{"id":141,"date":"2026-10-03T01:00:19","date_gmt":"2026-10-03T01:00:19","guid":{"rendered":"http:\/\/127.0.0.1:8080\/index.php\/2026\/10\/03\/tieu-diem-robot-hinh-nguoi-o-viet-nam-chu-yeu-dung-de-trinh-dien\/"},"modified":"2026-10-03T01:00:19","modified_gmt":"2026-10-03T01:00:19","slug":"tieu-diem-robot-hinh-nguoi-o-viet-nam-chu-yeu-dung-de-trinh-dien","status":"publish","type":"post","link":"https:\/\/zunliz.com\/index.php\/2026\/10\/03\/tieu-diem-robot-hinh-nguoi-o-viet-nam-chu-yeu-dung-de-trinh-dien\/","title":{"rendered":"Ti\u00eau \u0111i\u1ec3m: &#8216;Robot h\u00ecnh ng\u01b0\u1eddi \u1edf Vi\u1ec7t Nam ch\u1ee7 y\u1ebfu d\u00f9ng \u0111\u1ec3 tr\u00ecnh di\u1ec5n&#8217;"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">T\u1ea1i H\u1ed9i ngh\u1ecb AI hi\u1ec7n th\u00e2n Vi\u1ec7t Nam v\u1eeba di\u1ec5n ra t\u1ea1i H\u00e0 N\u1ed9i, c\u00e1c chuy\u00ean gia c\u00f4ng ngh\u1ec7 v\u00e0 \u0111\u1ea1i di\u1ec7n t\u1eeb c\u00e1c h\u00e3ng robot h\u00e0ng \u0111\u1ea7u nh\u01b0 AgiBot (Trung Qu\u1ed1c) \u0111\u00e3 ph\u00e1c th\u1ea3o m\u1ed9t b\u1ee9c tranh th\u1ef1c t\u1ebf v\u1ec1 th\u1ecb tr\u01b0\u1eddng robot h\u00ecnh ng\u01b0\u1eddi (Humanoid Robot) trong n\u01b0\u1edbc: Vi\u1ec7t Nam hi\u1ec7n v\u1eabn \u0111ang loay hoay \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u ti\u00ean \u2013 tr\u00ecnh di\u1ec5n, gi\u00e1o d\u1ee5c v\u00e0 nghi\u00ean c\u1ee9u. Trong khi c\u00e1c th\u1ecb tr\u01b0\u1eddng l\u1edbn nh\u01b0 Trung Qu\u1ed1c \u0111\u00e3 ti\u1ebfn s\u00e2u v\u00e0o giai \u0111o\u1ea1n hai (\u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p, logistics) v\u00e0 b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m giai \u0111o\u1ea1n ba (ph\u1ee5c v\u1ee5 gia \u0111\u00ecnh), th\u00ec t\u1ea1i Vi\u1ec7t Nam, nh\u1eefng ch\u00fa robot h\u00ecnh ng\u01b0\u1eddi \u0111\u1eaft \u0111\u1ecf ch\u1ee7 y\u1ebfu xu\u1ea5t hi\u1ec7n \u0111\u1ec3 nh\u1ea3y m\u00faa, \u0111\u00e1nh v\u00f5 ho\u1eb7c l\u00e0m c\u00f4ng c\u1ee5 tr\u1ef1c quan trong c\u00e1c ph\u00f2ng lab.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 ch\u00eanh l\u1ec7ch n\u00e0y kh\u00f4ng ch\u1ec9 ph\u1ea3n \u00e1nh kho\u1ea3ng c\u00e1ch v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n ch\u1ec9 ra m\u1ed9t b\u00e0i to\u00e1n kinh t\u1ebf th\u1ef1c d\u1ee5ng: Kh\u00e1ch h\u00e0ng kh\u00f4ng mua th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ee7a robot, h\u1ecd mua k\u1ebft qu\u1ea3 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed v\u00e0 n\u0103ng su\u1ea5t lao \u0111\u1ed9ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng v\u00e0 nh\u1eefng con s\u1ed1 bi\u1ebft n\u00f3i t\u1eeb l\u00e0n s\u00f3ng AI hi\u1ec7n th\u00e2n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00e1i ni\u1ec7m &#8220;AI