{"id":2034,"date":"2021-07-28T10:05:05","date_gmt":"2021-07-28T03:05:05","guid":{"rendered":"https:\/\/tino.org\/?p=2034"},"modified":"2026-10-30T11:00:11","modified_gmt":"2026-10-30T04:00:11","slug":"tri-tue-nhan-tao-ai-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/tri-tue-nhan-tao-ai-la-gi\/","title":{"rendered":"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 g\u00ec? C\u00e1c lo\u1ea1i AI, c\u00e1ch ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI, vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence) l\u00e0 l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 l\u00e0m nh\u1eefng vi\u1ec7c v\u1ed1n c\u1ea7n tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi, nh\u01b0 nh\u1eadn bi\u1ebft h\u00ecnh \u1ea3nh, hi\u1ec3u ng\u00f4n ng\u1eef, d\u1ef1 \u0111o\u00e1n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, b\u1eb1ng c\u00e1ch h\u1ecdc quy lu\u1eadt t\u1eeb d\u1eef li\u1ec7u.<\/strong> ChatGPT, b\u1ed9 l\u1ecdc th\u01b0 r\u00e1c hay t\u00ednh n\u0103ng g\u1ee3i \u00fd video \u0111\u1ec1u l\u00e0 AI; kh\u00e1c nhau \u1edf lo\u1ea1i m\u00f4 h\u00ecnh v\u00e0 m\u1ee9c \u0111\u1ed9 t\u1ef1 ch\u1ee7.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00e0i n\u00e0y gi\u1ea3i th\u00edch AI l\u00e0 g\u00ec, c\u00e1c lo\u1ea1i AI v\u00e0 c\u00e1ch AI li\u00ean quan t\u1edbi m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent<\/a>. N\u1ebfu b\u1ea1n mu\u1ed1n t\u1ef1 g\u1ecdi model AI trong \u1ee9ng d\u1ee5ng c\u1ee7a m\u00ecnh, xem th\u00eam <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">c\u00e1ch l\u1ea5y LLM API key mi\u1ec5n ph\u00ed<\/a>.<\/p>\n\n\n\n<h2 id=\"Tr\u00ed_tu\u1ec7_nh\u00e2n_t\u1ea1o_(AI)_l\u00e0_g\u00ec?\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a m\u00e1y t\u00ednh m\u00f4 ph\u1ecfng m\u1ed9t s\u1ed1 ch\u1ee9c n\u0103ng tr\u00ed tu\u1ec7 c\u1ee7a con ng\u01b0\u1eddi: h\u1ecdc, suy lu\u1eadn, hi\u1ec3u ng\u00f4n ng\u1eef, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh v\u00e0 \u00e2m thanh. M\u1ed9t h\u1ec7 th\u1ed1ng AI nh\u1eadn d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, suy ra k\u1ebft qu\u1ea3 theo nh\u1eefng g\u00ec \u0111\u00e3 h\u1ecdc, r\u1ed3i \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi, d\u1ef1 \u0111o\u00e1n ho\u1eb7c h\u00e0nh \u0111\u1ed9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ecbnh ngh\u0129a \u0111\u01b0\u1ee3c nhi\u1ec1u c\u01a1 quan qu\u1ea3n l\u00fd d\u00f9ng hi\u1ec7n nay l\u00e0 c\u1ee7a <a href=\"https:\/\/oecd.ai\/en\/wonk\/ai-system-definition-update\" target=\"_blank\" rel=\"noopener nofollow\">OECD (c\u1eadp nh\u1eadt n\u0103m 2023)<\/a>: h\u1ec7 th\u1ed1ng AI l\u00e0 h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean m\u00e1y, v\u1edbi m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng ho\u1eb7c ng\u1ea7m \u0111\u1ecbnh, <em>suy ra<\/em> t\u1eeb d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u00e1ch t\u1ea1o \u0111\u1ea7u ra nh\u01b0 d\u1ef1 \u0111o\u00e1n, n\u1ed9i dung, khuy\u1ebfn ngh\u1ecb ho\u1eb7c quy\u1ebft \u0111\u1ecbnh, c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng t\u1edbi m\u00f4i tr\u01b0\u1eddng th\u1ef1c ho\u1eb7c \u1ea3o. M\u1ed7i h\u1ec7 th\u1ed1ng c\u00f3 m\u1ee9c t\u1ef1 ch\u1ee7 v\u00e0 kh\u1ea3 n\u0103ng th\u00edch nghi kh\u00e1c nhau sau khi tri\u1ec3n khai.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/06\/word-image-154.jpg\" alt=\"Minh ho\u1ea1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: b\u00e0n tay robot n\u00e2ng qu\u1ea3 c\u1ea7u d\u1eef li\u1ec7u\" class=\"wp-image-2037\" title=\"\"><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Thu\u1eadt ng\u1eef &#8220;artificial intelligence&#8221; ra \u0111\u1eddi t\u1eeb d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u m\u00f9a h\u00e8 n\u0103m 1956 t\u1ea1i \u0110\u1ea1i h\u1ecdc Dartmouth do John McCarthy kh\u1edfi x\u01b0\u1edbng, \u0111\u01b0\u1ee3c xem l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u c\u1ee7a ng\u00e0nh (<a href=\"https:\/\/home.dartmouth.edu\/about\/artificial-intelligence-ai-coined-dartmouth\" target=\"_blank\" rel=\"noopener nofollow\">Dartmouth<\/a>). T\u1eeb \u0111\u00f3 AI \u0111i qua nhi\u1ec1u giai \u0111o\u1ea1n: h\u1ec7 chuy\u00ean gia vi\u1ebft lu\u1eadt b\u1eb1ng tay, h\u1ecdc m\u00e1y th\u1ed1ng k\u00ea, r\u1ed3i h\u1ecdc s\u00e2u v\u00e0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn nh\u01b0 hi\u1ec7n nay.