{"id":4795,"date":"2026-03-05T17:25:26","date_gmt":"2026-03-05T10:25:26","guid":{"rendered":"https:\/\/c4ir.vn\/?p=4795"},"modified":"2026-03-05T17:30:40","modified_gmt":"2026-03-05T10:30:40","slug":"lumina-la-gi","status":"publish","type":"post","link":"https:\/\/c4ir.vn\/en\/lumina-la-gi\/","title":{"rendered":"Lumina l\u00e0 g\u00ec? N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi cho s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng"},"content":{"rendered":"<div class=\"fancybox\"><p><span style=\"font-weight: 400;\">T\u1ea1i c\u00e1c di\u1ec5n \u0111\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 &#8220;c\u00f3 n\u00ean \u00e1p d\u1ee5ng gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn hay kh\u00f4ng&#8221;, m\u00e0 l\u00e0 &#8220;n\u00ean theo \u0111u\u1ed5i gi\u1ea3i ph\u00e1p n\u00e0o&#8221; \u0111\u1ec3 tr\u00e1nh t\u00ecnh tr\u1ea1ng ph\u00e2n m\u1ea3nh ngu\u1ed3n l\u1ef1c. \u0110\u00e2y ch\u00ednh l\u00e0 b\u1ed1i c\u1ea3nh ra \u0111\u1eddi c\u1ee7a <\/span><b>Lumina<\/b><span style=\"font-weight: 400;\">, n\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 c\u00f4ng nghi\u1ec7p h\u1ed7 tr\u1ee3 b\u1edfi AI c\u1ee7a <a href=\"https:\/\/c4ir.vn\/en\/video-dien-dan-kinh-te-the-gioi-wef-la-ai\/\">Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi (WEF)<\/a>, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u.<\/span><\/p>\n<h2 data-path-to-node=\"4\">Lumina l\u00e0 g\u00ec?<\/h2>\n<p><iframe loading=\"lazy\" title=\"Gi\u1edbi thi\u1ec7u Lumina: N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u1ebf h\u1ec7 m\u1edbi cho s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u\" width=\"696\" height=\"522\" src=\"https:\/\/www.youtube.com\/embed\/wfGiLI6UFfs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p data-path-to-node=\"6\">Lumina l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 h\u1ed7 tr\u1ee3 b\u1edfi AI d\u00e0nh cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p, d\u1ef1a tr\u00ean c\u00e1c nguy\u00ean t\u1eafc trung l\u1eadp v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi (WEF). Lumina li\u00ean k\u1ebft c\u00e1c b\u1eb1ng ch\u1ee9ng th\u1ef1c ti\u1ec5n v\u00e0 tr\u1ea3i nghi\u1ec7m \u0111\u1ed3ng \u0111\u1eb3ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp t\u1eadp th\u1ec3 v\u00e0 th\u00fac \u0111\u1ea9y c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u00f3 t\u00ednh to\u00e1n.<\/p>\n<p data-path-to-node=\"6\">Lumina chuy\u1ec3n \u0111\u1ed5i nh\u1eefng g\u00ec c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t h\u00e0ng \u0111\u1ea7u \u0111\u00e3 th\u1ef1c hi\u1ec7n v\u00e0 nh\u1eefng g\u00ec \u0111\u00e3 th\u00e0nh c\u00f4ng th\u00e0nh nh\u1eefng h\u01b0\u1edbng d\u1eabn \u0111\u00e1ng tin c\u1eady. K\u1ebft qu\u1ea3 mang l\u1ea1i l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng, c\u00f3 t\u00ednh b\u1ed1i c\u1ea3nh v\u00e0 t\u1eadp trung v\u00e0o kh\u1ea3 n\u0103ng th\u1ef1c thi.<\/p>\n<h3><b>T\u1ea7m nh\u00ecn ngo\u1ea1i vi m\u1edf r\u1ed9ng: Ph\u00e1 v\u1ee1 ranh gi\u1edbi gi\u1eefa c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i c\u1ee7a Lumina l\u00e0 kh\u1ea3 n\u0103ng cung c\u1ea5p m\u1ed9t &#8220;t\u1ea7m nh\u00ecn ngo\u1ea1i vi&#8221; m\u1edf r\u1ed9ng. Thay v\u00ec ch\u1ec9 so s\u00e1nh h\u1ea1n h\u1eb9p trong c\u00f9ng m\u1ed9t l\u0129nh v\u1ef1c, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1ch c\u00e1c n\u0103ng l\u1ef1c ti\u00ean ti\u1ebfn, t\u1eeb AI t\u00e1c nh\u00e2n (Agentic AI) \u0111\u1ebfn vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh t\u1ef1 ch\u1ee7 hi\u1ec7n \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai ph\u1ed5 bi\u1ebfn trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m, \u00f4 t\u00f4 hay logistics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Theo \u00f4ng Federico Torti, Tr\u01b0\u1edfng b\u1ed9 ph\u1eadn S\u00e1ng ki\u1ebfn \u0110\u1ed5i m\u1edbi v\u00e0 C\u00f4ng ngh\u1ec7 t\u1ea1i Trung t\u00e2m S\u1ea3n xu\u1ea5t v\u00e0 Chu\u1ed7i cung \u1ee9ng Ti\u00ean ti\u1ebfn c\u1ee7a WEF, Lumina kh\u00f4ng ch\u1ec9 \u0111\u01b0a ra m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t \u0111\u01a1n