hi\u1ec7n th\u00e2n&#8221; (Embodied AI) \u2013 \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1eeb m\u00f4i tr\u01b0\u1eddng s\u1ed1 v\u00e0o th\u1ef1c th\u1ec3 v\u1eadt l\u00fd \u2013 \u0111ang tr\u1ea3i qua giai \u0111o\u1ea1n b\u00f9ng n\u1ed5 to\u00e0n c\u1ea7u. Theo b\u00e1o c\u00e1o t\u1eeb Counterpoint Research \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i s\u1ef1 ki\u1ec7n, l\u01b0\u1ee3ng xu\u1ea5t x\u01b0\u1edfng robot h\u00ecnh ng\u01b0\u1eddi trong n\u1eeda \u0111\u1ea7u n\u0103m 2026 d\u1ef1 ki\u1ebfn t\u0103ng tr\u01b0\u1edfng k\u1ef7 l\u1ee5c g\u1ea7n 300%, \u0111\u1ea1t h\u01a1n 22.000 s\u1ea3n ph\u1ea9m. \u0110\u00e1ng ch\u00fa \u00fd, cu\u1ed9c ch\u01a1i ph\u1ea7n c\u1ee9ng n\u00e0y \u0111ang b\u1ecb th\u1ed1ng tr\u1ecb tuy\u1ec7t \u0111\u1ed1i b\u1edfi c\u00e1c \u0111\u1ea1i di\u1ec7n Trung Qu\u1ed1c khi Top 5 nh\u00e0 s\u1ea3n xu\u1ea5t t\u1ea1i qu\u1ed1c gia n\u00e0y n\u1eafm gi\u1eef t\u1edbi 86% th\u1ecb ph\u1ea7n to\u00e0n c\u1ea7u. Trong \u0111\u00f3, AgiBot d\u1eabn \u0111\u1ea7u v\u1edbi 43,1% th\u1ecb ph\u1ea7n, theo sau l\u00e0 Unitree v\u1edbi 31%.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 t\u0103ng tr\u01b0\u1edfng v\u01b0\u1ee3t b\u1eadc n\u00e0y \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi ba tr\u1ee5 c\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n    <li><strong>M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM):<\/strong> \u0110\u00f3ng vai tr\u00f2 l\u00e0 &#8220;b\u1ed9 n\u00e3o&#8221;, gi\u00fap robot hi\u1ec3u \u0111\u01b0\u1ee3c ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, ng\u1eef c\u1ea3nh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh m\u1ed9t c\u00e1ch linh ho\u1ea1t thay v\u00ec ch\u1ec9 l\u1eadp tr\u00ecnh tuy\u1ebfn t\u00ednh nh\u01b0 tr\u01b0\u1edbc.<\/li>\n    <li><strong>S\u1ef1 ti\u1ebfn h\u00f3a c\u1ee7a ph\u1ea7n c\u1ee9ng:<\/strong> Nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u1ec1 v\u1eadt li\u1ec7u nh\u1eb9, m\u1eadt \u0111\u1ed9 n\u0103ng l\u01b0\u1ee3ng c\u1ee7a pin, v\u00e0 \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c kh\u1edbp n\u1ed1i (actuators) \u0111\u1ed9 ch\u00ednh x\u00e1c cao gi\u00fap robot v\u1eadn \u0111\u1ed9ng b\u1ec1n b\u1ec9, \u0111\u00e1ng tin c\u1eady h\u01a1n.<\/li>\n    <li><strong>V\u00f2ng l\u1eb7p d\u1eef li\u1ec7u (Data Loop):<\/strong> C\u00e0ng nhi\u1ec1u robot \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1ef1c t\u1ebf, l\u01b0\u1ee3ng d\u1eef li\u1ec7u h\u00e0nh vi thu th\u1eadp \u0111\u01b0\u1ee3c c\u00e0ng l\u1edbn. Ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y quay tr\u1edf l\u1ea1i hu\u1ea5n luy\u1ec7n v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c m\u00f4 h\u00ecnh AI, m\u1edf ra c\u00e1c k\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng ph\u1ee9c t\u1ea1p h\u01a1n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 l\u00e0n s\u00f3ng n\u00e0y \u0111ang cu\u1ed9n tr\u00e0o m\u1ea1nh m\u1ebd, t\u1ea1i Vi\u1ec7t Nam, t\u1ed1c \u0111\u1ed9 d\u1ecbch chuy\u1ec3n c\u1ee7a AI hi\u1ec7n th\u00e2n l\u1ea1i ch\u1eadm h\u01a1n r\u1ea5t nhi\u1ec1u so v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng AI thu\u1ea7n ph\u1ea7n m\u1ec1m (nh\u01b0 Chatbot, GenAI). Theo \u00f4ng \u0110\u1ed7 Ti\u1ebfn Th\u1ecbnh, Ph\u00f3 gi\u00e1m \u0111\u1ed1c Trung t\u00e2m \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o Qu\u1ed1c gia (NIC), d\u00f9 Vi\u1ec7t Nam \u0111\u00e3 c\u00f3 nh\u1eefng th\u1eed nghi\u1ec7m robot trong y t\u1ebf (giai \u0111o\u1ea1n d\u1ecbch Covid-19) v\u00e0 m\u1ed9t s\u1ed1 nh\u00e0 m\u00e1y, nh\u01b0ng nh\u00ecn chung h\u1ec7 sinh th\u00e1i v\u1eabn \u0111ang \u1edf v\u1ea1ch xu\u1ea5t ph\u00e1t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ph\u00e2n t\u00edch \u0111a chi\u1ec1u: C\u01a1 h\u1ed9i \u0111\u1ed9t ph\u00e1 v\u00e0 r\u00e0o c\u1ea3n th\u1ef1c t\u1ebf t\u1ea1i Vi\u1ec7t Nam<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 \u0111\u01b0a robot h\u00ecnh ng\u01b0\u1eddi ra kh\u1ecfi c\u00e1c ph\u00f2ng tri\u1ec3n l\u00e3m v\u00e0 b\u01b0\u1edbc v\u00e0o d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf t\u1ea1i Vi\u1ec7t Nam, ch\u00fang ta c\u1ea7n nh\u00ecn nh\u1eadn kh\u00e1ch quan c\u1ea3 hai m\u1eb7t c\u1ee7a \u0111\u1ed3ng xu c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u01afu th\u1ebf v\u00e0 ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng d\u00e0i h\u1ea1n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7t Nam s\u1edf h\u1eefu nh\u1eefng l\u1ee3i th\u1ebf \u0111\u1eb7c th\u00f9 \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t m\u1eaft x\u00edch quan tr\u1ecdng trong chu\u1ed7i gi\u00e1 tr\u1ecb AI hi\u1ec7n th\u00e2n to\u00e0n c\u1ea7u:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n    <li><strong>D\u1ecbch chuy\u1ec3n chu\u1ed7i cung \u1ee9ng v\u00e0 FDI th\u1ebf h\u1ec7 m\u1edbi:<\/strong> S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh (Smart Factory) t\u1eeb c\u00e1c t\u1eadp \u0111o\u00e0n \u0111i\u1ec7n t\u1eed, b\u00e1n d\u1eabn l\u1edbn \u0111\u00f2i h\u1ecfi m\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ef1c cao. \u0110\u00e2y l\u00e0 &#8220;\u0111\u1ea5t di\u1ec5n&#8221; l\u00fd t\u01b0\u1edfng cho robot h\u00ecnh ng\u01b0\u1eddi trong vi\u1ec7c b\u1ed1c x\u1ebfp, ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m ho\u1eb7c v\u1eadn h\u00e0nh trong m\u00f4i tr\u01b0\u1eddng \u0111\u1ed9c h\u1ea1i.