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u01b0u \u00fd: AI kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi robot, v\u00e0 AI hi\u1ec7n nay kh\u00f4ng c\u00f3 \u00fd th\u1ee9c hay c\u1ea3m x\u00fac th\u1eadt. Xem th\u00eam <a href=\"https:\/\/tino.vn\/blog\/diem-khac-nhau-giua-y-thuc-va-tri-tue-nhan-tao\/\">\u0111i\u1ec3m kh\u00e1c nhau gi\u1eefa \u00fd th\u1ee9c v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>.<\/p>\n\n\n\n<h2 id=\"AI_ho\u1ea1t_\u0111\u1ed9ng_nh\u01b0_th\u1ebf_n\u00e0o?\">AI ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n l\u1edbn AI hi\u1ec7n nay ho\u1ea1t \u0111\u1ed9ng theo hai giai \u0111o\u1ea1n: hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn. Khi hu\u1ea5n luy\u1ec7n, m\u00f4 h\u00ecnh xem r\u1ea5t nhi\u1ec1u v\u00ed d\u1ee5 v\u00e0 t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh tham s\u1ed1 \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u00fang h\u01a1n; khi suy lu\u1eadn, m\u00f4 h\u00ecnh \u0111\u00e3 h\u1ecdc nh\u1eadn d\u1eef li\u1ec7u m\u1edbi v\u00e0 \u0111\u01b0a ra k\u1ebft qu\u1ea3. Ch\u1ea5t l\u01b0\u1ee3ng AI ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u1eef li\u1ec7u:<\/strong> \u1ea3nh, v\u0103n b\u1ea3n, \u00e2m thanh, b\u1ea3ng s\u1ed1\u2026 k\u00e8m nh\u00e3n ho\u1eb7c kh\u00f4ng.<\/li>\n\n\n<li><strong>M\u00f4 h\u00ecnh:<\/strong> m\u1ed9t h\u00e0m to\u00e1n h\u1ecdc c\u00f3 r\u1ea5t nhi\u1ec1u tham s\u1ed1, v\u00ed d\u1ee5 m\u1ea1ng n\u01a1-ron.<\/li>\n\n\n<li><strong>Hu\u1ea5n luy\u1ec7n:<\/strong> so k\u1ebft qu\u1ea3 d\u1ef1 \u0111o\u00e1n v\u1edbi \u0111\u00e1p \u00e1n, s\u1eeda tham s\u1ed1 \u0111\u1ec3 gi\u1ea3m sai s\u1ed1; l\u1eb7p r\u1ea5t nhi\u1ec1u l\u1ea7n.<\/li>\n\n\n<li><strong>Suy lu\u1eadn:<\/strong> d\u00f9ng m\u00f4 h\u00ecnh \u0111\u00e3 hu\u1ea5n luy\u1ec7n cho d\u1eef li\u1ec7u m\u1edbi, v\u00ed d\u1ee5 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi b\u1ea1n g\u00f5 v\u00e0o chatbot.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1400\" height=\"750\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/tri-tue-nhan-tao-ai-la-gi-cac-tang.webp\" alt=\"S\u01a1 \u0111\u1ed3 l\u1ed3ng nhau: tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ch\u1ee9a h\u1ecdc m\u00e1y, h\u1ecdc m\u00e1y ch\u1ee9a h\u1ecdc s\u00e2u, h\u1ecdc s\u00e2u ch\u1ee9a LLM; LLM l\u00e0m b\u1ed9 n\u00e3o cho AI agent\" class=\"wp-image-132907\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/tri-tue-nhan-tao-ai-la-gi-cac-tang.webp 1400w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/tri-tue-nhan-tao-ai-la-gi-cac-tang-300x161.webp 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/tri-tue-nhan-tao-ai-la-gi-cac-tang-1024x549.webp 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/tri-tue-nhan-tao-ai-la-gi-cac-tang-768x411.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c kh\u00e1i ni\u1ec7m n\u00e0y l\u1ed3ng v\u00e0o nhau. H\u1ecdc m\u00e1y l\u00e0 nh\u00e1nh ch\u00ednh c\u1ee7a AI hi\u1ec7n \u0111\u1ea1i. H\u1ecdc s\u00e2u l\u00e0 h\u1ecdc m\u00e1y d\u00f9ng <a href=\"https:\/\/tino.vn\/blog\/neural-network-la-gi\/\">m\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o<\/a> nhi\u1ec1u l\u1edbp. LLM l\u00e0 m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u d\u00f9ng <a href=\"https:\/\/tino.vn\/blog\/transformer-llm-la-gi\/\">ki\u1ebfn tr\u00fac Transformer<\/a>, h\u1ecdc tr\u00ean l\u01b0\u1ee3ng v\u0103n b\u1ea3n r\u1ea5t l\u1edbn \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n ch\u1eef ti\u1ebfp theo, nh\u1edd \u0111\u00f3 vi\u1ebft, d\u1ecbch, t\u00f3m t\u1eaft v\u00e0 l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n<h2 id=\"C\u00e1c_lo\u1ea1i_tr\u00ed_tu\u1ec7_nh\u00e2n_t\u1ea1o\">C\u00e1c lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i theo hai c\u00e1ch: theo n\u0103ng l\u1ef1c (AI h\u1eb9p, AI t\u1ed5ng qu\u00e1t, si\u00eau tr\u00ed tu\u1ec7) v\u00e0 theo ch\u1ee9c n\u0103ng (4 lo\u1ea1i c\u1ee7a Arend Hintze). Theo c\u1ea3 hai c\u00e1ch, m\u1ecdi h\u1ec7 th\u1ed1ng AI \u0111ang d\u00f9ng th\u1ef1c t\u1ebf \u0111\u1ec1u l\u00e0 AI h\u1eb9p; c\u00e1c lo\u1ea1i c\u00f2n l\u1ea1i v\u1eabn l\u00e0 m\u1ee5c ti\u00eau nghi\u00ean c\u1ee9u ho\u1eb7c gi\u1ea3 thuy\u1ebft.