{"id":31952,"date":"2025-05-24T14:08:02","date_gmt":"2025-05-24T14:08:02","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=31952"},"modified":"2025-05-24T14:08:04","modified_gmt":"2025-05-24T14:08:04","slug":"deep-seek-mot-cuoc-thao-luan-hap-dan-ve-tuong-lai-cua-tri-tue-nhan-tao-voi-gary-marcus","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/deep-seek-mot-cuoc-thao-luan-hap-dan-ve-tuong-lai-cua-tri-tue-nhan-tao-voi-gary-marcus\/","title":{"rendered":"Deep Seek: M\u1ed9t cu\u1ed9c th\u1ea3o lu\u1eadn h\u1ea5p d\u1eabn v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi Gary Marcus"},"content":{"rendered":"<p class=\"wp-block-paragraph\">S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi \u0111ang \u0111\u1ecbnh h\u00ecnh th\u1ebf gi\u1edbi c\u1ee7a ch\u00fang ta v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3. Trong b\u1ed1i c\u1ea3nh n\u00e0y, nh\u1eefng tin t\u1ee9c g\u1ea7n \u0111\u00e2y xung quanh DeepSeek \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 s\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a n\u00f3. Khi nh\u1eefng nh\u00e0 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o c\u1ee7a Trung Qu\u1ed1c c\u1ea1nh tranh v\u1edbi nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u1ee7a M\u1ef9 nh\u01b0 OpenAI, Gary Marcus, m\u1ed9t chuy\u00ean gia n\u1ed5i ti\u1ebfng v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 thu\u1eadt to\u00e1n, \u0111\u00e3 chia s\u1ebb ph\u00e2n t\u00edch c\u1ee7a m\u00ecnh. Nh\u1eefng ti\u1ebfn b\u1ed9 n\u00e0y c\u00f3 \u00fd ngh\u0129a g\u00ec \u0111\u1ed1i v\u1edbi ng\u00e0nh c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u? C\u00e2u tr\u1ea3 l\u1eddi c\u00f3 th\u1ec3 \u0111\u1ecbnh ngh\u0129a l\u1ea1i hi\u1ec3u bi\u1ebft c\u1ee7a ch\u00fang ta v\u1ec1 AI v\u00e0 robot. B\u00e0i vi\u1ebft n\u00e0y kh\u00e1m ph\u00e1 s\u00e2u s\u1eafc nh\u1eefng th\u00e1ch th\u1ee9c hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a AI, th\u00f4ng qua l\u0103ng k\u00ednh h\u1ea5p d\u1eabn c\u1ee7a DeepSeek.<\/p>\n\n<h2 class=\"wp-block-heading\">S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a DeepSeek: M\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n<p class=\"wp-block-paragraph\">DeepSeek, m\u1ed9t c\u00f4ng ty m\u1edbi n\u1ed5i trong l\u0129nh v\u1ef1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, \u0111\u00e3 l\u00e0m thay \u0111\u1ed5i b\u1ed1i c\u1ea3nh AI. M\u00f4 h\u00ecnh n\u00e0y ban \u0111\u1ea7u \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n cho c\u00e1c \u1ee9ng d\u1ee5ng trong giao d\u1ecbch \u0111\u1ecbnh l\u01b0\u1ee3ng, nh\u01b0ng n\u00f3 nhanh ch\u00f3ng ch\u1ee9ng minh \u0111\u01b0\u1ee3c s\u1ee9c m\u1ea1nh c\u1ee7a m\u00ecnh trong x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, s\u00e1nh ngang v\u1edbi nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 nh\u01b0 OpenAI v\u00e0 Google. Chi ph\u00ed ph\u00e1t tri\u1ec3n c\u1ee7a n\u00f3 ch\u1ec9 b\u1eb1ng kho\u1ea3ng 1\/50 so v\u1edbi c\u00e1c m\u1eabu tr\u01b0\u1edbc \u0111\u00f3, cho th\u1ea5y m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi c\u1ee7a s\u1ef1 \u0111\u1ed5i m\u1edbi d\u1ec5 ti\u1ebfp c\u1eadn.