<\/li>\n    <li><strong>Tham gia s\u00e2u v\u00e0o chu\u1ed7i gi\u00e1 tr\u1ecb ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m:<\/strong> Thay v\u00ec ch\u1ec9 nh\u1eadp kh\u1ea9u nguy\u00ean chi\u1ebfc, c\u00e1c doanh nghi\u1ec7p ph\u1ee5 tr\u1ee3 Vi\u1ec7t Nam c\u00f3 c\u01a1 h\u1ed9i tham gia s\u1ea3n xu\u1ea5t linh ki\u1ec7n c\u01a1 kh\u00ed ch\u00ednh x\u00e1c, thi\u1ebft k\u1ebf chip chuy\u00ean d\u1ee5ng, ho\u1eb7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m t\u00edch h\u1ee3p v\u00e0 d\u1ecbch v\u1ee5 b\u1ea3o tr\u00ec, v\u1eadn h\u00e0nh robot.<\/li>\n    <li><strong>Ngu\u1ed3n l\u1ef1c k\u1ef9 s\u01b0 tr\u1ebb nh\u1ea1y b\u00e9n:<\/strong> L\u1ef1c l\u01b0\u1ee3ng l\u1eadp tr\u00ecnh vi\u00ean Vi\u1ec7t Nam c\u00f3 th\u1ebf m\u1ea1nh l\u1edbn v\u1ec1 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u \u2013 hai y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh \u0111\u1ebfn kh\u1ea3 n\u0103ng &#8220;th\u00f4ng minh h\u00f3a&#8221; c\u1ee7a robot.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. R\u00e0o c\u1ea3n th\u1ef1c t\u1ebf v\u00e0 nh\u1eefng \u0111i\u1ec3m ngh\u1ebdn c\u1ed1t l\u00f5i<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f9 ti\u1ec1m n\u0103ng r\u1ea5t l\u1edbn, nh\u01b0ng l\u00fd do khi\u1ebfn robot h\u00ecnh ng\u01b0\u1eddi t\u1ea1i Vi\u1ec7t Nam v\u1eabn &#8220;ch\u1ec9 \u0111\u1ec3 tr\u00ecnh di\u1ec5n&#8221; n\u1eb1m \u1edf nh\u1eefng r\u00e0o c\u1ea3n n\u1ed9i t\u1ea1i ch\u01b0a th\u1ec3 gi\u1ea3i quy\u1ebft trong m\u1ed9t s\u1edbm m\u1ed9t chi\u1ec1u:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n    <li><strong>B\u00e0i to\u00e1n ROI (T\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n) ch\u01b0a t\u1ed1i \u01b0u:<\/strong> Chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u cho m\u1ed9t robot h\u00ecnh ng\u01b0\u1eddi l\u00e0 c\u1ef1c k\u1ef3 \u0111\u1eaft \u0111\u1ecf (th\u01b0\u1eddng dao \u0111\u1ed9ng t\u1eeb v\u00e0i ch\u1ee5c ngh\u00ecn \u0111\u1ebfn h\u00e0ng tr\u0103m ngh\u00ecn USD). Trong khi \u0111\u00f3, chi ph\u00ed nh\u00e2n c\u00f4ng t\u1ea1i Vi\u1ec7t Nam v\u1eabn \u1edf m\u1ee9c t\u01b0\u01a1ng \u0111\u1ed1i th\u1ea5p. Doanh nghi\u1ec7p r\u1ea5t kh\u00f3 \u0111\u1ec3 xu\u1ed1ng ti\u1ec1n mua m\u1ed9t thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 cao khi th\u1eddi gian thu h\u1ed3i v\u1ed1n k\u00e9o d\u00e0i qu\u00e1 l\u00e2u.<\/li>\n    <li><strong>S\u1ef1 thi\u1ebfu h\u1ee5t v\u1ec1 &#8220;K\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng&#8221; (Application Scenarios):<\/strong> \u0110\u00fang nh\u01b0 \u0111\u1ea1i di\u1ec7n AgiBot nh\u1eadn \u0111\u1ecbnh: <em>&#8220;Kh\u00e1ch h\u00e0ng kh\u00f4ng mua robot, h\u1ecd mua k\u1ebft qu\u1ea3&#8221;<\/em>. Robot h\u00ecnh ng\u01b0\u1eddi hi\u1ec7n t\u1ea1i ch\u01b0a \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c t\u00e1c v\u1ee5 \u0111\u1eb7c th\u00f9 c\u1ee7a t\u1eebng ng\u00e0nh ngh\u1ec1 t\u1ea1i Vi\u1ec7t Nam (nh\u01b0 d\u1ec7t may, ch\u1ebf bi\u1ebfn th\u1ef1c ph\u1ea9m hay n\u00f4ng nghi\u1ec7p). Thi\u1ebfu ph\u1ea7n m\u1ec1m chuy\u00ean d\u1ee5ng, robot ch\u1ec9 l\u00e0 m\u1ed9t \u0111\u1ed1ng s\u1eaft bi\u1ebft \u0111i.