<\/p>\n\n\n\n<h3 id=\"Ph\u00e2n_lo\u1ea1i_theo_n\u0103ng_l\u1ef1c\">Ph\u00e2n lo\u1ea1i theo n\u0103ng l\u1ef1c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI h\u1eb9p (narrow AI, c\u00f2n g\u1ecdi AI y\u1ebfu):<\/strong> gi\u1ecfi m\u1ed9t nh\u00f3m vi\u1ec7c c\u1ee5 th\u1ec3 nh\u01b0 nh\u1eadn di\u1ec7n \u1ea3nh, d\u1ecbch, ch\u01a1i c\u1edd, l\u00e1i xe t\u1ef1 \u0111\u1ed9ng. Chatbot d\u00f9ng LLM l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u vi\u1ec7c h\u01a1n AI truy\u1ec1n th\u1ed1ng nh\u01b0ng v\u1eabn \u0111\u01b0\u1ee3c x\u1ebfp v\u00e0o nh\u00f3m n\u00e0y v\u00ec kh\u00f4ng t\u1ef1 h\u1ecdc v\u00e0 th\u00edch nghi nh\u01b0 con ng\u01b0\u1eddi \u1edf m\u1ecdi l\u0129nh v\u1ef1c.<\/li>\n\n\n<li><strong>AI t\u1ed5ng qu\u00e1t (AGI):<\/strong> AI c\u00f3 th\u1ec3 h\u1ecdc v\u00e0 l\u00e0m h\u1ea7u h\u1ebft vi\u1ec7c tr\u00ed \u00f3c \u1edf m\u1ee9c con ng\u01b0\u1eddi. \u0110\u00e2y l\u00e0 m\u1ee5c ti\u00eau c\u00e1c ph\u00f2ng nghi\u00ean c\u1ee9u l\u1edbn c\u00f4ng b\u1ed1 theo \u0111u\u1ed5i, ch\u01b0a c\u00f3 h\u1ec7 th\u1ed1ng n\u00e0o \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn r\u1ed9ng r\u00e3i l\u00e0 AGI. \u00d4 t\u00f4 t\u1ef1 l\u00e1i hay robot ph\u1eabu thu\u1eadt kh\u00f4ng ph\u1ea3i AGI, ch\u00fang l\u00e0 AI h\u1eb9p.<\/li>\n\n\n<li><strong>Si\u00eau tr\u00ed tu\u1ec7 (ASI):<\/strong> AI v\u01b0\u1ee3t con ng\u01b0\u1eddi \u1edf m\u1ecdi l\u0129nh v\u1ef1c. Ho\u00e0n to\u00e0n l\u00e0 gi\u1ea3 thuy\u1ebft, th\u01b0\u1eddng xu\u1ea5t hi\u1ec7n trong th\u1ea3o lu\u1eadn v\u1ec1 an to\u00e0n AI.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/06\/word-image-156.jpg\" alt=\"Minh ho\u1ea1 AI h\u1eb9p h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u00ean laptop\" class=\"wp-image-2041\" title=\"\"><\/figure>\n<\/div>\n\n\n<h3 id=\"Ph\u00e2n_lo\u1ea1i_theo_ch\u1ee9c_n\u0103ng\">Ph\u00e2n lo\u1ea1i theo ch\u1ee9c n\u0103ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00e0 nghi\u00ean c\u1ee9u Arend Hintze (\u0110\u1ea1i h\u1ecdc Michigan State) chia AI th\u00e0nh 4 lo\u1ea1i theo kh\u1ea3 n\u0103ng ghi nh\u1edb v\u00e0 nh\u1eadn th\u1ee9c (<a href=\"https:\/\/theconversation.com\/understanding-the-four-types-of-ai-from-reactive-robots-to-self-aware-beings-67616\" target=\"_blank\" rel=\"noopener nofollow\">The Conversation, 14\/11\/2016<\/a>):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>M\u00e1y ph\u1ea3n \u1ee9ng (reactive machines):<\/strong> ch\u1ec9 ph\u1ea3n \u1ee9ng v\u1edbi t\u00ecnh hu\u1ed1ng hi\u1ec7n t\u1ea1i, kh\u00f4ng c\u00f3 tr\u00ed nh\u1edb. V\u00ed d\u1ee5: Deep Blue c\u1ee7a IBM ch\u01a1i c\u1edd vua.<\/li>\n\n\n<li><strong>Tr\u00ed nh\u1edb c\u00f3 h\u1ea1n (limited memory):<\/strong> d\u00f9ng d\u1eef li\u1ec7u g\u1ea7n \u0111\u00e2y \u0111\u1ec3 quy\u1ebft \u0111\u1ecbnh, v\u00ed d\u1ee5 xe t\u1ef1 l\u00e1i theo d\u00f5i t\u1ed1c \u0111\u1ed9 c\u00e1c xe xung quanh. Ph\u1ea7n l\u1edbn AI hi\u1ec7n nay thu\u1ed9c nh\u00f3m n\u00e0y.<\/li>\n\n\n<li><strong>Thuy\u1ebft t\u00e2m tr\u00ed (theory of mind):<\/strong> hi\u1ec3u \u0111\u01b0\u1ee3c suy ngh\u0129, c\u1ea3m x\u00fac, \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi kh\u00e1c. Ch\u01b0a c\u00f3.<\/li>\n\n\n<li><strong>T\u1ef1 nh\u1eadn th\u1ee9c (self-awareness):<\/strong> c\u00f3 \u00fd th\u1ee9c v\u1ec1 ch\u00ednh m\u00ecnh. Ch\u01b0a c\u00f3, v\u00e0 c\u0169ng ch\u01b0a c\u00f3 c\u00e1ch \u0111o \u0111\u00e1ng tin c\u1eady.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i ra, ng\u01b0\u1eddi ta hay n\u00f3i t\u1edbi <strong>AI t\u1ea1o sinh (generative AI)<\/strong>: AI t\u1ea1o ra n\u1ed9i dung m\u1edbi nh\u01b0 v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh, video. Chatbot, c\u00f4ng c\u1ee5 t\u1ea1o \u1ea3nh v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/cong-cu-tao-video-ai\/\">c\u00f4ng c\u1ee5 t\u1ea1o video AI<\/a> \u0111\u1ec1u thu\u1ed9c nh\u00f3m n\u00e0y.