<\/p>\n\n<h3 class=\"wp-block-heading\">DeepSeek n\u1ed5i b\u1eadt nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n<p class=\"wp-block-paragraph\">DeepSeek kh\u00f4ng ch\u1ec9 c\u1ea1nh tranh m\u00e0 c\u00f2n mang l\u1ea1i hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i v\u1edbi m\u1ee9c gi\u00e1 kh\u00f4ng th\u1ec3 c\u1ea1nh tranh h\u01a1n. Tr\u00ean th\u1ef1c t\u1ebf, g\u1ea7n \u0111\u00e2y c\u00f4ng ty \u0111\u00e3 tung ra m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 t\u00ean l\u00e0 r1, tuy kh\u00f4ng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n o1 c\u1ee7a OpenAI nh\u01b0ng \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 cao v\u00ec t\u00ednh minh b\u1ea1ch v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n\n<ul class=\"wp-block-list\"><li>Gi\u1ea3m chi ph\u00ed \u0111\u00e0o t\u1ea1o<\/li><li>Hi\u1ec7u su\u1ea5t c\u1ea1nh tranh<\/li><li>M\u00f4 h\u00ecnh R1 \u1ee7ng h\u1ed9 m\u00e3 ngu\u1ed3n m\u1edf<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed9ng l\u1ef1c m\u1edbi n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn m\u1ed9t phong tr\u00e0o h\u01b0\u1edbng t\u1edbi b\u00ecnh \u0111\u1eb3ng, n\u01a1i c\u00e1c c\u00f4ng ty M\u1ef9 kh\u00f4ng c\u00f2n c\u00f3 th\u1ec3 t\u1ef1 m\u00e3n v\u1edbi th\u00e0nh qu\u1ea3 \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c. Gary Marcus ch\u1ec9 ra r\u1eb1ng kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 thu h\u1eb9p v\u00e0 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u1eeb c\u00e1c qu\u1ed1c gia kh\u00e1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u1edf Ch\u00e2u \u00c2u, c\u0169ng c\u00f3 th\u1ec3 tham gia v\u00e0o l\u0129nh v\u1ef1c n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">H\u1eadu qu\u1ea3 \u0111\u1ed1i v\u1edbi OpenAI v\u00e0 th\u1ecb tr\u01b0\u1eddng to\u00e0n c\u1ea7u<\/h3>\n\n<p class=\"wp-block-paragraph\">OpenAI, t\u1eebng l\u00e0 ng\u01b0\u1eddi d\u1eabn \u0111\u1ea7u kh\u00f4ng th\u1ec3 tranh c\u00e3i, hi\u1ec7n \u0111ang ch\u1ee9ng ki\u1ebfn \u200b\u200bv\u1ecb th\u1ebf th\u1ed1ng tr\u1ecb c\u1ee7a m\u00ecnh b\u1ecb th\u00e1ch th\u1ee9c. S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a DeepSeek v\u00e0 c\u00e1c c\u00f4ng ty Trung Qu\u1ed1c kh\u00e1c \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 kh\u1ea3 n\u0103ng d\u1eabn \u0111\u1ea7u c\u1ee7a M\u1ef9. Khi OpenAI g\u1ea7n \u0111\u00e2y \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 cho ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c \u0111\u1eb7t ra l\u00e0: li\u1ec7u c\u00f4ng ty c\u00f3 th\u1ec3 duy tr\u00ec v\u1ecb th\u1ebf th\u1ed1ng l\u0129nh c\u1ee7a m\u00ecnh kh\u00f4ng? Nh\u1eefng c\u1ea3i ti\u1ebfn c\u1ee7a DeepSeek \u0111\u00e3 thay \u0111\u1ed5i k\u1ef3 v\u1ecdng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc nh\u1eefng di\u1ec5n bi\u1ebfn n\u00e0y, m\u1ed9t lo\u1ea1t