l\u1ebb m\u00e0 ti\u1ebft l\u1ed9 c\u00e1c m\u00f4 h\u00ecnh th\u00e0nh c\u00f4ng. N\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap doanh nghi\u1ec7p nh\u1eadn di\u1ec7n:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u01a1i s\u1ef1 h\u1ed9i t\u1ee5 \u0111a c\u00f4ng ngh\u1ec7 mang l\u1ea1i t\u00e1c \u0111\u1ed9ng n\u0103ng su\u1ea5t cao h\u01a1n t\u1edbi <\/span><b>1,6 l\u1ea7n<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1ch c\u00e1c \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn \u0111\u01b0\u1ee3c nh\u00fang s\u00e2u v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c thay v\u00ec ch\u1ec9 d\u1eebng l\u1ea1i \u1edf c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eefng n\u1ec1n t\u1ea3ng n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i gi\u00fap duy tr\u00ec s\u1ef1 th\u00e0nh c\u00f4ng b\u1ec1n v\u1eefng.<\/span><\/li>\n<\/ul>\n<p data-path-to-node=\"12\">Lumina cho ph\u00e9p c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o kh\u00e1m ph\u00e1 c\u00e1c m\u00f4 h\u00ecnh xuy\u00ean su\u1ed1t gi\u1eefa m\u1ee5c ti\u00eau kinh doanh, n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh v\u00e0 c\u00f4ng ngh\u1ec7; t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf thay v\u00ec nh\u1eefng v\u00ed d\u1ee5 \u0111\u01a1n l\u1ebb.<\/p>\n<ul data-path-to-node=\"13\">\n<li>\n<p data-path-to-node=\"13,0,0\"><b data-path-to-node=\"13,0,0\" data-index-in-node=\"0\">\u0110\u00e1nh gi\u00e1 (Assess):<\/b> Th\u1ea5u hi\u1ec3u c\u00e1c l\u1ed7 h\u1ed5ng hi\u1ec7u su\u1ea5t v\u00e0 c\u00e1ch c\u00e1c \u0111\u1ed1i th\u1ee7 c\u00f9ng ng\u00e0nh gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c t\u01b0\u01a1ng t\u1ef1.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"13,1,0\"><b data-path-to-node=\"13,1,0\" data-index-in-node=\"0\">C\u1ea3i thi\u1ec7n (Improve):<\/b> X\u00e1c \u0111\u1ecbnh c\u00e1c n\u0103ng l\u1ef1c v\u00e0 c\u00f4ng ngh\u1ec7 c\u00f3 m\u1ed1i li\u00ean h\u1ec7 ch\u1eb7t ch\u1ebd nh\u1ea5t v\u1edbi t\u00e1c \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 cao.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"13,2,0\"><b data-path-to-node=\"13,2,0\" data-index-in-node=\"0\">Truy\u1ec1n c\u1ea3m h\u1ee9ng (Inspire):<\/b> Kh\u00e1m ph\u00e1 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng (use cases) \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh v\u00e0 c\u00e1c m\u00f4 h\u00ecnh chuy\u1ec3n \u0111\u1ed5i tr\u00ean kh\u1eafp c\u00e1c ng\u00e0nh v\u00e0 khu v\u1ef1c.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"13,3,0\"><b data-path-to-node=\"13,3,0\" data-index-in-node=\"0\">D\u1eabn d\u1eaft (Guide):<\/b> Chuy\u1ec3n h\u00f3a tham v\u1ecdng th\u00e0nh c\u00e1c l\u1ed9 tr\u00ecnh th\u1ef1c thi kh\u1ea3 thi, d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng v\u00e0 c\u00e1c t\u00edn hi\u1ec7u v\u1ec1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"13,4,0\"><b data-path-to-node=\"13,4,0\" data-index-in-node=\"0\">K\u1ebft n\u1ed1i (Connect):<\/b> T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed3ng nghi\u1ec7p v\u00e0 chuy\u00ean gia t\u1eeb c\u00e1c c\u00f4ng ty h\u00e0ng \u0111\u1ea7u \u0111\u1ec3 h\u1ecdc h\u1ecfi t\u1eeb ch\u00ednh h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u1ee7a h\u1ecd.<\/p>\n<\/li>\n<\/ul>\n<h3><b>Chuy\u1ec3n h\u00f3a d\u1eef li\u1ec7u th\u00e0nh hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Ch\u00ednh th\u1ee9c ra m\u1eaft v\u00e0o th\u00e1ng 1\/2026, Lumina kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t b\u1ed9 ch\u1ec9 s\u1ed1 t\u0129nh. \u0110\u00e2y l\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i kh\u00f4ng ng\u1eebng ti\u1ebfn h\u00f3a th\u00f4ng qua ph\u1ea3n h\u1ed3i t\u1eeb c\u1ed9ng \u0111\u1ed3ng. D\u1eef li\u1ec7u th\u1ef1c nghi\u1ec7m t\u1eeb M\u1ea1ng l\u01b0\u1edbi H\u1ea3i \u0111\u0103ng To\u00e0n c\u1ea7u (<a title=\"Global Lighthouse Network\" href=\"https:\/\/initiatives.weforum.org\/global-lighthouse-network\/home\" target=\"_blank\" rel=\"noopener\">Global Lighthouse Network<\/a>) cho th\u1ea5y nh\u1eefng con s\u1ed1 \u1ea5n t\u01b0\u1ee3ng khi doanh nghi\u1ec7p