<\/p>\n\n\n\n<h2 id=\"AI,_LLM_v\u00e0_AI_agent_kh\u00e1c_nhau_th\u1ebf_n\u00e0o?\">AI, LLM v\u00e0 AI agent kh\u00e1c nhau th\u1ebf n\u00e0o?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI l\u00e0 l\u0129nh v\u1ef1c bao tr\u00f9m; LLM l\u00e0 m\u1ed9t lo\u1ea1i m\u00f4 h\u00ecnh AI chuy\u00ean v\u1ec1 ng\u00f4n ng\u1eef; AI agent l\u00e0 h\u1ec7 th\u1ed1ng d\u00f9ng LLM \u0111\u1ec3 t\u1ef1 l\u00e0m m\u1ed9t chu\u1ed7i vi\u1ec7c. N\u00f3i c\u00e1ch kh\u00e1c, m\u1ecdi LLM \u0111\u1ec1u l\u00e0 AI nh\u01b0ng kh\u00f4ng ph\u1ea3i AI n\u00e0o c\u0169ng l\u00e0 LLM, v\u00e0 agent th\u00ec c\u1ea7n LLM c\u1ed9ng th\u00eam c\u00f4ng c\u1ee5 v\u00e0 v\u00f2ng l\u1eb7p t\u1ef1 ki\u1ec3m tra k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Kh\u00e1i ni\u1ec7m<\/th><th>L\u00e0 g\u00ec<\/th><th>V\u00ed d\u1ee5<\/th><\/tr><\/thead><tbody><tr><td>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/td><td>L\u0129nh v\u1ef1c bao tr\u00f9m: m\u1ecdi h\u1ec7 th\u1ed1ng m\u00e1y suy ra \u0111\u1ea7u ra (d\u1ef1 \u0111o\u00e1n, n\u1ed9i dung, quy\u1ebft \u0111\u1ecbnh) t\u1eeb d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o<\/td><td>L\u1ecdc th\u01b0 r\u00e1c, g\u1ee3i \u00fd video, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t<\/td><\/tr><tr><td>H\u1ecdc m\u00e1y (machine learning)<\/td><td>Nh\u00e1nh c\u1ee7a AI: m\u00e1y t\u1ef1 h\u1ecdc quy lu\u1eadt t\u1eeb d\u1eef li\u1ec7u thay v\u00ec \u0111\u01b0\u1ee3c vi\u1ebft s\u1eb5n t\u1eebng lu\u1eadt<\/td><td>D\u1ef1 \u0111o\u00e1n kh\u00e1ch r\u1eddi b\u1ecf, ch\u1ea5m \u0111i\u1ec3m t\u00edn d\u1ee5ng<\/td><\/tr><tr><td>H\u1ecdc s\u00e2u (deep learning)<\/td><td>H\u1ecdc m\u00e1y d\u00f9ng m\u1ea1ng n\u01a1-ron nhi\u1ec1u l\u1edbp<\/td><td>Nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i, x\u1eed l\u00fd \u1ea3nh y t\u1ebf<\/td><\/tr><tr><td>LLM (m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn)<\/td><td>M\u00f4 h\u00ecnh h\u1ecdc s\u00e2u ki\u1ebfn tr\u00fac Transformer, h\u1ecdc tr\u00ean l\u01b0\u1ee3ng v\u0103n b\u1ea3n r\u1ea5t l\u1edbn \u0111\u1ec3 hi\u1ec3u v\u00e0 t\u1ea1o ng\u00f4n ng\u1eef<\/td><td>Model ch\u1ea1y sau ChatGPT, Gemini, Claude<\/td><\/tr><tr><td>AI agent<\/td><td>H\u1ec7 th\u1ed1ng d\u00f9ng LLM l\u00e0m &#8220;b\u1ed9 n\u00e3o&#8221;, t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch, g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 l\u1eb7p \u0111\u1ebfn khi xong vi\u1ec7c<\/td><td>Agent \u0111\u1ecdc email, tra l\u1ecbch r\u1ed3i t\u1ef1 \u0111\u1eb7t cu\u1ed9c h\u1ecdp<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">N\u0103m kh\u00e1i ni\u1ec7m hay b\u1ecb d\u00f9ng l\u1eabn: m\u1ed7i d\u00f2ng d\u01b0\u1edbi l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a d\u00f2ng tr\u00ean, ri\u00eang AI agent l\u00e0 h\u1ec7 th\u1ed1ng x\u00e2y quanh LLM.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Mu\u1ed1n hi\u1ec3u s\u00e2u t\u1eebng ph\u1ea7n: <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent l\u00e0 g\u00ec<\/a>, <a href=\"https:\/\/tino.vn\/blog\/transformer-llm-la-gi\/\">Transformer v\u00e0 LLM<\/a>, <a href=\"https:\/\/tino.vn\/blog\/rag-la-gi\/\">RAG l\u00e0 g\u00ec<\/a> (c\u00e1ch cho LLM tra t\u00e0i li\u1ec7u ri\u00eang) v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/so-sanh-cac-ai-model-theo-benchmark\/\">so s\u00e1nh c\u00e1c AI model theo benchmark<\/a>.<\/p>\n\n\n\n<h2 id=\"\u1ee8ng_d\u1ee5ng_c\u1ee7a_AI_trong_\u0111\u1eddi_s\u1ed1ng\">\u1ee8ng d\u1ee5ng c\u1ee7a AI trong \u0111\u1eddi s\u1ed1ng<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u0111\u00e3 c\u00f3 m\u1eb7t trong nhi\u1ec1u vi\u1ec7c h\u1eb1ng ng\u00e0y, th\u01b0\u1eddng \u1edf d\u1ea1ng t\u00ednh n\u0103ng n\u1eb1m b\u00ean trong s\u1ea3n ph\u1ea9m quen thu\u1ed9c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c l\u0129nh v\u1ef1c ph\u1ed5 bi\u1ebfn; m\u1ed7i \u1ee9ng d\u1ee5ng v\u1eabn c\u1ea7n con ng\u01b0\u1eddi ki\u1ec3m tra \u1edf nh\u1eefng quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng.<\/p>\n\n\n\n<h3 id=\"Kinh_doanh_v\u00e0_ch\u0103m_s\u00f3c_kh\u00e1ch_h\u00e0ng\">Kinh doanh v\u00e0 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chatbot tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p tr\u00ean website, \u1ee9ng d\u1ee5ng nh\u1eafn tin.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u00e1n h\u00e0ng, d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u, ph\u00e2n nh\u00f3m kh\u00e1ch h\u00e0ng.<\/li>\n\n\n<li>T\u1ef1 \u0111\u1ed9ng ho\u00e1 quy tr\u00ecnh (so\u1ea1n email, t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, nh\u1eadp li\u1ec7u) b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/n8n-la-gi\/\">n8n<\/a> k\u1ebft h\u1ee3p model AI.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/06\/word-image-158.jpg\" alt=\"Minh ho\u1ea1 \u1ee9ng d\u1ee5ng AI trong kinh doanh v\u00e0 t\u00e0i ch\u00ednh\" class=\"wp-image-2045\" title=\"\"><\/figure>\n<\/div>\n\n\n<h3 id=\"Y_t\u1ebf\">Y t\u1ebf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI h\u1ed7 tr\u1ee3 \u0111\u1ecdc \u1ea3nh ch\u1ee5p y khoa (X-quang, CT), s\u1eafp x\u1ebfp l\u1ecbch kh\u00e1m, t\u00f3m t\u1eaft h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n. K\u1ebft qu\u1ea3 c\u1ee7a AI l\u00e0 g\u1ee3i \u00fd cho b\u00e1c s\u0129, kh\u00f4ng thay cho ch\u1ea9n \u0111o\u00e1n c\u1ee7a b\u00e1c s\u0129.<\/p>\n\n\n\n<h3 id=\"M\u1ea1ng_x\u00e3_h\u1ed9i_v\u00e0_gi\u1ea3i_tr\u00ed\">M\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 gi\u1ea3i tr\u00ed<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Facebook, TikTok, YouTube d\u00f9ng AI \u0111\u1ec3 g\u1ee3i \u00fd n\u1ed9i dung theo h\u00e0nh vi xem, ph\u00e1t hi\u1ec7n n\u1ed9i dung vi ph\u1ea1m v\u00e0 t\u1ea1o ph\u1ee5 \u0111\u1ec1 t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 id=\"Du_l\u1ecbch_v\u00e0_d\u1ecbch_v\u1ee5\">Du l\u1ecbch v\u00e0 d\u1ecbch v\u1ee5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI gi\u00fap g\u1ee3i \u00fd l\u1ecbch tr\u00ecnh, so s\u00e1nh v\u00e9 v\u00e0 ph\u00f2ng, tr\u1ea3 l\u1eddi kh\u00e1ch qua chatbot nhi\u1ec1u ng\u00f4n ng\u1eef.<\/p>\n\n\n\n<h3 id=\"B\u1ea3o_m\u1eadt_d\u1eef_li\u1ec7u\">B\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI ph\u00e2n t\u00edch nh\u1eadt k\u00fd h\u1ec7 th\u1ed1ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n h\u00e0nh vi b\u1ea5t th\u01b0\u1eddng, nh\u1eadn di\u1ec7n email l\u1eeba \u0111\u1ea3o v\u00e0 m\u00e3 \u0111\u1ed9c. Ng\u01b0\u1ee3c l\u1ea1i, k\u1ebb x\u1ea5u c\u0169ng d\u00f9ng AI \u0111\u1ec3 vi\u1ebft email l\u1eeba \u0111\u1ea3o thuy\u1ebft ph\u1ee5c h\u01a1n, n\u00ean v\u1eabn c\u1ea7n quy tr\u00ecnh b\u1ea3o m\u1eadt c\u01a1 b\u1ea3n.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/06\/word-image-160.jpg\" alt=\"Minh ho\u1ea1 chip AI tr\u00ean b\u1ea3ng m\u1ea1ch, t\u01b0\u1ee3ng tr\u01b0ng cho b\u1ea3o m\u1eadt d\u1eef li\u1ec7u b\u1eb1ng AI\" class=\"wp-image-2049\" title=\"\"><\/figure>\n<\/div>\n\n\n<h3 id=\"Robot_v\u00e0_t\u1ef1_\u0111\u1ed9ng_ho\u00e1\">Robot v\u00e0 t\u1ef1 \u0111\u1ed9ng ho\u00e1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Robot trong nh\u00e0 m\u00e1y, kho h\u00e0ng d\u00f9ng AI \u0111\u1ec3 nh\u1eadn di\u1ec7n v\u1eadt th\u1ec3 v\u00e0 ch\u1ecdn \u0111\u01b0\u1eddng \u0111i. Robot h\u00ecnh ng\u01b0\u1eddi nh\u01b0 Sophia (Hanson Robotics) l\u00e0 v\u00ed d\u1ee5 hay \u0111\u01b0\u1ee3c nh\u1eafc t\u1edbi, nh\u01b0ng kh\u1ea3 n\u0103ng &#8220;giao ti\u1ebfp&#8221; c\u1ee7a ch\u00fang v\u1eabn l\u00e0 m\u00f4 ph\u1ecfng.<\/p>\n\n\n\n<h2 id=\"L\u1ee3i_\u00edch_v\u00e0_h\u1ea1n_ch\u1ebf_c\u1ee7a_AI\">L\u1ee3i \u00edch v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI gi\u00fap l\u00e0m nhanh c\u00e1c vi\u1ec7c l\u1eb7p l\u1ea1i, x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng \u0111\u1ecdc k\u1ecbp v\u00e0 l\u00e0m vi\u1ec7c li\u00ean t\u1ee5c. \u0110\u1ed5i l\u1ea1i, AI c\u00f3 th\u1ec3 sai m\u1ed9t c\u00e1ch t\u1ef1 tin, h\u1ecdc theo thi\u00ean l\u1ec7ch c\u00f3 s\u1eb5n trong d\u1eef li\u1ec7u v\u00e0 \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.