{"id":7935,"date":"2020-12-30T08:44:04","date_gmt":"2020-12-30T08:44:04","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=7935"},"modified":"2020-12-31T01:22:24","modified_gmt":"2020-12-31T01:22:24","slug":"du-bao-cac-xu-huong-chinh-cua-tri-tue-nhan-tao-nam-2021","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/du-bao-cac-xu-huong-chinh-cua-tri-tue-nhan-tao-nam-2021-p7935\/","title":{"rendered":"D\u1ef1 b\u00e1o c\u00e1c xu h\u01b0\u1edbng ch\u00ednh c\u1ee7a 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>Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t t\u1eeb th\u00f4ng d\u1ee5ng trong n\u0103m nay. <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh nh\u01b0 m\u1ed9t \u0111\u1ed9ng l\u1ef1c ch\u00ednh c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi ph\u00e1t tri\u1ec3n nh\u01b0 d\u1eef li\u1ec7u l\u1edbn, ng\u01b0\u1eddi m\u00e1y v\u00e0 IoT. V\u1eady th\u00ec 12 th\u00e1ng t\u1edbi \u0111\u00e2y \u0111\u1ed1i v\u1edbi AI s\u1ebd nh\u01b0 th\u1ebf n\u00e0o?<\/p>\n<p>Do h\u1eadu qu\u1ea3 c\u1ee7a \u0111\u1ea1i d\u1ecbch to\u00e0n c\u1ea7u, xu h\u01b0\u1edbng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u00e3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3, d\u1eabn \u0111\u1ebfn m\u1ed9t s\u1ed1 xu h\u01b0\u1edbng \u0111\u00e1ng ch\u00fa \u00fd trong th\u1ebf gi\u1edbi AI trong n\u0103m 2021.<\/p>\n<h3>Hyperautomation &#8211; Si\u00eau t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/h3>\n<p>Hyperautomation l\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Machine Learning \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng t\u00e0i nguy\u00ean nh\u00e2n l\u1ef1c v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh theo nh\u1eefng c\u00e1ch c\u00f3 t\u00e1c \u0111\u1ed9ng m\u1ea1nh h\u01a1n \u0111\u00e1ng k\u1ec3 so v\u1edbi kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a truy\u1ec1n th\u1ed1ng. C\u00e1c quy tr\u00ecnh kinh doanh t\u1ef1 \u0111\u1ed9ng ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi ho\u00e0n c\u1ea3nh thay \u0111\u1ed5i v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng b\u1ea5t ng\u1edd, do \u0111\u00f3 c\u1ea7n c\u00f3 AI. \u0110\u00e2y l\u00e0 \u0111i\u1ec1u m\u00e0 ch\u00fang ta s\u1ebd th\u1ea5y nhi\u1ec1u h\u01a1n trong n\u0103m m\u1edbi. \u0110i\u1ec1u \u0111\u00f3 l\u00e0 kh\u00f4ng nghi ng\u1edd g\u00ec n\u1eefa.<\/p>\n<h3>AI mang t\u00ednh nh\u00e2n b\u1ea3n<\/h3>\n<p>M\u1ed9t trong nh\u1eefng \u0111i\u1ec1u l\u1edbn nh\u1ea5t m\u00e0 ch\u00fang t\u00f4i mong \u0111\u1ee3i v\u00e0o n\u0103m 2021 l\u00e0 nhu c\u1ea7u s\u1eed d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 t\u00ednh nh\u00e2n b\u1ea3n ng\u00e0y c\u00e0ng cao. Tr\u01b0\u1edbc \u0111\u00e2y, c\u00e1c c\u00f4ng ty \u0111\u00e3 \u00e1p d\u1ee5ng AI v\u00e0 Machine Learning m\u00e0 