<\/li>\n    <li><strong>H\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt v\u00e0 b\u1ea3o tr\u00ec h\u1ea1n ch\u1ebf:<\/strong> Vi\u1ec7c v\u1eadn h\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng robot \u0111\u00f2i h\u1ecfi h\u1ea1 t\u1ea7ng m\u1ea1ng k\u1ebft n\u1ed1i \u1ed5n \u0111\u1ecbnh (5G\/Wi-Fi 6), h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd trung t\u00e2m v\u00e0 \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 b\u1ea3o d\u01b0\u1ee1ng t\u1ea1i ch\u1ed7. Hi\u1ec7n t\u1ea1i, n\u0103ng l\u1ef1c b\u1ea3o tr\u00ec c\u00e1c d\u00f2ng robot sinh h\u1ecdc, robot h\u00ecnh ng\u01b0\u1eddi t\u1ea1i Vi\u1ec7t Nam g\u1ea7n nh\u01b0 ch\u01b0a c\u00f3, khi\u1ebfn doanh nghi\u1ec7p e ng\u1ea1i r\u1ee7i ro gi\u00e1n \u0111o\u1ea1n s\u1ea3n xu\u1ea5t khi m\u00e1y m\u00f3c g\u1eb7p s\u1ef1 c\u1ed1.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">G\u00f3c nh\u00ecn &amp; Khuy\u1ebfn ngh\u1ecb th\u1ef1c chi\u1ebfn t\u1eeb ZunLiz<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1eeb g\u00f3c \u0111\u1ed9 c\u1ee7a nh\u1eefng ng\u01b0\u1eddi l\u00e0m k\u1ef9 thu\u1eadt v\u00e0 theo d\u00f5i s\u00e1t sao xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7, ban bi\u00ean t\u1eadp ZunLiz nh\u1eadn \u0111\u1ecbnh r\u1eb1ng: <strong>\u0110\u1eebng v\u1ed9i v\u00e0ng &#8220;th\u1ea7n th\u00e1nh h\u00f3a&#8221; robot h\u00ecnh ng\u01b0\u1eddi, nh\u01b0ng c\u0169ng tuy\u1ec7t \u0111\u1ed1i kh\u00f4ng \u0111\u01b0\u1ee3c ng\u00f3 l\u01a1 l\u00e0n s\u00f3ng n\u00e0y.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed1i v\u1edbi c\u00e1c anh em l\u1eadp tr\u00ecnh vi\u00ean, k\u1ef9 s\u01b0 h\u1ec7 th\u1ed1ng v\u00e0 c\u00e1c doanh nghi\u1ec7p \u0111ang c\u00f3 \u00fd \u0111\u1ecbnh ti\u1ebfp c\u1eadn AI hi\u1ec7n th\u00e2n t\u1ea1i Vi\u1ec7t Nam, ch\u00fang t\u00f4i \u0111\u01b0a ra m\u1ed9t s\u1ed1 khuy\u1ebfn ngh\u1ecb th\u1ef1c chi\u1ebfn sau:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. Chuy\u1ec3n d\u1ecbch t\u01b0 duy t\u1eeb &#8220;Ph\u1ea7n c\u1ee9ng&#8221; sang &#8220;Gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m&#8221; (Software-driven):<\/strong><br \/>N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t nh\u00e0 ph\u00e1t tri\u1ec3n, \u0111\u1eebng c\u1ed1 g\u1eafng ch\u1ebf t\u1ea1o m\u1ed9t con robot t\u1eeb \u0111\u1ea7u. H\u00e3y t\u1eadp trung v\u00e0o vi\u1ec7c vi\u1ebft &#8220;b\u1ed9 n\u00e3o&#8221; cho ch\u00fang. C\u01a1 h\u1ed9i l\u1edbn nh\u1ea5t hi\u1ec7n nay n\u1eb1m \u1edf vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c middleware, c\u00e1c \u1ee9ng d\u1ee5ng t\u00edch h\u1ee3p LLM \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n robot th\u1ef1c hi\u1ec7n m\u1ed9t t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3 (v\u00ed d\u1ee5: robot ki\u1ec3m kho t\u1ef1 \u0111\u1ed9ng, robot ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m l\u1ed7i b\u1eb1ng Computer Vision). H\u00e3y bi\u1ebfn robot c\u1ee7a c\u00e1c h\u00e3ng l\u1edbn th\u00e0nh ph\u1ea7n c\u1ee9ng n\u1ec1n t\u1ea3ng, v\u00e0 b\u1ea1n l\u00e0 ng\u01b0\u1eddi cung c\u1ea5p gi\u1ea3i ph\u00e1p th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. Ti\u1ebfp c\u1eadn theo l\u1ed9 tr\u00ecnh &#8220;T\u1ef1 \u0111\u1ed9ng h\u00f3a t\u1eebng ph\u1ea7n&#8221; (Hybrid Automation):<\/strong><br \/>C\u00e1c doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t kh\u00f4ng n\u00ean nh\u1ea3y v\u1ecdt ngay l\u00ean robot h\u00ecnh ng\u01b0\u1eddi. H\u00e3y b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1edbi c\u00e1c c\u00e1nh tay robot c\u00f4ng nghi\u1ec7p truy\u1ec1n th\u1ed1ng (Cobot) ho\u1eb7c xe t\u1ef1 h\u00e0nh AGV\/AMR trong kho v\u1eadn. Khi quy tr\u00ecnh v\u1eadn h\u00e0nh \u0111\u00e3 \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u, vi\u1ec7c t\u00edch h\u1ee3p robot h\u00ecnh ng\u01b0\u1eddi \u1edf c\u00e1c kh\u00e2u ph\u1ee9c t\u1ea1p h\u01a1n m\u1edbi th\u1ef1c s\u1ef1 mang l\u1ea1i hi\u1ec7u qu\u1ea3 kinh t\u1ebf.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u0110\u00f3n \u0111\u1ea7u c\u01a1 h\u1ed9i t\u1eeb d\u1ecbch v\u1ee5 ph\u1ee5 tr\u1ee3 v\u00e0 hu\u1ea5n luy\u1ec7n d\u1eef li\u1ec7u:<\/strong><br \/>AI hi\u1ec7n th\u00e2n c\u1ea7n m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u1eadt l\u00fd kh\u1ed5ng l\u1ed3 \u0111\u1ec3 h\u1ecdc h\u1ecfi. C\u00e1c k\u1ef9 s\u01b0 Vi\u1ec7t Nam c\u00f3 th\u1ec3 tham gia v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4i tr\u01b0\u1eddng gi\u1ea3 l\u1eadp (Simulation) ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u1ec3 hu\u1ea5n luy\u1ec7n robot tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o th\u1ef1c t\u1ebf, ho\u1eb7c cung c\u1ea5p d\u1ecbch v\u1ee5 d\u00e1n nh\u00e3n d\u1eef li\u1ec7u h\u00e0nh vi (Behavioral Data Labeling) \u2013 m\u1ed9t th\u1ecb tr\u01b0\u1eddng ng\u00e1ch nh\u01b0ng c\u1ef1c k\u1ef3 m\u00e0u m\u1ee1 trong k\u1ef7 nguy\u00ean AI hi\u1ec7n th\u00e2n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00f3m l\u1ea1i, robot h\u00ecnh ng\u01b0\u1eddi t\u1ea1i Vi\u1ec7t Nam c\u00f3 th\u1ec3 \u0111ang \u1edf giai \u0111o\u1ea1n &#8220;tr\u00ecnh di\u1ec5n l\u00e0m c\u1ea3nh&#8221;, nh\u01b0ng \u0111\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m b\u1eaft bu\u1ed9c \u0111\u1ec3 th\u1ecb tr\u01b0\u1eddng