<\/p>\n\n\n\n<h3 id=\"L\u1ee3i_\u00edch\">L\u1ee3i \u00edch<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>R\u00fat ng\u1eafn th\u1eddi gian cho vi\u1ec7c l\u1eb7p l\u1ea1i: so\u1ea1n nh\u00e1p, ph\u00e2n lo\u1ea1i, t\u00f3m t\u1eaft, nh\u1eadp li\u1ec7u.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 t\u00ecm xu h\u01b0\u1edbng, b\u1ea5t th\u01b0\u1eddng.<\/li>\n\n\n<li>Ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c, ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi c\u00f9ng l\u00fac.<\/li>\n\n\n<li>Gi\u00fap ng\u01b0\u1eddi kh\u00f4ng chuy\u00ean ti\u1ebfp c\u1eadn vi\u1ec7c tr\u01b0\u1edbc \u0111\u00e2y c\u1ea7n k\u1ef9 n\u0103ng ri\u00eang, nh\u01b0 vi\u1ebft code \u0111\u01a1n gi\u1ea3n hay d\u1ecbch t\u00e0i li\u1ec7u.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"H\u1ea1n_ch\u1ebf\">H\u1ea1n ch\u1ebf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u00f3 th\u1ec3 sai ho\u1eb7c &#8220;b\u1ecba&#8221;:<\/strong> LLM \u0111\u00f4i khi t\u1ea1o th\u00f4ng tin nghe h\u1ee3p l\u00fd nh\u01b0ng sai (hallucination).<\/li>\n\n\n<li><strong>Thi\u00ean l\u1ec7ch:<\/strong> d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n l\u1ec7ch th\u00ec k\u1ebft qu\u1ea3 l\u1ec7ch theo.<\/li>\n\n\n<li><strong>Kh\u00f3 gi\u1ea3i th\u00edch:<\/strong> nhi\u1ec1u m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u l\u00e0 &#8220;h\u1ed9p \u0111en&#8221;, kh\u00f3 bi\u1ebft v\u00ec sao ra k\u1ebft qu\u1ea3.<\/li>\n\n\n<li><strong>Quy\u1ec1n ri\u00eang t\u01b0:<\/strong> d\u1eef li\u1ec7u b\u1ea1n nh\u1eadp c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u01b0u ho\u1eb7c d\u00f9ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5, tu\u1ef3 \u0111i\u1ec1u kho\u1ea3n t\u1eebng nh\u00e0 cung c\u1ea5p.<\/li>\n\n\n<li><strong>Chi ph\u00ed:<\/strong> hu\u1ea5n luy\u1ec7n v\u00e0 ch\u1ea1y m\u00f4 h\u00ecnh l\u1edbn c\u1ea7n nhi\u1ec1u m\u00e1y ch\u1ee7 GPU v\u00e0 \u0111i\u1ec7n n\u0103ng.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"Khi_n\u00e0o_kh\u00f4ng_n\u00ean_giao_ho\u00e0n_to\u00e0n_cho_AI\">Khi n\u00e0o kh\u00f4ng n\u00ean giao ho\u00e0n to\u00e0n cho AI<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng n\u00ean \u0111\u1ec3 AI t\u1ef1 quy\u1ebft nh\u1eefng vi\u1ec7c c\u00f3 h\u1eadu qu\u1ea3 l\u1edbn nh\u01b0 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh, t\u01b0 v\u1ea5n ph\u00e1p l\u00fd, duy\u1ec7t kho\u1ea3n vay hay tuy\u1ec3n d\u1ee5ng m\u00e0 kh\u00f4ng c\u00f3 ng\u01b0\u1eddi ki\u1ec3m tra. C\u0169ng kh\u00f4ng n\u00ean d\u00e1n m\u1eadt kh\u1ea9u, API key, d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng hay t\u00e0i li\u1ec7u m\u1eadt v\u00e0o chatbot c\u00f4ng c\u1ed9ng.<\/p>\n\n\n\n<h2 id=\"B\u1eaft_\u0111\u1ea7u_d\u00f9ng_AI_t\u1eeb_\u0111\u00e2u?\">B\u1eaft \u0111\u1ea7u d\u00f9ng AI t\u1eeb \u0111\u00e2u?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch d\u1ec5 nh\u1ea5t l\u00e0 d\u00f9ng th\u1eed m\u1ed9t chatbot: xem <a href=\"https:\/\/tino.vn\/blog\/cong-cu-chatbot-ai-tot-nhat\/\">c\u00e1c c\u00f4ng c\u1ee5 chatbot AI ph\u1ed5 bi\u1ebfn<\/a> nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/chatgpt-la-gi\/\">ChatGPT<\/a>, Gemini, Claude. Khi c\u1ea7n \u0111\u01b0a AI v\u00e0o \u1ee9ng d\u1ee5ng ho\u1eb7c quy tr\u00ecnh, b\u1ea1n g\u1ecdi model qua API (<a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">danh s\u00e1ch LLM c\u00f3 API key mi\u1ec5n ph\u00ed<\/a>), ch\u1ea1y model ngay tr\u00ean m\u00e1y (<a href=\"https:\/\/tino.vn\/blog\/local-model-la-gi\/\">local model l\u00e0 g\u00ec<\/a>) ho\u1eb7c d\u1ef1ng <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent<\/a> t\u1ef1 l\u00e0m vi\u1ec7c nhi\u1ec1u b\u01b0\u1edbc.<\/p>\n\n\n\n<h2 id=\"C\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"AI_l\u00e0_vi\u1ebft_t\u1eaft_c\u1ee7a_t\u1eeb_g\u00ec?\">AI l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a t\u1eeb g\u00ec?