{"id":12955,"date":"2025-04-07T14:08:52","date_gmt":"2025-04-07T14:08:52","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=12955"},"modified":"2025-04-07T14:08:55","modified_gmt":"2025-04-07T14:08:55","slug":"su-troi-day-cua-cac-tac-nhan-tri-tue-nhan-tao-dang-thay-doi-dong-luc-trong-cac-nhom-phat-trien","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/su-troi-day-cua-cac-tac-nhan-tri-tue-nhan-tao-dang-thay-doi-dong-luc-trong-cac-nhom-phat-trien\/","title":{"rendered":"S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang thay \u0111\u1ed5i \u0111\u1ed9ng l\u1ef1c trong c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n"},"content":{"rendered":"<p class=\"wp-block-paragraph\">C\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 tr\u1edf n\u00ean thi\u1ebft y\u1ebfu trong l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 \u0111\u1ed9ng l\u1ef1c trong c\u00e1c nh\u00f3m k\u1ef9 thu\u1eadt. V\u00e0o n\u0103m 2025, s\u1ef1 n\u1ed5i l\u00ean c\u1ee7a nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 ch\u1ee7 \u0111\u1ec1 g\u00e2y tranh c\u00e3i nhi\u1ec1u, khi\u1ebfn cho vi\u1ec7c ph\u00e1t tri\u1ec3n kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 t\u1ea1o m\u00e3 m\u00e0 c\u00f2n l\u00e0 v\u1ea5n \u0111\u1ec1 chi\u1ebfn l\u01b0\u1ee3c v\u00e0 \u0111\u1ed5i m\u1edbi. C\u00e1c c\u00f4ng ty ph\u1ea3i t\u1ef1 \u0111\u1ed5i m\u1edbi \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi th\u1ef1c t\u1ebf n\u00e0y, n\u01a1i c\u00e1c nhi\u1ec7m v\u1ee5 t\u1ebb nh\u1ea1t \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb gia t\u0103ng cao. S\u1ef1 thay \u0111\u1ed5i m\u00f4 h\u00ecnh n\u00e0y x\u00e1c \u0111\u1ecbnh l\u1ea1i vai tr\u00f2 c\u1ee7a c\u00e1c chuy\u00ean gia trong l\u0129nh v\u1ef1c n\u00e0y, nh\u1eefng ng\u01b0\u1eddi chuy\u1ec3n t\u1eeb nh\u1eefng ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n \u0111\u01a1n gi\u1ea3n sang ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p c\u00f3 t\u00e1c \u0111\u1ed9ng. V\u1edbi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng m\u00e3 ng\u1eafn v\u00e0 kh\u00f4ng m\u00e3, AI t\u00e1c nh\u00e2n kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u00e0 c\u00f2n l\u00e0 m\u1ed9t \u0111\u1ed1i t\u00e1c chuy\u00ean nghi\u1ec7p th\u1ef1c s\u1ef1.<\/p>\n\n<h2 class=\"wp-block-heading\">S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/h2>\n\n<p class=\"wp-block-paragraph\">C\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c t\u00e1c nh\u00e2n do OpenAI, IBM Watson ho\u1eb7c Microsoft Azure AI cung c\u1ea5p, l\u00e0 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. \u1ede Ph\u00e1p, vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00e3 \u0111\u1ea1t t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3, v\u1edbi 100% nh\u00e0 ph\u00e1t tri\u1ec3n nh\u1eadn ra t\u1ea7m quan tr\u1ecdng c\u1ee7a ch\u00fang \u0111\u1ed1i v\u1edbi vi\u1ec7c t\u1ea1o m\u00e3. Theo nghi\u00ean c\u1ee9u c\u1ee7a Salesforce, 92% nh\u00e0 ph\u00e1t tri\u1ec3n tin r\u1eb1ng nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y c\u00f3 \u00fd ngh\u0129a quy\u1ebft \u0111\u1ecbnh \u0111\u1ed1i v\u1edbi s\u1ef1 nghi\u1ec7p c\u1ee7a h\u1ecd. S\u1ef1 ph\u1ea5n kh\u00edch n\u00e0y \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t trong c\u00e1ch c\u00e1c nh\u00f3m nh\u1eadn th\u1ee9c v\u1ec1 vai tr\u00f2 c\u1ee7a m\u00ecnh trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n.