th\u00e1ch th\u1ee9c xu\u1ea5t hi\u1ec7n. Nh\u1eadn th\u1ee9c c\u1ee7a c\u00f4ng ch\u00fang v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng kh\u00f4ng ng\u1eebng thay \u0111\u1ed5i. Th\u1ecb tr\u01b0\u1eddng mong \u0111\u1ee3i g\u00ec t\u1eeb OpenAI khi gi\u1edd \u0111\u00e2y \u0111\u00e3 c\u00f3 gi\u1ea3i ph\u00e1p thay th\u1ebf r\u1ebb h\u01a1n v\u00e0 m\u1ea1nh m\u1ebd h\u01a1n? H\u00e0ng ch\u1ee5c chuy\u00ean gia, bao g\u1ed3m c\u1ea3 c\u1ef1u nh\u00e2n vi\u00ean c\u1ee7a OpenAI, \u0111ang chuy\u1ec3n h\u01b0\u1edbng sang c\u00e1c d\u1ef1 \u00e1n m\u1edbi n\u1ed5i, th\u00fac \u0111\u1ea9y s\u1ef1 c\u1ea1nh tranh gia t\u0103ng trong l\u0129nh v\u1ef1c AI.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Di\u1ec5n vi\u00ean<\/th>\n<th>Ng\u01b0\u1eddi m\u1eabu<\/th>\n<th>Chi ph\u00ed \u0111\u00e0o t\u1ea1o<\/th>\n<th>Hi\u1ec7u su\u1ea5t<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>t\u00ecm ki\u1ebfm s\u00e2u<\/td>\n<td>r1<\/td>\n<td>1\/50 chi ph\u00ed c\u1ee7a OpenAI<\/td>\n<td>C\u1ea1nh tranh<\/td>\n<\/tr>\n<tr>\n<td>OpenAI<\/td>\n<td>o1<\/td>\n<td>Ti\u00eau chu\u1ea9n<\/td>\n<td>V\u01b0\u1ee3t tr\u1ed9i nh\u01b0ng \u0111ang suy gi\u1ea3m<\/td>\n<\/tr>\n<tr>\n<td>ByteDance<\/td>\n<td>M\u1eabu X<\/td>\n<td>R\u1ebb h\u01a1n DeepSeek 5 l\u1ea7n<\/td>\n<td>Hi\u1ec7u qu\u1ea3 h\u01a1n 200 l\u1ea7n so v\u1edbi o1<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 c\u1ea1nh tranh ng\u00e0y c\u00e0ng gia t\u0103ng v\u00e0 \u00fd t\u01b0\u1edfng v\u1ec1 nh\u1eefng gi\u1ea3i ph\u00e1p thay th\u1ebf h\u1ee3p l\u1ec7 \u0111ang xu\u1ea5t hi\u1ec7n th\u00fac \u0111\u1ea9y th\u1ecb tr\u01b0\u1eddng n\u0103ng \u0111\u1ed9ng h\u01a1n. Vi\u1ec7c ra m\u1eaft nh\u1eefng m\u1eabu m\u00e1y c\u00f3 gi\u00e1 th\u00e0nh r\u1ebb h\u01a1n nh\u01b0ng v\u1eabn c\u00f3 hi\u1ec7u su\u1ea5t t\u01b0\u01a1ng \u0111\u01b0\u01a1ng c\u00f3 l\u1ebd b\u00e1o hi\u1ec7u m\u1ed9t giai \u0111o\u1ea1n m\u1edbi trong h\u1ec7 sinh th\u00e1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7 v\u00e0 \u00fd ngh\u0129a c\u1ee7a ch\u00fang \u0111\u1ed1i v\u1edbi Nvidia<\/h2>\n\n<p class=\"wp-block-paragraph\">V\u1edbi s\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a DeepSeek, g\u00e3 kh\u1ed5ng l\u1ed3 s\u1ea3n xu\u1ea5t chip \u0111\u1ed3 h\u1ecda Nvidia \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c b\u1ea5t ng\u1edd. Theo truy\u1ec1n th\u1ed1ng, Nvidia ph\u00e1t tri\u1ec3n m\u1ea1nh nh\u1edd nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 c\u00f4ng ngh\u1ec7 AI, nh\u01b0ng c\u00e1c s\u1ea3n ph\u1ea9m ph\u1ea7n m\u1ec1m m\u1edbi n\u00e0y c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111i\u1ec1u \u0111\u00f3. C\u00e1c m\u00f4 h\u00ecnh nh\u01b0 DeepSeek ch\u1ec9 ra r\u1eb1ng LLM (m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1edbi \u00edt t\u00e0i nguy\u00ean h\u01a1n, c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c chip cao c\u1ea5p nh\u01b0 H100.