kh\u00f4ng c\u1ea7n suy ngh\u0129 nhi\u1ec1u \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c \u0111\u1eb1ng sau ch\u00fang. Nh\u01b0ng gi\u1edd \u0111\u00e2y, ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 c\u00e1c nh\u00e2n vi\u00ean mong \u0111\u1ee3i c\u00e1c c\u00f4ng ty \u00e1p d\u1ee5ng AI m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m. Trong nh\u1eefng n\u0103m t\u1edbi, c\u00e1c c\u00f4ng ty s\u1ebd c\u1ed1 t\u00ecnh ch\u1ecdn h\u1ee3p t\u00e1c kinh doanh v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c cam k\u1ebft tu\u00e2n th\u1ee7 nguy\u00ean t\u1eafc ri\u00eang t\u01b0 c\u1ee7a d\u1eef li\u1ec7u v\u00e0 \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ea3n \u00e1nh gi\u00e1 tr\u1ecb c\u1ee7a ch\u00ednh h\u1ecd c\u0169ng nh\u01b0 gi\u00e1 tr\u1ecb c\u1ee7a kh\u00e1ch h\u00e0ng.<\/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<h3>AI t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c<\/h3>\n<p>M\u1ed9t d\u1ef1 \u0111o\u00e1n r\u1eb1ng v\u00e0o n\u0103m 2021, m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn c\u00e1c c\u00f4ng ty \u1edf ch\u1ebf \u0111\u1ed9 th\u00edch \u1ee9ng v\u00e0 t\u0103ng tr\u01b0\u1edfng s\u1ebd t\u00ecm \u0111\u1ebfn Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft s\u1ef1 gi\u00e1n \u0111o\u1ea1n t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c cho c\u1ea3 nh\u00e2n vi\u00ean l\u00e0m vi\u1ec7c d\u1ef1a tr\u00ean v\u1ecb tr\u00ed, th\u1ec3 ch\u1ea5t ho\u1eb7c con ng\u01b0\u1eddi v\u00e0 nh\u00e2n vi\u00ean tri th\u1ee9c l\u00e0m vi\u1ec7c t\u1ea1i nh\u00e0. AI s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho nh\u1eefng vi\u1ec7c nh\u01b0 t\u0103ng c\u01b0\u1eddng \u0111\u1ea1i l\u00fd d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, theo d\u00f5i s\u1ee9c kh\u1ecfe tr\u1edf l\u1ea1i l\u00e0m vi\u1ec7c v\u00e0 tr\u00edch xu\u1ea5t t\u00e0i li\u1ec7u th\u00f4ng minh.<\/p>\n<h3>An ninh m\u1ea1ng<\/h3>\n<p>L\u0129nh v\u1ef1c AI d\u01b0\u1eddng nh\u01b0 li\u00ean t\u1ee5c cho th\u1ea5y ch\u00fang c\u1ea7n \u0111\u01b0\u1ee3c bao b\u1ecdc trong th\u1ebf gi\u1edbi an ninh m\u1ea1ng, m\u1ed9t xu h\u01b0\u1edbng \u0111ang di\u1ec5n ra nh\u01b0ng th\u1eadt s\u1ef1 ch\u01b0a \u0111i \u0111\u1ebfn m\u1ed9t \u0111\u00edch \u0111\u1ebfn nh\u01b0 k\u1ef3 v\u1ecdng. C\u00f4ng ngh\u1ec7 AI v\u00e0 Machine Learning c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong an ninh m\u1ea1ng \u0111\u1ec3 gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1ed1i \u0111e d\u1ecda, bao g\u1ed3m c\u00e1c bi\u1ebfn th\u1ec3 c\u1ee7a c\u00e1c m\u1ed1i \u0111e d\u1ecda tr\u01b0\u1edbc \u0111\u00f3. Vi\u1ec7c s\u1eed d\u1ee5ng AI s\u1ebd m\u1edf r\u1ed9ng \u0111\u1ec3 t\u1ea1o ra nh\u1eefng ng\u00f4i nh\u00e0 th\u00f4ng minh, trong \u0111\u00f3 h\u1ec7 th\u1ed1ng h\u1ecdc c\u00e1c c\u00e1ch th\u1ee9c, th\u00f3i quen v\u00e0 s\u1edf th\u00edch c\u1ee7a nh\u1eefng ng\u01b0\u1eddi c\u01b0 ng\u1ee5 &#8211; c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh nh\u1eefng k\u1ebb x\u00e2m nh\u1eadp v\u00e0 b\u1ea3o v\u1ec7 ng\u00f4i nh\u00e0.