<\/p>\n\n<p class=\"wp-block-paragraph\">Nh\u1eadn th\u1ee9c c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u1ec1 AI \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u00e1ng k\u1ec3. Thay v\u00ec lo s\u1ee3 v\u1ec1 m\u1ed1i \u0111e d\u1ecda c\u1ee7a t\u1ef1 \u0111\u1ed9ng h\u00f3a, 96% trong s\u1ed1 h\u1ecd hi\u1ec7n r\u1ea5t h\u00e0o h\u1ee9ng v\u1edbi \u00fd t\u01b0\u1edfng t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n th\u00f4ng minh v\u00e0o cu\u1ed9c s\u1ed1ng ngh\u1ec1 nghi\u1ec7p h\u00e0ng ng\u00e0y c\u1ee7a h\u1ecd. C\u00e1c t\u00e1c nh\u00e2n n\u00e0y h\u1ed7 tr\u1ee3 c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 t\u1ea1o m\u00e3, g\u1ee1 l\u1ed7i, t\u1ea1o tr\u01b0\u1eddng h\u1ee3p ki\u1ec3m th\u1eed v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e1c \u0111\u1ecbnh l\u1ea1i nhi\u1ec7m v\u1ee5 c\u1ee7a h\u1ecd, h\u01b0\u1edbng h\u1ecd t\u1edbi ki\u1ebfn \u200b\u200btr\u00fac ph\u1ea7n m\u1ec1m, t\u1ed1i \u01b0u h\u00f3a h\u00e0nh tr\u00ecnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng AI. S\u1ef1 chuy\u1ec3n \u0111\u1ed5i t\u1eeb t\u1eadp trung v\u00e0o s\u1ed1 l\u01b0\u1ee3ng m\u00e3 sang \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng chi\u1ebfn l\u01b0\u1ee3c n\u00e0y \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n t\u00ecnh h\u00ecnh.<\/p>\n\n<h3 class=\"wp-block-heading\">S\u1ef1 chuy\u1ec3n \u0111\u1ed5i vai tr\u00f2: nh\u00e0 ph\u00e1t tri\u1ec3n l\u00e0 ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 v\u00e0 nh\u00e0 chi\u1ebfn l\u01b0\u1ee3c<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 n\u1ed5i l\u00ean c\u1ee7a AI t\u00e1c nh\u00e2n \u0111ang d\u1eabn \u0111\u1ebfn vi\u1ec7c x\u00e1c \u0111\u1ecbnh l\u1ea1i s\u00e2u s\u1eafc vai tr\u00f2 c\u1ee7a nh\u00e0 ph\u00e1t tri\u1ec3n. Thay v\u00ec b\u1ecb gi\u1edbi h\u1ea1n trong vi\u1ec7c t\u1ea1o m\u00e3, nh\u1eefng chuy\u00ean gia n\u00e0y tr\u1edf th\u00e0nh ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p, ng\u01b0\u1eddi \u0111i\u1ec1u ph\u1ed1i ho\u1ea1t \u0111\u1ed9ng c\u1ed9ng t\u00e1c gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u0111i\u1ec3m ch\u00ednh minh h\u1ecda cho s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng AI:<\/strong> C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n hi\u1ec7n ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c t\u00e1c nh\u00e2n th\u00f4ng minh ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c m\u1ee5c ti\u00eau kinh doanh.<\/li><li><strong>T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh:<\/strong> H\u1ecd \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, l\u00e0m vi\u1ec7c h\u00e0i h\u00f2a v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/li><li><strong>Chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ed5i m\u1edbi:<\/strong> V\u1edbi t\u01b0 c\u00e1ch l\u00e0 nh\u00e0 chi\u1ebfn l\u01b0\u1ee3c, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n tham gia th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c gi\u1ea3i ph\u00e1p m\u1edbi v\u00e0 xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 thay \u0111\u1ed5i n\u00e0y c\u0169ng \u0111\u00f2i h\u1ecfi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c ti\u00eau ch\u00ed th\u00e0nh c\u00f4ng. V\u1edbi vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i AI, vi\u1ec7c t\u1eadp trung v\u00e0o c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u1ecbnh t\u00ednh nh\u01b0 m\u1ee9c \u0111\u1ed9 ph\u00f9 h\u1ee3p c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p, s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh v\u00e0 kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p tr\u1edf n\u00ean c\u1ea7n thi\u1ebft. Do \u0111\u00f3, c\u00e1c c\u00f4ng ty ph\u1ea3i xem x\u00e9t l\u1ea1i ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e1nh gi\u00e1 c\u1ee7a m\u00ecnh \u0111\u1ec3 ph\u1ea3n \u00e1nh th\u1ef1c t\u1ebf m\u1edbi n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">N\u1ec1n t\u1ea3ng m\u00e3 th\u1ea5p\/kh\u00f4ng m\u00e3: ch\u1ea5t x\u00fac t\u00e1c cho AI t\u00e1c nh\u00e2n<\/h3>\n\n<p class=\"wp-block-paragraph\">N\u1ec1n t\u1ea3ng m\u00e3 th\u1ea5p v\u00e0 kh\u00f4ng m\u00e3 l\u00e0 \u0111\u1ed9ng l\u1ef1c quan tr\u1ecdng cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n. Ph\u1ea7n l\u1edbn 85% nh\u00e0 ph\u00e1t tri\u1ec3n s\u1eed d\u1ee5ng AI t\u00e1c nh\u00e2n \u0111\u00e3 d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y. Nh\u1eefng m\u00f4i tr\u01b0\u1eddng \u0111\u01a1n gi\u1ea3n h\u00f3a n\u00e0y mang l\u1ea1i v\u00f4 s\u1ed1 l\u1ee3i \u00edch, bao g\u1ed3m:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u0103ng t\u1ed1c ph\u00e1t tri\u1ec3n:<\/strong> C\u00e1c d\u1ef1 \u00e1n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai trong th\u1eddi gian k\u1ef7 l\u1ee5c, nh\u01b0 v\u00ed d\u1ee5 c\u1ee7a Secret Escapes, c\u00f4ng ty \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c m\u1ed9t \u0111\u1ea1i l\u00fd cho d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh ch\u1ec9 trong hai tu\u1ea7n.<\/li><li><strong>D\u00e2n ch\u1ee7 h\u00f3a ph\u00e1t tri\u1ec3n:<\/strong> Nh\u1eefng n\u1ec1n t\u1ea3ng n\u00e0y cho ph\u00e9p \u00edt h\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt h\u01a1n tham gia t\u00edch c\u1ef1c v\u00e0o vi\u1ec7c t\u1ea1o ra AI, do \u0111\u00f3 c\u1ee7ng c\u1ed1 tinh th\u1ea7n \u0111\u1ed5i m\u1edbi trong c\u00e1c c\u00f4ng ty.<\/li><li><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng:<\/strong> Doanh nghi\u1ec7p c\u00f3 th\u1ec3 nhanh ch\u00f3ng \u0111i\u1ec1u ch\u1ec9nh gi\u1ea3i ph\u00e1p c\u1ee7a m\u00ecnh d\u1ef1a tr\u00ean nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng, th\u00fac \u0111\u1ea9y t\u00ednh linh ho\u1ea1t c\u1ee7a t\u1ed5 ch\u1ee9c.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u00e1ch t\u1ea1o \u0111i\u1ec1u ki\u1ec7n t\u00edch h\u1ee3p AI v\u00e0o qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n, nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y cho ph\u00e9p c\u00e1c nh\u00f3m t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 ng\u00e0y c\u00e0ng mang t\u00ednh chi\u1ebfn l\u01b0\u1ee3c, t\u1eeb \u0111\u00f3 g\u00f3p ph\u1ea7n t\u1ea1o ra s\u1ee9c m\u1ea1nh t\u1ed5ng h\u1ee3p t\u1ed1t h\u01a1n gi\u1eefa c\u00e1c kh\u00eda c\u1ea1nh k\u1ef9 thu\u1eadt v\u00e0 ch\u1ee9c n\u0103ng.