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">AI l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence, ngh\u0129a l\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: l\u0129nh v\u1ef1c t\u1ea1o ra h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh c\u00f3 th\u1ec3 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, hi\u1ec3u ng\u00f4n ng\u1eef, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ho\u1eb7c quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"V\u00ed_d\u1ee5_\u0111i\u1ec3n_h\u00ecnh_c\u1ee7a_AI_l\u00e0_g\u00ec?\">V\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a AI l\u00e0 g\u00ec?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Chatbot nh\u01b0 ChatGPT, Gemini, Claude; tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i nh\u01b0 Siri, Google Assistant; b\u1ed9 l\u1ecdc th\u01b0 r\u00e1c trong email; g\u1ee3i \u00fd video tr\u00ean YouTube, TikTok; nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t \u0111\u1ec3 m\u1edf kho\u00e1 \u0111i\u1ec7n tho\u1ea1i; d\u1ecbch t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Th\u1ebf_n\u00e0o_l\u00e0_Reactive_Machine?\">Th\u1ebf n\u00e0o l\u00e0 Reactive Machine?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Reactive Machine (m\u00e1y ph\u1ea3n \u1ee9ng) l\u00e0 lo\u1ea1i AI \u0111\u01a1n gi\u1ea3n nh\u1ea5t trong c\u00e1ch ph\u00e2n lo\u1ea1i c\u1ee7a Arend Hintze: ch\u1ec9 ph\u1ea3n \u1ee9ng v\u1edbi t\u00ecnh hu\u1ed1ng hi\u1ec7n t\u1ea1i, kh\u00f4ng l\u01b0u tr\u00ed nh\u1edb v\u00e0 kh\u00f4ng d\u00f9ng kinh nghi\u1ec7m c\u0169. V\u00ed d\u1ee5 quen thu\u1ed9c l\u00e0 Deep Blue c\u1ee7a IBM, m\u00e1y ch\u01a1i c\u1edd vua th\u1eafng Garry Kasparov n\u0103m 1997.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"AI_c\u00f3_nh\u1eefng_h\u1ea1n_ch\u1ebf_n\u00e0o?\">AI c\u00f3 nh\u1eefng h\u1ea1n ch\u1ebf n\u00e0o?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">AI c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi sai m\u1ed9t c\u00e1ch t\u1ef1 tin, h\u1ecdc theo thi\u00ean l\u1ec7ch trong d\u1eef li\u1ec7u, kh\u00f3 gi\u1ea3i th\u00edch c\u00e1ch ra quy\u1ebft \u0111\u1ecbnh, \u0111\u1eb7t ra r\u1ee7i ro quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 t\u1ed1n nhi\u1ec1u t\u00e0i nguy\u00ean t\u00ednh to\u00e1n. V\u00ec v\u1eady k\u1ebft qu\u1ea3 c\u1ee7a AI \u1edf vi\u1ec7c quan tr\u1ecdng c\u1ea7n con ng\u01b0\u1eddi ki\u1ec3m tra.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"ChatGPT_c\u00f3_ph\u1ea3i_l\u00e0_AI_kh\u00f4ng?\">ChatGPT c\u00f3 ph\u1ea3i l\u00e0 AI kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">C\u00f3. ChatGPT l\u00e0 \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh c\u1ee7a OpenAI, ch\u1ea1y tr\u00ean c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) d\u00f2ng GPT. N\u00f3 thu\u1ed9c nh\u00f3m AI h\u1eb9p: r\u1ea5t gi\u1ecfi x\u1eed l\u00fd ng\u00f4n ng\u1eef nh\u01b0ng kh\u00f4ng c\u00f3 \u00fd th\u1ee9c v\u00e0 kh\u00f4ng ph\u1ea3i AGI.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"AI_kh\u00e1c_AI_agent_nh\u01b0_th\u1ebf_n\u00e0o?\">AI kh\u00e1c AI agent nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">AI l\u00e0 c\u1ea3 l\u0129nh v\u1ef1c. AI agent l\u00e0 m\u1ed9t ki\u1ec3u h\u1ec7 th\u1ed1ng AI c\u1ee5 th\u1ec3: d\u00f9ng LLM \u0111\u1ec3 t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch, g\u1ecdi c\u00f4ng c\u1ee5 (t\u00ecm ki\u1ebfm, API, ph\u1ea7n m\u1ec1m) v\u00e0 l\u1eb7p l\u1ea1i \u0111\u1ebfn khi ho\u00e0n th\u00e0nh m\u1ee5c ti\u00eau, thay v\u00ec ch\u1ec9 tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"AI l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a t\u1eeb g\u00ec?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>AI l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence, ngh\u0129a l\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: l\u0129nh v\u1ef1c t\u1ea1o ra h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh c\u00f3 th\u1ec3 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, hi\u1ec3u ng\u00f4n ng\u1eef, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ho\u1eb7c quy\u1ebft \u0111\u1ecbnh.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"V\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a AI l\u00e0 g\u00ec?