t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 chia s\u1ebb:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Ch\u1ec9 s\u1ed1 hi\u1ec7u qu\u1ea3<\/b><\/td>\n<td><b>T\u00e1c \u0111\u1ed9ng d\u1ef1 ki\u1ebfn<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>T\u1ed1c \u0111\u1ed9 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Nhanh h\u01a1n 25% \u2013 50%<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Kh\u1ea3 n\u0103ng ch\u1ed1ng ch\u1ecbu r\u1ee7i ro<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Gi\u1ea3m bi\u1ebfn \u0111\u1ed9ng doanh thu t\u1edbi 8 l\u1ea7n<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>L\u1ee3i nhu\u1eadn \u0111\u1ea7u t\u01b0 (3 n\u0103m)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">G\u1ea5p 2 \u2013 3 l\u1ea7n (T\u0103ng l\u00ean 4 \u2013 5 l\u1ea7n khi \u1edf quy m\u00f4 l\u1edbn)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><b>T\u1eeb s\u1ef1 xu\u1ea5t s\u1eafc \u0111\u01a1n l\u1ebb \u0111\u1ebfn ti\u1ebfn b\u1ed9 t\u1eadp th\u1ec3<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Sau h\u01a1n 8 n\u0103m t\u00edch l\u0169y d\u1eef li\u1ec7u t\u1eeb g\u1ea7n 1.200 tr\u01b0\u1eddng h\u1ee3p chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p th\u00e0nh c\u00f4ng, WEF \u0111\u00e3 ph\u00e1t tri\u1ec3n H\u1ec7 \u0111i\u1ec1u h\u00e0nh H\u1ea3i \u0111\u0103ng (<a href=\"https:\/\/initiatives.weforum.org\/global-lighthouse-network\/lighthouses\" target=\"_blank\" rel=\"noopener\">Lighthouse OS<\/a>). \u0110\u00e2y l\u00e0 khung x\u01b0\u01a1ng cho Lumina, gi\u00fap ghi l\u1ea1i c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c h\u00e0ng \u0111\u1ea7u s\u1eafp x\u1ebfp th\u1ee9 t\u1ef1 thay \u0111\u1ed5i tr\u00ean ba tr\u1ee5c ch\u00ednh: C\u00f4ng ngh\u1ec7 \u2013 Con ng\u01b0\u1eddi \u2013 Quy tr\u00ecnh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Lumina cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c kh\u00f4ng ch\u1ec9 so s\u00e1nh hi\u1ec7u su\u1ea5t m\u00e0 c\u00f2n kh\u00e1m ph\u00e1 c\u00e1c l\u1ed9 tr\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh. B\u1eb1ng c\u00e1ch h\u1ea1 th\u1ea5p r\u00e0o c\u1ea3n h\u1ecdc t\u1eadp, n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap chuy\u1ec3n d\u1ecbch chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p t\u1eeb nh\u1eefng \u1ed1c \u0111\u1ea3o xu\u1ea5t s\u1eafc \u0111\u01a1n l\u1ebb th\u00e0nh m\u1ed9t ti\u1ebfn tr\u00ecnh ti\u1ebfn b\u1ed9 t\u1eadp th\u1ec3 m\u1ea1nh m\u1ebd.<\/span><\/p>\n<h3 data-path-to-node=\"15\">H\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng \u0111\u01a1n v\u1ecb d\u1eabn \u0111\u1ea7u<\/h3>\n<p data-path-to-node=\"16\">Kh\u00e1m ph\u00e1 c\u00e1ch c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ti\u00ean ti\u1ebfn nh\u1ea5t th\u1ebf gi\u1edbi \u0111ang tri\u1ec3n khai <b data-path-to-node=\"16\" data-index-in-node=\"71\">AI C\u00f4ng nghi\u1ec7p<\/b> \u1edf quy m\u00f4 l\u1edbn. Qua 15 giai \u0111o\u1ea1n c\u00f4ng nh\u1eadn danh hi\u1ec7u H\u1ea3i \u0111\u0103ng (Waves, t\u1eeb W01 \u0111\u1ebfn W15), m\u1ed9t m\u00f4 h\u00ecnh r\u00f5 r\u00e0ng \u0111\u00e3 xu\u1ea5t hi\u1ec7n: nh\u1eefng c\u00f4ng ngh\u1ec7 th\u00fac \u0111\u1ea9y s\u1ef1 chuy\u1ec3n \u0111\u1ed5i h\u00f4m nay s\u1ebd \u0111\u1ecbnh ngh\u0129a l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a ng\u00e0y mai. \u0110\u00e2y ch\u00ednh l\u00e0 l\u1ed9 tr\u00ecnh cho nh\u1eefng g\u00ec th\u1ef1c s\u1ef1 hi\u1ec7u qu\u1ea3.<\/p>\n<h4 data-path-to-node=\"17\">S\u1ef1 t\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd<\/h4>\n<p data-path-to-node=\"18\">C\u00e1c c\u00f4ng ngh\u1ec7 \u0111ang m\u1edf r\u1ed9ng quy m\u00f4 nhanh nh\u1ea5t qua 15 giai \u0111o\u1ea1n H\u1ea3i \u0111\u0103ng, gi\u00fap x\u00e1c \u0111\u1ecbnh nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 \u0111ang mang l\u1ea1i th\u00e0nh qu\u1ea3:<\/p>\n<table data-path-to-node=\"19\">\n<thead>\n<tr>\n<td><strong>C\u00f4ng ngh\u1ec7<\/strong><\/td>\n<td><strong>M\u1ee9c t\u0103ng tr\u01b0\u1edfng<\/strong><\/td>\n<td><strong>Giai \u0111o\u1ea1n W01-05<\/strong><\/td>\n<td><strong>Giai \u0111o\u1ea1n W06-10<\/strong><\/td>\n<td><strong>Giai \u0111o\u1ea1n W11-15<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span data-path-to-node=\"19,1,0,0\"><b data-path-to-node=\"19,1,0,0\" data-index-in-node=\"0\">LLMs (M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn)<\/b><\/span><\/td>\n<td><span data-path-to-node=\"19,1,1,0\"><b data-path-to-node=\"19,1,1,0\" data-index-in-node=\"0\">51\u00d7<\/b> (W06-10 \u2192 W11-15)<\/span><\/td>\n<td><span data-path-to-node=\"19,1,2,0\">0<\/span><\/td>\n<td><span data-path-to-node=\"19,1,3,0\">0,2<\/span><\/td>\n<td><span data-path-to-node=\"19,1,4,0\">10,2<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"19,2,0,0\"><b data-path-to-node=\"19,2,0,0\" data-index-in-node=\"0\">Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t (Prescriptive Analytics)<\/b><\/span><\/td>\n<td><span data-path-to-node=\"19,2,1,0\"><b data-path-to-node=\"19,2,1,0\" data-index-in-node=\"0\">6,9\u00d7<\/b> (W01-05 \u2192 W11-15)<\/span><\/td>\n<td><span data-path-to-node=\"19,2,2,0\">2,8<\/span><\/td>\n<td><span data-path-to-node=\"19,2,3,0\">7,6<\/span><\/td>\n<td><span data-path-to-node=\"19,2,4,0\">19,2<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"19,3,0,0\"><b data-path-to-node=\"19,3,0,0\" data-index-in-node=\"0\">X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/b><\/span><\/td>\n<td><span data-path-to-node=\"19,3,1,0\"><b data-path-to-node=\"19,3,1,0\" data-index-in-node=\"0\">6,5\u00d7<\/b> (W01-05 \u2192 W11-15)<\/span><\/td>\n<td><span data-path-to-node=\"19,3,2,0\">1,2<\/span><\/td>\n<td><span data-path-to-node=\"19,3,3,0\">2,6<\/span><\/td>\n<td><span data-path-to-node=\"19,3,4,0\">7,8<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"19,4,0,0\"><b data-path-to-node=\"19,4,0,0\" data-index-in-node=\"0\">Ki\u1ec3m so\u00e1t th\u00edch \u1ee9ng v\u00e0 th\u00f4ng minh<\/b><\/span><\/td>\n<td><span data-path-to-node=\"19,4,1,0\"><b data-path-to-node=\"19,4,1,0\" data-index-in-node=\"0\">4,5\u00d7<\/b> (W01-05 \u2192 W11-15)<\/span><\/td>\n<td><span data-path-to-node=\"19,4,2,0\">2,2<\/span><\/td>\n<td><span data-path-to-node=\"19,4,3,0\">5,6<\/span><\/td>\n<td><span data-path-to-node=\"19,4,4,0\">9,8<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"19,5,0,0\"><b data-path-to-node=\"19,5,0,0\" data-index-in-node=\"0\">CNNs (M\u1ea1ng th\u1ea7n kinh t\u00edch ch\u1eadp)<\/b><\/span><\/td>\n<td><span data-path-to-node=\"19,5,1,0\"><b data-path-to-node=\"19,5,1,0\" data-index-in-node=\"0\">3,8\u00d7<\/b> (W01-05 \u2192 W11-15)<\/span><\/td>\n<td><span data-path-to-node=\"19,5,2,0\">2,2<\/span><\/td>\n<td><span data-path-to-node=\"19,5,3,0\">5,2<\/span><\/td>\n<td><span data-path-to-node=\"19,5,4,0\">8,4<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 data-path-to-node=\"21\">T\u00e1c \u0111\u1ed9ng c\u1ed9ng d\u1ed3n<\/h3>\n<p data-path-to-node=\"22\">Nh\u1eefng c\u00f4ng ngh\u1ec7 mang l\u1ea1i k\u1ebft qu\u1ea3 \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh v\u00e0 ti\u1ebfp t\u1ee5c t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd:<\/p>\n<table data-path-to-node=\"23\">\n<thead>\n<tr>\n<td><strong>Danh m\u1ee5c &amp; C\u00f4ng ngh\u1ec7<\/strong><\/td>\n<td><strong>T\u00e1c \u0111\u1ed9ng TB (W01-10)<\/strong><\/td>\n<td><strong>T\u00e1c \u0111\u1ed9ng TB (W11-15)<\/strong><\/td>\n<td><strong>M\u1ee9c t\u0103ng tr\u01b0\u1edfng (%)<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span data-path-to-node=\"23,1,0,0\"><b data-path-to-node=\"23,1,0,0\" data-index-in-node=\"0\">N\u0103ng su\u1ea5t (Productivity)<\/b><\/span><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,2,0,0\">&#8211; Blockchain<\/span><\/td>\n<td><span data-path-to-node=\"23,2,1,0\">12<\/span><\/td>\n<td><span data-path-to-node=\"23,2,2,0\">113<\/span><\/td>\n<td><span data-path-to-node=\"23,2,3,0\">125<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,3,0,0\">&#8211; Robot b\u1ea7y \u0111\u00e0n (Swarm robotics)<\/span><\/td>\n<td><span data-path-to-node=\"23,3,1,0\">40<\/span><\/td>\n<td><span data-path-to-node=\"23,3,2,0\">60<\/span><\/td>\n<td><span data-path-to-node=\"23,3,3,0\">100<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,4,0,0\">&#8211; Thu\u1eadt