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 \u0111\u00e0o t\u1ea1o \u0111\u1ec3 \u00e1p d\u1ee5ng AI t\u00e1c nh\u00e2n<\/h2>\n\n<p class=\"wp-block-paragraph\">B\u1ea5t ch\u1ea5p s\u1ef1 nhi\u1ec7t t\u00ecnh chung \u0111\u1ed1i v\u1edbi vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n th\u00f4ng minh, v\u1eabn c\u00f2n m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c. Nghi\u00ean c\u1ee9u c\u1ee7a Salesforce nh\u1ea5n m\u1ea1nh ba l\u0129nh v\u1ef1c \u01b0u ti\u00ean \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u00e1p d\u1ee5ng quy m\u00f4 l\u1edbn c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>L\u00e3nh \u0111\u1ecba<\/th>\n<th>T\u1ef7 l\u1ec7 nh\u00e0 ph\u00e1t tri\u1ec3n li\u00ean quan<\/th>\n<th>Th\u1eed th\u00e1ch<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/td>\n<td>82%<\/td>\n<td>Hi\u1ec7n \u0111\u1ea1i h\u00f3a h\u1ec7 th\u1ed1ng \u0111\u1ec3 t\u00edch h\u1ee3p hi\u1ec7u qu\u1ea3 c\u00e1c t\u00e1c nh\u00e2n AI.<\/td>\n<\/tr>\n<tr>\n<td>Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/td>\n<td>56%<\/td>\n<td>\u0110\u1ed9 tin c\u1eady v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a b\u1ed9 d\u1eef li\u1ec7u.<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u00e0o t\u1ea1o<\/td>\n<td>80%+<\/td>\n<td>Ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng v\u1ec1 AI, qu\u1ea3n tr\u1ecb v\u00e0 gi\u00e1m s\u00e1t.<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng l\u00e0 r\u1ea5t quan tr\u1ecdng. Ph\u1ea7n l\u1edbn c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n nh\u1eadn ra r\u1eb1ng h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd ph\u1ea3i ph\u00e1t tri\u1ec3n \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng nh\u1eefng l\u1ee3i \u00edch m\u00e0 AI t\u00e1c nh\u00e2n mang l\u1ea1i. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3 c\u00f3 li\u00ean quan. Nhi\u1ec1u chuy\u00ean gia nh\u1eadn th\u1ea5y ngu\u1ed3n l\u1ef1c hi\u1ec7n t\u1ea1i c\u1ee7a h\u1ecd kh\u00f4ng \u0111\u1ee7 tin c\u1eady ho\u1eb7c \u0111\u1ee7 ch\u00ednh x\u00e1c, g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean AI.<\/p>\n\n<h3 class=\"wp-block-heading\">H\u01b0\u1edbng t\u1edbi nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 k\u1ef9 n\u0103ng v\u1ec1 AI v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u<\/h3>\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i nh\u1eefng lo ng\u1ea1i v\u1ec1 k\u1ef9 thu\u1eadt, \u0111\u00e0o t\u1ea1o v\u1eabn l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 l\u1edbn. M\u1eb7c d\u00f9 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n ng\u00e0y c\u00e0ng quan t\u00e2m \u0111\u1ebfn AI nh\u01b0ng h\u01a1n m\u1ed9t n\u1eeda trong s\u1ed1 h\u1ecd v\u1eabn n\u00f3i r\u1eb1ng h\u1ecd ch\u01b0a s\u1eb5n s\u00e0ng ph\u00e1t tri\u1ec3n trong m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn b\u1edfi c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y. Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c k\u1ef9 n\u0103ng li\u00ean quan \u0111\u1ebfn AI v\u00e0o c\u00e1c kh\u00f3a h\u1ecdc chuy\u00ean nghi\u1ec7p \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t \u0111i\u1ec1u c\u1ea7n thi\u1ebft. C\u00e1c c\u00f4ng ty s\u1ebd c\u1ea7n cung c\u1ea5p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o nh\u1eb1m gi\u1ea3i quy\u1ebft:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Qu\u1ea3n tr\u1ecb thu\u1eadt to\u00e1n:<\/strong> Hi\u1ec3u c\u00e1ch c\u00e1c thu\u1eadt to\u00e1n s\u1ebd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u00fang \u0111\u00e1ng tin c\u1eady.