<\/p>\n\n<h3 class=\"wp-block-heading\">H\u1eadu qu\u1ea3 \u0111\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng b\u00e1n d\u1eabn<\/h3>\n\n<p class=\"wp-block-paragraph\">Trong v\u00e0i n\u0103m qua, gi\u00e1 tr\u1ecb c\u1ed5 phi\u1ebfu c\u1ee7a Nvidia \u0111\u00e3 t\u0103ng m\u1ea1nh, nh\u01b0ng s\u1ef1 bi\u1ebfn \u0111\u1ed9ng g\u1ea7n \u0111\u00e2y c\u00f3 th\u1ec3 thay \u0111\u1ed5i vi\u1ec5n c\u1ea3nh \u0111\u00f3. V\u1ed1n h\u00f3a c\u1ee7a c\u00f4ng ty \u0111\u00e3 \u0111\u1ea1t m\u1ee9c cao k\u1ef7 l\u1ee5c, nh\u01b0ng v\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p thay th\u1ebf hi\u1ec7u qu\u1ea3 nh\u01b0 DeepSeek, vi\u1ec7c \u0111\u1ecbnh gi\u00e1 l\u1ea1i l\u00e0 c\u00f3 th\u1ec3. S\u1ef1 \u0111\u1ea3o ng\u01b0\u1ee3c n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 b\u1ea5t \u1ed5n tr\u00ean th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7, g\u00e2y ra t\u1ed5n th\u1ea5t \u0111\u00e1ng k\u1ec3 cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 c\u1ee7a Nvidia.<\/p>\n\n<ul class=\"wp-block-list\"><li>Gi\u1ea3m nhu c\u1ea7u v\u1ec1 chip cao c\u1ea5p<\/li><li>Ti\u1ec1m n\u0103ng gi\u1ea3m gi\u00e1 tr\u1ecb th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n<\/li><li>T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn \u0111\u1ea7u t\u01b0 v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">Nvidia c\u00f3 th\u1ec3 ph\u1ea3n \u1ee9ng th\u1ebf n\u00e0o?<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 ch\u1ed1ng l\u1ea1i nh\u1eefng \u0111\u1ed9ng th\u00e1i m\u1edbi n\u00e0y, Nvidia c\u00f3 th\u1ec3 th\u1eed nghi\u1ec7m m\u1ed9t s\u1ed1 chi\u1ebfn l\u01b0\u1ee3c: \u0111a d\u1ea1ng h\u00f3a d\u1ecbch v\u1ee5, \u0111\u1ea7u t\u01b0 v\u00e0o nghi\u00ean c\u1ee9u c\u00e1c c\u00f4ng ngh\u1ec7 thi\u1ebft k\u1ebf m\u1ea1ch t\u00edch h\u1ee3p m\u1edbi ho\u1eb7c t\u0103ng c\u01b0\u1eddng quan h\u1ec7 \u0111\u1ed1i t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty \u0111ang ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p AI. C\u00e1c l\u1ef1a ch\u1ecdn chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a Nvidia trong nh\u1eefng th\u00e1ng t\u1edbi s\u1ebd quy\u1ebft \u0111\u1ecbnh t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ty khi ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi DeepSeek v\u00e0 nh\u1eefng \u0111\u1ed1i th\u1ee7 m\u1edbi n\u1ed5i kh\u00e1c.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Chi\u1ebfn l\u01b0\u1ee3c<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<th>T\u00e1c \u0111\u1ed9ng ti\u1ec1m t\u00e0ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0110a d\u1ea1ng h\u00f3a s\u1ea3n ph\u1ea9m<\/td>\n<td>M\u1edf r\u1ed9ng d\u00f2ng chip \u0111\u1ec3 bao ph\u1ee7 c\u00e1c ph\u00e2n kh\u00fac AI kh\u00e1c<\/td>\n<td>Gi\u1ea3m t\u1ed5n th\u1ea5t ti\u1ec1m n\u0103ng<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u1ea7u t\u01b0 v\u00e0o R&amp;D<\/td>\n<td>Ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng ngh\u1ec7 thay th\u1ebf \u0111\u1ec3 gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chip<\/td>\n<td>C\u1ee7ng c\u1ed1 v\u1ecb th\u1ebf