoa h\u1ecdc v\u00e0 y h\u1ecdc l\u00e0 r\u1ea5t l\u1edbn, v\u1edbi h\u01a1n 28.000 b\u00e0i b\u00e1o \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n v\u00e0o th\u00e1ng 4 n\u0103m nay li\u00ean quan \u0111\u1ebfn Covid-19. M\u1ed9t c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm chuy\u00ean d\u1ee5ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c thu\u1eadt to\u00e1n x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) \u0111\u00e3 c\u00f3 s\u1eb5n, v\u00ec v\u1eady b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a AI khi \u0111i\u1ec1u tra t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y.<\/p>\n<p>C\u00f4ng vi\u1ec7c c\u0169ng \u0111ang \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p AI \u0111\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft s\u1ef1 t\u1ed3n \u0111\u1ecdng l\u1edbn c\u1ee7a c\u00e1c v\u1ea5n \u0111\u1ec1 y t\u1ebf kh\u00e1c, ch\u1eb3ng h\u1ea1n nh\u01b0 ung th\u01b0, n\u01a1i vi\u1ec7c \u0111i\u1ec1u tr\u1ecb \u0111\u00e3 b\u1ecb \u1ea3nh h\u01b0\u1edfng do c\u00e1c ngu\u1ed3n l\u1ef1c \u0111\u01b0\u1ee3c chuy\u1ec3n h\u01b0\u1edbng \u0111\u1ec3 ch\u1ed1ng l\u1ea1i Covid-19. Trong n\u0103m t\u1edbi, ch\u00fang ta c\u00f3 th\u1ec3 s\u1ebd th\u1ea5y s\u1ef1 \u00e1p d\u1ee5ng nhanh ch\u00f3ng c\u1ee7a AI tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe kh\u00e1c, kh\u00f4ng ch\u1ec9 li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd vi r\u00fat.<\/p>\n<p>B\u1eb1ng c\u00e1ch ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng, kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 b\u1eb1ng m\u00e1y h\u1ecdc cho c\u00e1c b\u1ed9 d\u1eef li\u1ec7u to\u00e0n c\u1ea7u kh\u1ed5ng l\u1ed3 theo th\u1eddi gian th\u1ef1c n\u00e0y, ch\u00fang t\u00f4i s\u1ebd ph\u00e1t hi\u1ec7n c\u00e1c \u0111\u1ee3t b\u00f9ng ph\u00e1t d\u1ecbch d\u1ec5 d\u00e0ng h\u01a1n, theo d\u00f5i li\u00ean h\u1ec7 gi\u1eefa nh\u1eefng ng\u01b0\u1eddi b\u1ecb nhi\u1ec5m, cho ph\u00e9p ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c h\u01a1n v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c c\u00e1ch vi r\u00fat c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai, ph\u00e1t tri\u1ec3n c\u00e1c lo\u1ea1i v\u1eafc xin hi\u1ec7u qu\u1ea3 v\u00e0 l\u00e2u d\u00e0i h\u01a1n.<\/p>\n<h3>Ph\u00e1t hi\u1ec7n v\u00e0 Ph\u00f2ng ng\u1eeba T\u1ef1 \u0111\u1ed9ng<\/h3>\n<p>Ch\u00fang t\u00f4i \u0111\u00e3 th\u1ea5y vi\u1ec7c s\u1eed d\u1ee5ng m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i \u1edf m\u1ed9t s\u1ed1 khu v\u1ef1c ph\u00e1p l\u00fd, bao g\u1ed3m c\u1ea3 Hoa K\u1ef3, \u00edt nh\u1ea5t \u0111\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 theo d\u00f5i xem c\u00e1c nguy\u00ean t\u1eafc v\u1ec1 c\u00e1ch xa x\u00e3 h\u1ed9i c\u00f3 \u0111\u01b0\u1ee3c tu\u00e2n th\u1ee7 hay kh\u00f4ng. C\u00e1c \u1ee9ng d\u1ee5ng ti\u00ean ti\u1ebfn h\u01a1n \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai &#8211; ch\u1eb3ng h\u1ea1n nh\u01b0 m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i v\u1edbi kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n c\u00e1c tri\u1ec7u ch\u1ee9ng COVID nh\u01b0 nhi\u1ec7t \u0111\u1ed9 cao \u1edf c\u00e1c c\u00e1 nh\u00e2n trong m\u1ed9t \u0111\u00e1m \u0111\u00f4ng. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c camera tr\u00ean m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i thu \u0111\u01b0\u1ee3c v\u00e0 th\u00f4ng b\u00e1o cho ch\u00ednh quy\u1ec1n ho\u1eb7c qu\u1ea3n tr\u1ecb vi\u00ean \u0111\u1ecba ph\u01b0\u01a1ng v\u1ec1 s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u00e0 kh\u1ea3 n\u0103ng l\u00e2y lan c\u1ee7a vi r\u00fat.<\/p>\n<p>M\u1ed9t l\u0129nh v\u1ef1c t\u0103ng tr\u01b0\u1edfng li\u00ean quan kh\u00e1c s\u1ebd l\u00e0 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t, c\u0169ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c thu\u1eadt to\u00e1n <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> (Computer Vision). C\u00f3 ph\u1ea7n g\u00e2y tranh c\u00e3i h\u01a1n v\u00ec n\u00f3 t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c c\u00e1 nh\u00e2n, thay v\u00ec c\u00e1c h\u00ecnh m\u1eabu gi\u1eefa c\u00e1c nh\u00f3m ng\u01b0\u1eddi, nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ea3nh s\u00e1t s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng ng\u01b0\u1eddi tr\u1ed1n tr\u00e1nh c\u00e1ch ly, c\u0169ng nh\u01b0 \u0111\u1ec3 theo d\u00f5i chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a nh\u1eefng c\u00e1 nh\u00e2n c\u00f3 bi\u1ec3u hi\u1ec7n tri\u1ec7u ch\u1ee9ng trong m\u1ed9t \u0111\u00e1m \u0111\u00f4ng.<\/p>\n<p>C\u00e1c b\u1eb1ng ch\u1ee9ng d\u01b0\u1eddng nh\u01b0 cho th\u1ea5y r\u1eb1ng c\u00f4ng ch\u00fang \u0111\u00e3 tr\u1edf n\u00ean khoan dung h\u01a1n v\u1edbi c\u00e1c chi\u1ebfn thu\u1eadt gi\u00e1m s\u00e1t m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y \u0111\u01b0\u1ee3c coi l\u00e0 &#8220;qu\u00e1 h\u00e0 kh\u1eafc&#8221;, do nh\u1eefng nguy c\u01a1 v\u1ec1 s\u1ee9c kh\u1ecfe do virus g\u00e2y ra. Kh\u1ea3 n\u0103ng ch\u1ecbu \u0111\u1ef1ng n\u00e0y c\u00f3 th\u1ec3 s\u1ebd \u0111\u01b0\u1ee3c ki\u1ec3m tra th\u00eam trong 18 th\u00e1ng t\u1edbi khi c\u00e1c nh\u00e0 c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean th\u00e0nh th\u1ea1o h\u01a1n trong vi\u1ec7c th\u1ef1c hi\u1ec7n gi\u00e1m s\u00e1t do AI \u0111i\u1ec1u khi\u1ec3n, v\u00e0 th\u1eadm ch\u00ed l\u00e0 v\u1ea5n \u0111\u1ec1 th\u1ef1c thi.<\/p>\n<h3>Kinh doanh \u0111ang tr\u00ean \u0111\u00e0 ph\u1ee5c h\u1ed3i v\u00e0 nh\u1eefng d\u1ef1 \u0111o\u00e1n trong chuy\u1ec3n d\u1ecbch v\u1ec1 h\u00e0nh vi<\/h3>\n<p>C\u00e1ch ch\u00fang ta s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 giao ti\u1ebfp x\u00e3 h\u1ed9i \u0111\u00e3 b\u1ecb \u1ea3nh h\u01b0\u1edfng r\u1ea5t nhi\u1ec1u b\u1edfi s\u1ef1 lan truy\u1ec1n c\u1ee7a Covid-19. M\u1eb7c d\u00f9 \u0111\u00e3 c\u00f3 m\u1ed9t xu h\u01b0\u1edbng \u1ed5n \u0111\u1ecbnh v\u00e0 m\u1ea1nh m\u1ebd \u0111\u1ed1i v\u1edbi k\u1ef9 thu\u1eadt s\u1ed1 trong nhi\u1ec1u kh\u00eda c\u1ea1nh c\u1ee7a x\u00e3 h\u1ed9i, nh\u01b0ng n\u0103m nay, ch\u00fang ta \u0111\u00e3 ch\u1ee9ng ki\u1ebfn m\u1ed9t s\u1ef1 gi\u1eabm \u0111\u1ea1p. Doanh s\u1ed1 b\u00e1n h\u00e0ng c\u1ee7a Amazon trong qu\u00fd II n\u0103m 2020 \u0111\u00e3 t\u0103ng 40% so v\u1edbi c\u00f9ng k\u1ef3 n\u0103m ngo\u00e1i, v\u00ec ngay c\u1ea3 nh\u1eefng ng\u01b0\u1eddi t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay v\u1eabn xa l\u00e1nh b\u00e1n l\u1ebb tr\u1ef1c tuy\u1ebfn bu\u1ed9c ph\u1ea3i \u0111\u00e1nh gi\u00e1 l\u1ea1i c\u00e1c l\u1ef1a ch\u1ecdn c\u1ee7a h\u1ecd.