<\/li><li><strong>X\u1eed l\u00fd s\u1ef1 thi\u00ean v\u1ecb:<\/strong> C\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 tr\u00e1nh k\u1ebft qu\u1ea3 ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed.<\/li><li><strong>Gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng:<\/strong> Bi\u1ebft c\u00e1ch qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ed9c l\u1eadp.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng ty v\u01b0\u1ee3t qua \u0111\u01b0\u1ee3c nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y s\u1ebd th\u1ea5y n\u0103ng l\u1ef1c \u0111\u1ed5i m\u1edbi c\u1ee7a m\u00ecnh \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng \u0111\u00e1ng k\u1ec3, khai th\u00e1c \u0111\u01b0\u1ee3c s\u1ee9c m\u1ea1nh t\u1ed5ng h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 b\u00ed quy\u1ebft c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n<h2 class=\"wp-block-heading\">X\u00e1c \u0111\u1ecbnh l\u1ea1i th\u1ef1c ti\u1ec5n qu\u1ea3n l\u00fd tr\u01b0\u1edbc s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI<\/h2>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 gia t\u0103ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI c\u0169ng t\u1ea1o ra nhu c\u1ea7u chuy\u1ec3n \u0111\u1ed5i ph\u01b0\u01a1ng th\u1ee9c qu\u1ea3n l\u00fd trong c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u00f4ng ngh\u1ec7 v\u00e0 qu\u1ea3n l\u00fd CNTT ph\u1ea3i \u0111\u00e1nh gi\u00e1 l\u1ea1i vai tr\u00f2 c\u1ee7a h\u1ecd b\u1eb1ng c\u00e1ch kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o qu\u1ea3n l\u00fd d\u1ef1 \u00e1n m\u00e0 c\u00f2n thi\u1ebft l\u1eadp m\u1ed9t m\u00f4i tr\u01b0\u1eddng h\u1ed7 tr\u1ee3 vi\u1ec7c k\u1ebft h\u1ee3p k\u1ef9 n\u0103ng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 d\u00f2ng suy ngh\u0129 v\u1ec1 ch\u1ee7 \u0111\u1ec1 n\u00e0y:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u1ea1o m\u00f4i tr\u01b0\u1eddng tin c\u1eady:<\/strong> C\u00e1c nh\u00e0 qu\u1ea3n l\u00fd ph\u1ea3i nu\u00f4i d\u01b0\u1ee1ng m\u1ed9t n\u1ec1n v\u0103n h\u00f3a khuy\u1ebfn kh\u00edch s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, chuy\u00ean gia d\u1eef li\u1ec7u v\u00e0 ng\u00e0nh ngh\u1ec1 kinh doanh.<\/li><li><strong>R\u00e0 so\u00e1t c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e1nh gi\u00e1:<\/strong> C\u1ea7n ph\u1ea3i nh\u1ea5n m\u1ea1nh v\u00e0o c\u00e1c ti\u00eau ch\u00ed \u0111\u1ecbnh t\u00ednh \u0111\u1ec3 n\u00e2ng cao t\u1ed1t h\u01a1n t\u00e1c \u0111\u1ed9ng chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a c\u00e1c d\u1ef1 \u00e1n.<\/li><li><strong>Ph\u00e1t tri\u1ec3n c\u00e1c qu\u1ef9 \u0111\u1ea1o chuy\u00ean nghi\u1ec7p ph\u00f9 h\u1ee3p:<\/strong> Cung c\u1ea5p c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n v\u00e0 h\u1ecdc t\u1eadp t\u00edch h\u1ee3p c\u00e1c k\u1ef9 n\u0103ng AI.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed9ng l\u1ef1c m\u1edbi n\u00e0y m\u1edf \u0111\u01b0\u1eddng cho m\u1ed9t n\u1ec1n v\u0103n h\u00f3a k\u1ef9 thu\u1eadt r\u1ed9ng l\u1edbn h\u01a1n, n\u01a1i m\u1ed7i chuy\u00ean gia c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n tr\u1ea3i nghi\u1ec7m k\u1ef9 thu\u1eadt s\u1ed1 phong ph\u00fa cho ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n<h3 class=\"wp-block-heading\">V\u00ed d\u1ee5 v\u1ec1 c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bkinh