to\u00e1n t\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u01b0\u1ee3ng<\/span><\/td>\n<td><span data-path-to-node=\"23,4,1,0\">25<\/span><\/td>\n<td><span data-path-to-node=\"23,4,2,0\">58<\/span><\/td>\n<td><span data-path-to-node=\"23,4,3,0\">83<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,5,0,0\">&#8211; H\u1ecdc m\u00e1y nh\u00fang (Embedded ML)<\/span><\/td>\n<td><span data-path-to-node=\"23,5,1,0\">3<\/span><\/td>\n<td><span data-path-to-node=\"23,5,2,0\">53<\/span><\/td>\n<td><span data-path-to-node=\"23,5,3,0\">56<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,6,0,0\">&#8211; In 3D<\/span><\/td>\n<td><span data-path-to-node=\"23,6,1,0\">22<\/span><\/td>\n<td><span data-path-to-node=\"23,6,2,0\">32<\/span><\/td>\n<td><span data-path-to-node=\"23,6,3,0\">55<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,7,0,0\"><b data-path-to-node=\"23,7,0,0\" data-index-in-node=\"0\">T\u00ednh b\u1ec1n v\u1eefng (Sustainability)<\/b><\/span><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,8,0,0\">&#8211; C\u1ea3m bi\u1ebfn b\u1ea3n th\u1ec3 (Encoders, IMUs)<\/span><\/td>\n<td><span data-path-to-node=\"23,8,1,0\">5<\/span><\/td>\n<td><span data-path-to-node=\"23,8,2,0\">67<\/span><\/td>\n<td><span data-path-to-node=\"23,8,3,0\">72<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,9,0,0\">&#8211; H\u1ea1t nano v\u00e0 v\u1eadt li\u1ec7u nanocomposite<\/span><\/td>\n<td><span data-path-to-node=\"23,9,1,0\">15<\/span><\/td>\n<td><span data-path-to-node=\"23,9,2,0\">62<\/span><\/td>\n<td><span data-path-to-node=\"23,9,3,0\">77<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,10,0,0\">&#8211; H\u1ec7 th\u1ed1ng th\u00f4ng tin \u0111\u1ecba l\u00fd (GIS)<\/span><\/td>\n<td><span data-path-to-node=\"23,10,1,0\">3<\/span><\/td>\n<td><span data-path-to-node=\"23,10,2,0\">52<\/span><\/td>\n<td><span data-path-to-node=\"23,10,3,0\">55<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,11,0,0\">&#8211; Thi\u1ebft b\u1ecb bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (Drones)<\/span><\/td>\n<td><span data-path-to-node=\"23,11,1,0\">25<\/span><\/td>\n<td><span data-path-to-node=\"23,11,2,0\">41<\/span><\/td>\n<td><span data-path-to-node=\"23,11,3,0\">66<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,12,0,0\">&#8211; RNNs\/LSTMs<\/span><\/td>\n<td><span data-path-to-node=\"23,12,1,0\">21<\/span><\/td>\n<td><span data-path-to-node=\"23,12,2,0\">26<\/span><\/td>\n<td><span data-path-to-node=\"23,12,3,0\">47<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,13,0,0\"><b data-path-to-node=\"23,13,0,0\" data-index-in-node=\"0\">Kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i chu\u1ed7i cung \u1ee9ng<\/b><\/span><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,14,0,0\">&#8211; H\u1ecdc m\u00e1y nh\u00fang (Embedded ML)<\/span><\/td>\n<td><span data-path-to-node=\"23,14,1,0\">5<\/span><\/td>\n<td><span data-path-to-node=\"23,14,2,0\">83<\/span><\/td>\n<td><span data-path-to-node=\"23,14,3,0\">88<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,15,0,0\">&#8211; M\u00f4 h\u00ecnh Transformers<\/span><\/td>\n<td><span data-path-to-node=\"23,15,1,0\">28<\/span><\/td>\n<td><span data-path-to-node=\"23,15,2,0\">64<\/span><\/td>\n<td><span data-path-to-node=\"23,15,3,0\">93<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,16,0,0\">&#8211; Thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh (Wearables)<\/span><\/td>\n<td><span data-path-to-node=\"23,16,1,0\">8<\/span><\/td>\n<td><span data-path-to-node=\"23,16,2,0\">42<\/span><\/td>\n<td><span data-path-to-node=\"23,16,3,0\">50<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,17,0,0\">&#8211; M\u00f4i tr\u01b0\u1eddng m\u00f4 ph\u1ecfng (Simulation)<\/span><\/td>\n<td><span data-path-to-node=\"23,17,1,0\">3<\/span><\/td>\n<td><span data-path-to-node=\"23,17,2,0\">42<\/span><\/td>\n<td><span data-path-to-node=\"23,17,3,0\">45<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,18,0,0\">&#8211; RNNs\/LSTMs<\/span><\/td>\n<td><span data-path-to-node=\"23,18,1,0\">6<\/span><\/td>\n<td><span data-path-to-node=\"23,18,2,0\">38<\/span><\/td>\n<td><span