tr\u00ean th\u1ecb tr\u01b0\u1eddng<\/td>\n<\/tr>\n<tr>\n<td>Quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c<\/td>\n<td>H\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty AI \u0111\u1ec3 c\u00f9ng ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p<\/td>\n<td>C\u1ea3i thi\u1ec7n s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 kh\u1ea3 n\u0103ng c\u1ea1nh tranh<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Khi b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n, Nvidia s\u1ebd t\u00ecm c\u00e1ch th\u00edch nghi. Vi\u1ec7c ti\u1ebfp qu\u1ea3n c\u00e1c c\u00f4ng ty b\u00e1n d\u1eabn c\u00f3 th\u1ec3 l\u00e0 b\u01b0\u1edbc ngo\u1eb7t kh\u00f4ng ch\u1ec9 \u0111\u1ed1i v\u1edbi Nvidia m\u00e0 c\u00f2n \u0111\u1ed1i v\u1edbi to\u00e0n b\u1ed9 ng\u00e0nh c\u00f4ng nghi\u1ec7p.<\/p>\n\n<h2 class=\"wp-block-heading\">Suy ng\u1eabm v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 \u0111\u1ed5i m\u1edbi<\/h2>\n\n<p class=\"wp-block-paragraph\">Trong m\u1ed9t th\u1ebf gi\u1edbi kh\u00f4ng ng\u1eebng thay \u0111\u1ed5i, vi\u1ec7c c\u00e2n b\u1eb1ng gi\u1eefa c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi trong khi d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u trong t\u01b0\u01a1ng lai l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 kh\u00f3 kh\u0103n. Gary Marcus, v\u1edbi chuy\u00ean m\u00f4n s\u00e2u r\u1ed9ng trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, nh\u1ea5n m\u1ea1nh t\u1ea7m quan tr\u1ecdng c\u1ee7a s\u1ef1 \u0111\u1ed5i m\u1edbi v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef hi\u1ec7n c\u00f3. N\u00f3 \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 c\u00e1ch ti\u1ebfp c\u1eadn hi\u1ec7n t\u1ea1i c\u1ee7a ch\u00fang ta v\u00e0 k\u00eau g\u1ecdi suy ng\u1eabm s\u00e2u s\u1eafc v\u1ec1 c\u00e1ch c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i s\u1ebd ph\u00e1t tri\u1ec3n.<\/p>\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c ph\u00eda tr\u01b0\u1edbc<\/h3>\n\n<p class=\"wp-block-paragraph\">Khi cu\u1ed9c \u0111ua tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u1ebfp t\u1ee5c, c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 thi\u00ean v\u1ecb, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 \u0111\u1ea1o \u0111\u1ee9c tr\u1edf n\u00ean c\u1ea5p b\u00e1ch h\u01a1n. C\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 cam k\u1ebft t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh th\u00e0nh c\u00f4ng m\u00e0 c\u00f2n ph\u1ea3i cam k\u1ebft cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p m\u1ea1nh m\u1ebd cho nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y.