doanh \u0111\u1ed5i m\u1edbi<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng ty nh\u01b0 <strong>Bosch<\/strong> V\u00e0 <strong>BNP Paribas<\/strong> \u0111ang \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 ng\u01b0\u1eddi \u0111i \u0111\u1ea7u trong s\u1ef1 thay \u0111\u1ed5i n\u00e0y b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u201c\u0111\u00e0o t\u1ea1o l\u1ea1i k\u1ef9 n\u0103ng AI\u201d cho nh\u00f3m ph\u00e1t tri\u1ec3n c\u1ee7a h\u1ecd. Nh\u1eefng s\u00e1ng ki\u1ebfn \u200b\u200bn\u00e0y, th\u01b0\u1eddng \u1edf d\u1ea1ng c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3, gi\u00fap t\u1ea1o ra ch\u1ee9c n\u0103ng ch\u00e9o m\u1ea1nh m\u1ebd gi\u1eefa c\u00e1c ng\u00e0nh ngh\u1ec1, do \u0111\u00f3 \u0111\u1ea3m b\u1ea3o s\u1ef1 hi\u1ec3u bi\u1ebft t\u1ed1t h\u01a1n v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 s\u1ef1 ph\u1ed1i h\u1ee3p c\u00f3 th\u1ec3 c\u00f3. Nh\u1eefng n\u1ed7 l\u1ef1c n\u00e0y th\u1ec3 hi\u1ec7n m\u1ed9t phong tr\u00e0o c\u01a1 b\u1ea3n, thi\u1ebft l\u1eadp m\u1ed9t hi\u1ec7p \u01b0\u1edbc m\u1edbi gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 v\u1ed1n con ng\u01b0\u1eddi, n\u01a1i t\u00e1c nh\u00e2n AI tr\u1edf th\u00e0nh \u0111\u1ed3ng minh ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh.<\/p>\n\n<p class=\"wp-block-paragraph\">Khi b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p s\u1ebd l\u00e0 t\u1eadn d\u1ee5ng s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y \u0111\u1ec3 x\u00e2y d\u1ef1ng kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 s\u1ef1 linh ho\u1ea1t. C\u00e1c t\u1ed5 ch\u1ee9c th\u00edch \u1ee9ng th\u00e0nh c\u00f4ng v\u1edbi k\u1ef7 nguy\u00ean ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m m\u1edbi n\u00e0y s\u1ebd tr\u1edf th\u00e0nh nh\u1eefng t\u1ed5 ch\u1ee9c d\u1eabn \u0111\u1ea7u ng\u00e0nh nh\u1edd kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p hi\u1ec7u qu\u1ea3 AI v\u00e0o quy tr\u00ecnh c\u1ee7a h\u1ecd.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>C\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 tr\u1edf n\u00ean thi\u1ebft y\u1ebfu trong l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 \u0111\u1ed9ng l\u1ef1c trong c\u00e1c nh\u00f3m k\u1ef9 thu\u1eadt. V\u00e0o n\u0103m 2025, s\u1ef1 n\u1ed5i l\u00ean c\u1ee7a nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 ch\u1ee7 \u0111\u1ec1 g\u00e2y tranh c\u00e3i nhi\u1ec1u, khi\u1ebfn cho vi\u1ec7c ph\u00e1t tri\u1ec3n kh\u00f4ng [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[450,957,25355,25352,284],"class_list":["post-12955","post","type-post","status-publish","format-standard","hentry","category-non-classe-vi","tag-chuyen-doi-ky-thuat-so-vi","tag-cong-nghe-vi","tag-doi-lam-viec-vi","tag-phat-trien-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/12955","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=12955"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/12955\/revisions"}],"predecessor-version":[{"id":12956,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/12955\/revisions\/12956"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=12955"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=12955"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=12955"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}