data-path-to-node=\"23,18,3,0\">44<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,19,0,0\"><b data-path-to-node=\"23,19,0,0\" data-index-in-node=\"0\">T\u1eadp trung v\u00e0o kh\u00e1ch h\u00e0ng<\/b><\/span><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,20,0,0\">&#8211; Xe t\u1ef1 h\u00e0nh (Autonomous Vehicles)<\/span><\/td>\n<td><span data-path-to-node=\"23,20,1,0\">12<\/span><\/td>\n<td><span data-path-to-node=\"23,20,2,0\">70<\/span><\/td>\n<td><span data-path-to-node=\"23,20,3,0\">82<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,21,0,0\">&#8211; Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision)<\/span><\/td>\n<td><span data-path-to-node=\"23,21,1,0\">31<\/span><\/td>\n<td><span data-path-to-node=\"23,21,2,0\">62<\/span><\/td>\n<td><span data-path-to-node=\"23,21,3,0\">93<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,22,0,0\">&#8211; Thi\u1ebft b\u1ecb di \u0111\u1ed9ng<\/span><\/td>\n<td><span data-path-to-node=\"23,22,1,0\">24<\/span><\/td>\n<td><span data-path-to-node=\"23,22,2,0\">52<\/span><\/td>\n<td><span data-path-to-node=\"23,22,3,0\">75<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,23,0,0\">&#8211; Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t (Prescriptive Analytics)<\/span><\/td>\n<td><span data-path-to-node=\"23,23,1,0\">20<\/span><\/td>\n<td><span data-path-to-node=\"23,23,2,0\">33<\/span><\/td>\n<td><span data-path-to-node=\"23,23,3,0\">53<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"23,24,0,0\">&#8211; C\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a (Visualization)<\/span><\/td>\n<td><span data-path-to-node=\"23,24,1,0\">16<\/span><\/td>\n<td><span data-path-to-node=\"23,24,2,0\">31<\/span><\/td>\n<td><span data-path-to-node=\"23,24,3,0\">47<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 data-path-to-node=\"3\"><b data-path-to-node=\"3\" data-index-in-node=\"0\">Ph\u00e1c h\u1ecda th\u1ef1c ti\u1ec5n chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p khi \u00e1p d\u1ee5ng Lumina v\u1edbi LLMs<\/b><\/h2>\n<p data-path-to-node=\"5\">C\u00e1c nh\u00e0 m\u00e1y hi\u1ec7n nay \u0111ang b\u1ecb &#8220;ng\u1ed9p&#8221; trong kh\u1ed1i l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u00e1c t\u00e0i li\u1ec7u h\u01b0\u1edbng d\u1eabn PDF, quy tr\u00ecnh v\u1eadn h\u00e0nh ti\u00eau chu\u1ea9n (SOP) v\u00e0 c\u00e1c b\u00e1o c\u00e1o giao ca c\u0169. Nh\u1eefng nh\u00e0 l\u00e3nh \u0111\u1ea1o ti\u00ean phong \u0111ang t\u00edch h\u1ee3p to\u00e0n b\u1ed9 kho d\u1eef li\u1ec7u n\u00e0y v\u00e0o c\u00e1c &#8220;LLM c\u00f4ng nghi\u1ec7p&#8221; (M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn chuy\u00ean bi\u1ec7t).<\/p>\n<p data-path-to-node=\"5\">Thay v\u00ec m\u1ea5t th\u1eddi gian t\u00ecm ki\u1ebfm t\u1ec7p tin, c\u00f4ng nh\u00e2n ch\u1ec9 c\u1ea7n \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n: <i data-path-to-node=\"5\" data-index-in-node=\"363\">&#8220;L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 hi\u1ec7u chu\u1ea9n l\u1ea1i tr\u1ee5c Z tr\u00ean M\u00e1y s\u1ed1 4?&#8221;<\/i>. Ngay l\u1eadp t\u1ee9c, AI s\u1ebd truy xu\u1ea5t quy tr\u00ecnh c\u1ee5 th\u1ec3, t\u00f3m t\u1eaft c\u00e1c b\u01b0\u1edbc th\u1ef1c hi\u1ec7n v\u00e0 th\u1eadm ch\u00ed d\u1ecbch sang ng\u00f4n ng\u1eef m\u1eb9 \u0111\u1ebb c\u1ee7a ng\u01b0\u1eddi lao \u0111\u1ed9ng.<\/p>\n<h3 data-path-to-node=\"6\">\u01afu ti\u00ean kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u<\/h3>\n<p data-path-to-node=\"7\">Vi\u1ec7c thi\u1ebfu kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u (Visibility) v\u1eabn l\u00e0 nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 th\u01b0\u1eddng g\u1eb7p nh\u1ea5t d\u1eabn \u0111\u1ebfn hi\u1ec7u su\u1ea5t k\u00e9m. D\u00f9 c\u00e1c t\u1ed5 ch\u1ee9c ng\u00e0y c\u00e0ng tri\u1ec3n khai nhi\u1ec1u h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch n\u00e2ng cao, h\u1ecd v\u1eabn g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c n\u1eafm b\u1eaft tr\u1ea1ng th\u00e1i v\u1eadn h\u00e0nh theo th\u1eddi gian th\u1ef1c. D\u1eef li\u1ec7u t\u1eeb Lumina cho th\u1ea5y nh\u1eefng l\u1ee3i \u00edch nhanh nh\u1ea5t \u0111\u1ea1t \u0111\u01b0\u1ee3c khi doanh nghi\u1ec7p k\u1ebft n\u1ed1i c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3 v\u00e0 minh b\u1ea1ch h\u00f3a hi\u1ec7u su\u1ea5t ngay t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t.