<\/p>\n<p>V\u00e0 nh\u01b0 v\u1eady c\u00e1nh c\u1eeda c\u1ee7a n\u0103m 2020 \u0111\u00e3 g\u1ea7n nh\u01b0 kh\u00e9p l\u1ea1i \u0111\u1ec3 m\u1edf ra nh\u1eefng vi\u1ec5n c\u1ea3nh cho n\u0103m 2021 v\u1edbi nh\u1eefng k\u1ef3 v\u1ecdng v\u00e0 ni\u1ec1m tin, bao g\u1ed3m vi\u1ec7c kh\u1ed1ng ch\u1ebf \u0111\u1ea1i d\u1ecbch Covid-19, nh\u1eefng t\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c t\u1eeb s\u1ef1 chuy\u1ec3n \u0111\u1ed5i th\u00f3i quen l\u00e0m vi\u1ec7c, th\u00f3i quen mua s\u1eafm, s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 b\u01b0\u1edbc ngo\u1eb7t v\u1edbi tr\u1ecdng t\u00e2m l\u00e0 AI. Nh\u1eefng nh\u00e2n t\u1ed1 n\u00e0y ch\u1eafc ch\u1eafn s\u1ebd l\u00e0 \u0111\u1ed9ng l\u1ef1c r\u1ea5t l\u1edbn \u0111\u1ec3 th\u00fac \u0111\u1ea9y n\u1ec1n kinh t\u1ebf to\u00e0n c\u1ea7u chuy\u1ec3n sang m\u1ed9t giai \u0111o\u1ea1n m\u1edbi trong n\u0103m 2021.<\/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>Kh&ocirc;ng c&ograve;n nghi ng&#7901; g&igrave; n&#7919;a, Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o &#273;&atilde; tr&#7903; th&agrave;nh m&#7897;t t&#7915; th&ocirc;ng d&#7909;ng trong n&#259;m nay. Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o &#273;&atilde; &#273;&#432;&#7907;c x&aacute;c &#273;&#7883;nh nh&#432; m&#7897;t &#273;&#7897;ng l&#7921;c ch&iacute;nh c&#7911;a c&aacute;c c&ocirc;ng ngh&#7879; m&#7899;i ph&aacute;t tri&#7875;n nh&#432; d&#7919; li&#7879;u l&#7899;n, ng&#432;&#7901;i m&aacute;y v&agrave; IoT. V&#7853;y th&igrave; 12 th&aacute;ng t&#7899;i &#273;&acirc;y &#273;&#7889;i&#8230;<\/p>\n","protected":false},"author":2,"featured_media":7936,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,1335,29],"class_list":["post-7935","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-ict-trends","tag-machine-learning"],"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 c\u00e1c xu h\u01b0\u1edbng ch\u00ednh c\u1ee7a 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-cac-xu-huong-chinh-cua-tri-tue-nhan-tao-nam-2021-p7935\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"D\u1ef1 b\u00e1o c\u00e1c xu h\u01b0\u1edbng ch\u00ednh c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o n\u0103m 2021 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Kh&ocirc;ng c&ograve;n nghi ng&#7901; g&igrave; n&#7919;a, Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o &#273;&atilde; tr&#7903; th&agrave;nh m&#7897;t t&#7915; th&ocirc;ng d&#7909;ng trong n&#259;m nay. 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