<\/p>\n<p>C\u00e1c c\u00f4ng c\u1ee5 v\u00e0 n\u1ec1n t\u1ea3ng AI \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p hi\u1ec3u c\u00e1ch kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd \u0111ang th\u00edch \u1ee9ng v\u1edbi th\u1ef1c t\u1ebf m\u1edbi. C\u00e1c t\u1ed5 ch\u1ee9c tr\u01b0\u1edbc \u0111\u00e2y b\u1ecb t\u1ee5t h\u1eadu trong vi\u1ec7c ti\u1ebfp nh\u1eadn c\u00e1c k\u00eanh k\u1ef9 thu\u1eadt s\u1ed1 cho th\u01b0\u01a1ng m\u1ea1i v\u00e0 nu\u00f4i d\u01b0\u1ee1ng m\u1ed1i quan h\u1ec7 \u0111\u00e3 hi\u1ec3u ra t\u00ednh c\u1ea5p thi\u1ebft c\u1ee7a t\u00ecnh h\u00ecnh v\u00e0 nhanh ch\u00f3ng n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c c\u00e1c kh\u00e1i ni\u1ec7m nh\u01b0 ph\u00e2n t\u00edch h\u00e0nh vi v\u00e0 c\u00e1 nh\u00e2n h\u00f3a. C\u00e1c c\u00f4ng c\u1ee5 cung c\u1ea5p cho c\u00e1c t\u1ed5 ch\u1ee9c kh\u1ea3 n\u0103ng t\u1ef1 ph\u1ee5c v\u1ee5 v\u1edbi c\u00f4ng ngh\u1ec7 n\u00e0y s\u1ebd ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn trong su\u1ed1t n\u0103m 2021, khi c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf \u0111ang t\u00ecm c\u00e1ch thi\u1ebft l\u1eadp l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a h\u1ecd.<\/p>\n<h3>Ch\u1ea5m d\u1ee9t \u0111\u1ea1i d\u1ecbch ti\u1ebfp theo tr\u01b0\u1edbc khi n\u00f3 b\u1eaft \u0111\u1ea7u<\/h3>\n<p>H\u1ea7u h\u1ebft c\u00e1c thu\u1eadt to\u00e1n AI \u0111\u1ec1u h\u01b0\u1edbng t\u1edbi d\u1ef1 \u0111o\u00e1n v\u00e0 ch\u00e9n th\u00e1nh c\u1ee7a d\u1ecbch t\u1ec5 h\u1ecdc do AI h\u1ed7 tr\u1ee3 s\u1ebd l\u00e0 x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c th\u1eddi gian v\u00e0 \u0111\u1ecba \u0111i\u1ec3m b\u00f9ng ph\u00e1t trong t\u01b0\u01a1ng lai. Nghi\u00ean c\u1ee9u n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh trong m\u1ed9t th\u1eddi gian v\u00e0 tr\u00ean th\u1ef1c t\u1ebf, m\u1ed9t s\u1ed1 c\u1ea3nh b\u00e1o s\u1edbm nh\u1ea5t v\u1ec1 s\u1ef1 b\u00f9ng ph\u00e1t hi\u1ec7n t\u1ea1i \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi AI. C\u00f4ng c\u1ee5 c\u1ee7a BlueDot c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i Toronto \u0111\u00e3 qu\u00e9t 100.000 ngu\u1ed3n d\u1eef li\u1ec7u truy\u1ec1n th\u00f4ng v\u00e0 ch\u00ednh ph\u1ee7 h\u00e0ng ng\u00e0y khi \u0111\u01b0a ra c\u1ea3nh b\u00e1o v\u1ec1 m\u1ed9t \u0111\u1ee3t b\u00f9ng ph\u00e1t ti\u1ec1m \u1ea9n \u1edf V\u0169 H\u00e1n, Trung Qu\u1ed1c, v\u00e0o ng\u00e0y 31 th\u00e1ng 12 n\u0103m 2019.<\/p>\n<p>Ch\u00fang ta c\u00f3 th\u1ec3 mong \u0111\u1ee3i c\u00e1c nghi\u00ean c\u1ee9u v\u1ec1 AI s\u1ebd mang l\u1ea1i nh\u1eefng \u0111\u1ed9t ph\u00e1 h\u01a1n n\u1eefa trong 18 th\u00e1ng t\u1edbi, gi\u00fap t\u0103ng kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n v\u00e0 ph\u1ea3n \u1ee9ng c\u1ee7a ch\u00fang ta tr\u01b0\u1edbc nguy c\u01a1 b\u00f9ng ph\u00e1t virus. Tuy nhi\u00ean, \u0111\u1ec3 \u0111i\u1ec1u n\u00e0y x\u1ea3y ra, n\u00f3 c\u0169ng s\u1ebd \u0111\u00f2i h\u1ecfi s\u1ef1 h\u1ee3p t\u00e1c to\u00e0n c\u1ea7u li\u00ean t\u1ee5c gi\u1eefa c\u00e1c ch\u00ednh ph\u1ee7 v\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p t\u01b0 nh\u00e2n. \u0110i\u1ec1u n\u00e0y di\u1ec5n ra nh\u01b0 th\u1ebf n\u00e0o r\u1ea5t c\u00f3 th\u1ec3 