<\/p>\n<h3 data-path-to-node=\"8\">T\u1ed1c \u0111\u1ed9 l\u00e0 y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n<\/h3>\n<p data-path-to-node=\"9\">C\u1eaft gi\u1ea3m th\u1eddi gian chu k\u1ef3 (Lead time) \u0111ang d\u1ea7n thay th\u1ebf c\u1eaft gi\u1ea3m chi ph\u00ed \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau chuy\u1ec3n \u0111\u1ed5i \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u. C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng t\u1eadp trung v\u00e0o kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng th\u1ecb tr\u01b0\u1eddng hi\u1ec7n \u0111ang \u00e1p \u0111\u1ea3o so v\u1edbi c\u00e1c m\u1ee5c ti\u00eau v\u1ec1 chi ph\u00ed logistics.<\/p>\n<p data-path-to-node=\"9\">Lumina ch\u1ec9 ra m\u1ed9t s\u1ef1 thay \u0111\u1ed5i mang t\u00ednh c\u1ea5u tr\u00fac: T\u1ed1c \u0111\u1ed9 kh\u00f4ng c\u00f2n l\u00e0 y\u1ebfu t\u1ed1 ph\u1ea3i \u0111\u00e1nh \u0111\u1ed5i v\u1edbi hi\u1ec7u qu\u1ea3, m\u00e0 l\u00e0 \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 duy tr\u00ec v\u1ecb th\u1ebf trong l\u00f2ng kh\u00e1ch h\u00e0ng.<\/p>\n<h3 data-path-to-node=\"10\">Ch\u1ea5t l\u01b0\u1ee3ng l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u chi\u1ebfn l\u01b0\u1ee3c<\/h3>\n<p data-path-to-node=\"11\">Ch\u1ea5t l\u01b0\u1ee3ng lu\u00f4n l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u ph\u1ed5 bi\u1ebfn nh\u1ea5t cho m\u1ecdi h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i. C\u00e1c sai l\u1ed7i th\u01b0\u1eddng d\u1ec5 nh\u1eadn di\u1ec7n, c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng v\u00e0 c\u00f3 t\u00e1c \u0111\u1ed9ng kinh t\u1ebf h\u1eefu h\u00ecnh, gi\u00fap vi\u1ec7c ch\u1ee9ng minh t\u00ednh hi\u1ec7u qu\u1ea3 (ROI) v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 c\u1ea3i ti\u1ebfn tr\u1edf n\u00ean thuy\u1ebft ph\u1ee5c h\u01a1n.<\/p>\n<p data-path-to-node=\"11\">Lumina ch\u1ee9ng minh r\u1eb1ng vi\u1ec7c gi\u1ea3m t\u1ef7 l\u1ec7 l\u1ed7i kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u1ea3i thi\u1ec7n k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n tr\u1ef1c ti\u1ebfp chuy\u1ec3n h\u00f3a th\u00e0nh t\u00e1c \u0111\u1ed9ng t\u00e0i ch\u00ednh m\u1ea1nh m\u1ebd, t\u1ea1o \u0111\u00e0 cho nh\u1eefng thay \u0111\u1ed5i s\u00e2u r\u1ed9ng h\u01a1n.<\/p>\n<h3 data-path-to-node=\"12\">T\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 ch\u01b0a \u0111\u1ee7<\/h3>\n<p data-path-to-node=\"13\">D\u00f9 t\u1ef1 \u0111\u1ed9ng h\u00f3a xu\u1ea5t hi\u1ec7n trong h\u1ea7u h\u1ebft c\u00e1c s\u00e1ng ki\u1ebfn, nh\u01b0ng vi\u1ec7c thay th\u1ebf con ng\u01b0\u1eddi hi\u1ebfm khi l\u00e0 \u0111\u1ed9ng l\u1ef1c ch\u00ednh t\u1ea1o ra t\u00e1c \u0111\u1ed9ng \u0111\u1ed9t ph\u00e1.<\/p>\n<p data-path-to-node=\"13\">D\u1eef li\u1ec7u t\u1eeb Lumina nh\u1ea5n m\u1ea1nh vai tr\u00f2 c\u1ee7a s\u1ef1 t\u0103ng c\u01b0\u1eddng n\u0103ng l\u1ef1c (Augmentation): vi\u1ec7c h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n thay v\u00ec lo\u1ea1i b\u1ecf vai tr\u00f2 c\u1ee7a h\u1ecd s\u1ebd mang l\u1ea1i m\u1ee9c t\u0103ng n\u0103ng su\u1ea5t cao h\u01a1n r\u00f5 r\u1ec7t. C\u00f4ng ngh\u1ec7 ch\u1ec9 th\u1ef1c s\u1ef1 ph\u00e1t huy t\u00e1c \u0111\u1ed9ng lan t\u1ecfa khi n\u00f3 trao quy\u1ec1n cho con ng\u01b0\u1eddi, ch\u1ee9 kh\u00f4ng ph\u1ea3i khi c\u1ed1 g\u1eafng thay th\u1ebf h\u1ecd.<\/p>\n<h3><b>Gi\u1ea3i b\u00e0i to\u00e1n chuy\u1ec3n \u0111\u1ed5i cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng tham v\u1ecdng l\u1edbn nh\u1ea5t c\u1ee7a Lumina l\u00e0 m\u1edf r\u1ed9ng quy\u1ec1n truy c\u1eadp cho c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) th\u00f4ng qua m\u1ea1ng l\u01b0\u1edbi c\u00e1c trung t\u00e2m li\u00ean k\u1ebft to\u00e0n c\u1ea7u nh\u01b0 C4IR.