l\u00e0m quen v\u00e0 t\u00edch l\u0169y c\u00f4ng ngh\u1ec7. Khi chi ph\u00ed ph\u1ea7n c\u1ee9ng to\u00e0n c\u1ea7u gi\u1ea3m s\u00e2u v\u00e0 c\u00e1c k\u1ecbch b\u1ea3n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho \u0111\u1eb7c th\u00f9 s\u1ea3n xu\u1ea5t trong n\u01b0\u1edbc, ranh gi\u1edbi gi\u1eefa &#8220;tr\u00ecnh di\u1ec5n&#8221; v\u00e0 &#8220;th\u1ef1c chi\u1ebfn&#8221; s\u1ebd nhanh ch\u00f3ng b\u1ecb x\u00f3a nh\u00f2a. Vi\u1ec7c chu\u1ea9n b\u1ecb n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt ngay t\u1eeb h\u00f4m nay ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 kh\u00f4ng b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau trong cu\u1ed9c c\u00e1ch m\u1ea1ng ti\u1ebfp theo c\u1ee7a AI.<\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n<div style=\"margin-top: 24px;padding: 16px 20px;border-left: 4px solid #7c5cfc;border-radius: 0 10px 10px 0;font-size: 0.9rem;color: #94a3b8\">\ud83d\udd17 <strong>Ngu\u1ed3n tin g\u1ed1c &amp; Th\u1ea3o lu\u1eadn:<\/strong> <a href=\"https:\/\/vnexpress.net\/robot-hinh-nguoi-o-viet-nam-chu-yeu-dung-de-trinh-dien-5127833.html\" target=\"_blank\" rel=\"nofollow noopener\" style=\"color: #38bdf8;text-decoration: underline\">&#039;Robot h\u00ecnh ng\u01b0\u1eddi \u1edf Vi\u1ec7t Nam ch\u1ee7 y\u1ebfu d\u00f9ng \u0111\u1ec3 tr\u00ecnh di\u1ec5n&#039;<\/a> (Ghi nh\u1eadn t\u1eeb <em>VnExpress S\u1ed1 H\u00f3a<\/em>).<\/div>\n","protected":false},"excerpt":{"rendered":"<p>T\u1ea1i H\u1ed9i ngh\u1ecb AI hi\u1ec7n th\u00e2n Vi\u1ec7t Nam v\u1eeba di\u1ec5n ra t\u1ea1i H\u00e0 N\u1ed9i, c\u00e1c chuy\u00ean gia c\u00f4ng ngh\u1ec7 v\u00e0 \u0111\u1ea1i di\u1ec7n t\u1eeb c\u00e1c h\u00e3ng robot h\u00e0ng \u0111\u1ea7u nh\u01b0 AgiBot (Trung Qu\u1ed1c) \u0111\u00e3 ph\u00e1c th\u1ea3o m\u1ed9t b\u1ee9c tranh th\u1ef1c t\u1ebf v\u1ec1 th\u1ecb tr\u01b0\u1eddng robot h\u00ecnh ng\u01b0\u1eddi (Humanoid Robot) trong n\u01b0\u1edbc: Vi\u1ec7t Nam hi\u1ec7n v\u1eabn \u0111ang [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,6],"tags":[],"class_list":["post-141","post","type-post","status-publish","format-standard","hentry","category-cong-nghe-lap-trinh","category-gaming-thiet-bi"],"_links":{"self":[{"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/posts\/141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/comments?post=141"}],"version-history":[{"count":0,"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/posts\/141\/revisions"}],"wp:attachment":[{"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/media?parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/categories?post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zunliz.com\/index.php\/wp-json\/wp\/v2\/tags?post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}