s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi ch\u00ednh tr\u1ecb to\u00e0n c\u1ea7u v\u00e0 c\u00e1c nh\u00e0 l\u1eadp ph\u00e1p, c\u0169ng nh\u01b0 qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7. V\u00ec l\u00fd do n\u00e0y, c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 ti\u1ebfp c\u1eadn b\u1ed9 d\u1eef li\u1ec7u y t\u1ebf v\u00e0 c\u00e1c r\u00e0o c\u1ea3n \u0111\u1ed1i v\u1edbi vi\u1ec7c trao \u0111\u1ed5i th\u00f4ng tin qu\u1ed1c t\u1ebf c\u0169ng s\u1ebd l\u00e0 nh\u1eefng ch\u1ee7 \u0111\u1ec1 n\u00f3ng trong n\u0103m t\u1edbi.<\/p>\n<p><em>Theo<\/em> Forbes<\/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=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Tr&#432;&#7899;c khi &#273;&#7841;i d&#7883;ch to&agrave;n c&#7847;u x&#7843;y ra v&agrave;o n&#259;m 2020 v&agrave; th&#7871; gi&#7899;i &#273;ang &#273;&#7889;i di&#7879;n v&#7899;i s&#7921; suy gi&#7843;m kinh t&#7871;, Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o (AI), v&agrave; c&#7909; th&#7875; l&agrave; ph&acirc;n nh&aacute;nh c&#7911;a AI &#273;&#432;&#7907;c g&#7885;i l&agrave; h&#7885;c m&aacute;y (ML), th&#7921;c t&#7871; &#273;&atilde; t&#7841;o ra t&aacute;c &#273;&#7897;ng trong h&#7847;u h&#7871;t m&#7885;i ng&agrave;nh. &#272;&#7841;i&#8230;<\/p>\n","protected":false},"author":2,"featured_media":6934,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,1335],"class_list":["post-6923","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-ict-trends"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u1ef1 b\u00e1o top 4 xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o n\u0103m 2021 - 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\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"D\u1ef1 b\u00e1o top 4 xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o n\u0103m 2021 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Tr&#432;&#7899;c khi &#273;&#7841;i d&#7883;ch to&agrave;n c&#7847;u x&#7843;y ra v&agrave;o n&#259;m 2020 v&agrave; th&#7871; gi&#7899;i &#273;ang &#273;&#7889;i di&#7879;n v&#7899;i s&#7921; suy gi&#7843;m kinh t&#7871;, Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o (AI), v&agrave; c&#7909; th&#7875; l&agrave; ph&acirc;n nh&aacute;nh c&#7911;a AI &#273;&#432;&#7907;c g&#7885;i l&agrave; h&#7885;c m&aacute;y (ML), th&#7921;c t&#7871; &#273;&atilde; t&#7841;o ra t&aacute;c &#273;&#7897;ng trong h&#7847;u h&#7871;t m&#7885;i ng&agrave;nh. &#272;&#7841;i...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Artificial-Intelligence-ML-DL.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=\"12 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"D\u1ef1 b\u00e1o top 4 xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o n\u0103m 2021\",\"datePublished\":\"2020-09-23T00:47:19+00:00\",\"dateModified\":\"2020-09-23T01:15:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\\\/\"},\"wordCount\":2419,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/du-bao-top-4-xu-huong-trong-linh-vuc-tri-tue-nhan-tao-nam-2021-p6923\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/09\\\/TheGioiMayChu-Blog-AI-Artificial-Intelligence-ML-DL.jpg\",\"keywords\":[\"ai\",\"ict trends\"],\"articleSection\":[\"AI - 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