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d4ng Torti nh\u1ea5n m\u1ea1nh: <\/span><i><span style=\"font-weight: 400;\">&#8220;\u0110\u1ed1i v\u1edbi c\u00e1c SME v\u1ed1n l\u00e0 x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a n\u1ec1n kinh t\u1ebf, h\u1ecd th\u01b0\u1eddng kh\u00f4ng bi\u1ebft b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u. Lumina cung c\u1ea5p m\u1ed9t b\u00e0i \u0111\u00e1nh gi\u00e1 chi ti\u1ebft \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u01b0u ti\u00ean c\u01a1 b\u1ea3n: t\u0103ng c\u01b0\u1eddng \u1ed5n \u0111\u1ecbnh quy tr\u00ecnh, c\u1ea3i thi\u1ec7n thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 tri\u1ec3n khai ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng k\u1ef9 thu\u1eadt s\u1ed1.&#8221;<\/span><\/i><\/p>\n<blockquote>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">M\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t th\u1ef1c ph\u1ea9m khi \u00e1p d\u1ee5ng l\u1ed9 tr\u00ecnh t\u1eeb Lumina c\u00f3 th\u1ec3 \u0111\u1ea1t m\u1ee9c t\u0103ng n\u0103ng su\u1ea5t lao \u0111\u1ed9ng trung b\u00ecnh tr\u00ean 40% v\u00e0 c\u1ea3i thi\u1ec7n Hi\u1ec7u su\u1ea5t Thi\u1ebft b\u1ecb T\u1ed5ng th\u1ec3 (OEE) v\u01b0\u1ee3t qu\u00e1 50%,\u00a0 nh\u1eefng con s\u1ed1 v\u01b0\u1ee3t xa m\u1ee9c trung b\u00ecnh chung c\u1ee7a ng\u00e0nh.<\/span><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\">Lumina kh\u00f4ng ra \u0111\u1eddi \u0111\u1ec3 \u00e1p \u0111\u1eb7t c\u00e1c gi\u1ea3i ph\u00e1p c\u00f3 s\u1eb5n. Vai tr\u00f2 c\u1ee7a n\u1ec1n t\u1ea3ng n\u00e0y l\u00e0 mang l\u1ea1i s\u1ef1 r\u00f5 r\u00e0ng v\u00e0 t\u1ef1 tin cho m\u1ecdi t\u1ed5 ch\u1ee9c, b\u1ea5t k\u1ec3 quy m\u00f4, \u0111\u1ec3 h\u1ecd th\u1ef1c hi\u1ec7n b\u01b0\u1edbc ti\u1ebfp theo tr\u00ean h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 d\u1ef1a tr\u00ean nh\u1eefng b\u1eb1ng ch\u1ee9ng x\u00e1c th\u1ef1c t\u1eeb nh\u1eefng m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh xu\u1ea5t s\u1eafc nh\u1ea5t th\u1ebf gi\u1edbi.<\/span><\/p>\n<blockquote>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">HCMC C4IR\u00a0 s\u1ebd ti\u1ebfp t\u1ee5c c\u1eadp nh\u1eadt v\u00e0 \u0111\u1ed3ng h\u00e0nh c\u00f9ng doanh nghi\u1ec7p Vi\u1ec7t Nam trong vi\u1ec7c ti\u1ebfp c\u1eadn nh\u1eefng n\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 h\u00e0ng \u0111\u1ea7u n\u00e0y, th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p 4.0 di\u1ec5n ra nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/p>\n<\/blockquote>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Lumina l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 h\u1ed7 tr\u1ee3 b\u1edfi AI d\u00e0nh cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00f4ng nghi\u1ec7p, d\u1ef1a tr\u00ean c\u00e1c nguy\u00ean t\u1eafc trung l\u1eadp v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi (WEF). Lumina li\u00ean k\u1ebft c\u00e1c b\u1eb1ng ch\u1ee9ng th\u1ef1c ti\u1ec5n v\u00e0 tr\u1ea3i nghi\u1ec7m \u0111\u1ed3ng \u0111\u1eb3ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp t\u1eadp th\u1ec3 v\u00e0 th\u00fac \u0111\u1ea9y c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u00f3 t\u00ednh to\u00e1n.<\/p>","protected":false},"author":1,"featured_media":4797,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","td_post_video":[]},"categories":[1,106],"tags":[318,57,77,317,316],"class_list":["post-4795","post","type-post","status-publish","format-standard","has-post-thumbnail","category-san-xuat-thong-minh-chuyen-doi-so","category-knowledge-hub","tag-agentic-ai","tag-dien-dan-kinh-te-the-gioi-wef","tag-hcmc-c4ir","tag-lighthouse-os","tag-lumina"],"_links":{"self":[{"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/posts\/4795","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/comments?post=4795"}],"version-history":[{"count":0,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/posts\/4795\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/media\/4797"}],"wp:attachment":[{"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/media?parent=4795"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/categories?post=4795"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/c4ir.vn\/en\/wp-json\/wp\/v2\/tags?post=4795"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}