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Chatbot nh\u01b0 ChatGPT, Gemini, Claude; tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i nh\u01b0 Siri, Google Assistant; b\u1ed9 l\u1ecdc th\u01b0 r\u00e1c trong email; g\u1ee3i \u00fd video tr\u00ean YouTube, TikTok; nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t \u0111\u1ec3 m\u1edf kho\u00e1 \u0111i\u1ec7n tho\u1ea1i; d\u1ecbch t\u1ef1 \u0111\u1ed9ng.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Th\u1ebf n\u00e0o l\u00e0 Reactive Machine?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Reactive Machine (m\u00e1y ph\u1ea3n \u1ee9ng) l\u00e0 lo\u1ea1i AI \u0111\u01a1n gi\u1ea3n nh\u1ea5t trong c\u00e1ch ph\u00e2n lo\u1ea1i c\u1ee7a Arend Hintze: ch\u1ec9 ph\u1ea3n \u1ee9ng v\u1edbi t\u00ecnh hu\u1ed1ng hi\u1ec7n t\u1ea1i, kh\u00f4ng l\u01b0u tr\u00ed nh\u1edb v\u00e0 kh\u00f4ng d\u00f9ng kinh nghi\u1ec7m c\u0169. V\u00ed d\u1ee5 quen thu\u1ed9c l\u00e0 Deep Blue c\u1ee7a IBM, m\u00e1y ch\u01a1i c\u1edd vua th\u1eafng Garry Kasparov n\u0103m 1997.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"AI c\u00f3 nh\u1eefng h\u1ea1n ch\u1ebf n\u00e0o?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>AI c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi sai m\u1ed9t c\u00e1ch t\u1ef1 tin, h\u1ecdc theo thi\u00ean l\u1ec7ch trong d\u1eef li\u1ec7u, kh\u00f3 gi\u1ea3i th\u00edch c\u00e1ch ra quy\u1ebft \u0111\u1ecbnh, \u0111\u1eb7t ra r\u1ee7i ro quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 t\u1ed1n nhi\u1ec1u t\u00e0i nguy\u00ean t\u00ednh to\u00e1n. V\u00ec v\u1eady k\u1ebft qu\u1ea3 c\u1ee7a AI \u1edf vi\u1ec7c quan tr\u1ecdng c\u1ea7n con ng\u01b0\u1eddi ki\u1ec3m tra.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"ChatGPT c\u00f3 ph\u1ea3i l\u00e0 AI kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3. ChatGPT l\u00e0 \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh c\u1ee7a OpenAI, ch\u1ea1y tr\u00ean c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) d\u00f2ng GPT. N\u00f3 thu\u1ed9c nh\u00f3m AI h\u1eb9p: r\u1ea5t gi\u1ecfi x\u1eed l\u00fd ng\u00f4n ng\u1eef nh\u01b0ng kh\u00f4ng c\u00f3 \u00fd th\u1ee9c v\u00e0 kh\u00f4ng ph\u1ea3i AGI.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"AI kh\u00e1c AI agent nh\u01b0 th\u1ebf n\u00e0o?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>AI l\u00e0 c\u1ea3 l\u0129nh v\u1ef1c. AI agent l\u00e0 m\u1ed9t ki\u1ec3u h\u1ec7 th\u1ed1ng AI c\u1ee5 th\u1ec3: d\u00f9ng LLM \u0111\u1ec3 t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch, g\u1ecdi c\u00f4ng c\u1ee5 (t\u00ecm ki\u1ebfm, API, ph\u1ea7n m\u1ec1m) v\u00e0 l\u1eb7p l\u1ea1i \u0111\u1ebfn khi ho\u00e0n th\u00e0nh m\u1ee5c ti\u00eau, thay v\u00ec ch\u1ec9 tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI, vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence) l\u00e0 l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 l\u00e0m nh\u1eefng vi\u1ec7c v\u1ed1n c\u1ea7n tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi, nh\u01b0 nh\u1eadn bi\u1ebft h\u00ecnh \u1ea3nh, hi\u1ec3u ng\u00f4n ng\u1eef, d\u1ef1 \u0111o\u00e1n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, b\u1eb1ng c\u00e1ch h\u1ecdc quy lu\u1eadt t\u1eeb d\u1eef li\u1ec7u. [&hellip;]<\/p>\n","protected":false},"author":24,"featured_media":132861,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7347],"tags":[6149,7340],"class_list":["post-2034","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-doi-so","tag-chuyen-doi-so","tag-cong-nghe-ai"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/2034","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/comments?post=2034"}],"version-history":[{"count":2,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/2034\/revisions"}],"predecessor-version":[{"id":133149,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/2034\/revisions\/133149"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/132861"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=2034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=2034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=2034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}