<\/p>\n\n<ul class=\"wp-block-list\"><li>Gi\u00e1m s\u00e1t \u0111\u1ed5i m\u1edbi m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m<\/li><li>\u0110\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i c\u1ee7a c\u00f4ng ngh\u1ec7 AI<\/li><li>T\u1ea1o ra c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 \u0111\u1ec3 h\u1ea1n ch\u1ebf l\u1ea1m d\u1ee5ng<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Marcus nh\u1ea5n m\u1ea1nh r\u1eb1ng s\u1ef1 \u0111\u1ed5i m\u1edbi kh\u00f4ng ch\u1ec9 di\u1ec5n ra trong m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh m\u00e0 c\u00f2n l\u00e0 n\u1ed7 l\u1ef1c chung h\u01b0\u1edbng t\u1edbi m\u1ed9t t\u01b0\u01a1ng lai c\u00f4ng ngh\u1ec7 to\u00e0n di\u1ec7n v\u00e0 c\u00f3 \u0111\u1ea1o \u0111\u1ee9c. M\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn to\u00e0n di\u1ec7n, k\u1ebft h\u1ee3p nhi\u1ec1u b\u00ean li\u00ean quan trong l\u0129nh v\u1ef1c n\u00e0y, c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, mang l\u1ea1i l\u1ee3i \u00edch cho to\u00e0n x\u00e3 h\u1ed9i.<\/p>\n\n<h3 class=\"wp-block-heading\">H\u01b0\u1edbng t\u1edbi m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi?<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 c\u1ea1nh tranh gi\u1eefa Hoa K\u1ef3 v\u00e0 Trung Qu\u1ed1c \u0111\u1ec3 gi\u00e0nh v\u1ecb tr\u00ed th\u1ed1ng tr\u1ecb trong l\u0129nh v\u1ef1c AI c\u00f3 th\u1ec3 \u0111\u00e1nh d\u1ea5u s\u1ef1 kh\u1edfi \u0111\u1ea7u c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean h\u1ee3p t\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi. Trong khi m\u1ed9t s\u1ed1 qu\u1ed1c gia \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI th\u00ec nh\u1eefng n\u01a1i kh\u00e1c tr\u00ean th\u1ebf gi\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0 Ch\u00e2u \u00c2u, \u0111ang c\u1ed1 g\u1eafng b\u1eaft k\u1ecbp.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Qu\u1ed1c gia<\/th>\n<th>\u0110\u1ea7u t\u01b0 v\u00e0o AI (2025)<\/th>\n<th>M\u1ee5c ti\u00eau c\u00f4ng ngh\u1ec7<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>HOA K\u1ef2<\/td>\n<td>80 t\u1ef7 \u0111\u00f4 la<\/td>\n<td>T\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng c\u1ea1nh tranh trong AI<\/td>\n<\/tr>\n<tr>\n<td>Trung Qu\u1ed1c<\/td>\n<td>100 t\u1ef7 \u0111\u00f4 la<\/td>\n<td>Chi\u1ebfm l\u0129nh th\u1ecb tr\u01b0\u1eddng AI<\/td>\n<\/tr>\n<tr>\n<td>Ch\u00e2u \u00c2u<\/td>\n<td>50 t\u1ef7 USD<\/td>\n<td>Ph\u00e1t tri\u1ec3n AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Cu\u1ed9c tranh lu\u1eadn v\u1ec1 t\u01b0\u01a1ng lai c\u00f4ng ngh\u1ec7 kh\u00f4ng ch\u1ec9 h\u1ea5p d\u1eabn m\u00e0 c\u00f2n thi\u1ebft y\u1ebfu. C\u00e1c xu h\u01b0\u1edbng, c\u1ea3i ti\u1ebfn v\u00e0 th\u1eadm ch\u00ed c\u1ea3 nh\u1eefng th\u1ea5t b\u1ea1i hi\u1ec7n t\u1ea1i \u0111\u1ec1u \u0111ang g\u00f3p ph\u1ea7n \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1ch ch\u00fang ta suy ngh\u0129 v\u1ec1 c\u00f4ng ngh\u1ec7 ng\u00e0y nay. Ch\u00eca kh\u00f3a c\u00f3 th\u1ec3 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng c\u00e1c qu\u1ed1c gia h\u1ee3p t\u00e1c v\u1edbi nhau trong khi ti\u1ebfp t\u1ee5c \u0111\u1ed5i m\u1edbi.<\/p>\n\n<h2 class=\"wp-block-heading\">M\u1ed9t t\u01b0\u01a1ng lai \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n<p class=\"wp-block-paragraph\">Khi ch\u00fang ta ti\u1ebfn t\u1edbi m\u1ed9t t\u01b0\u01a1ng lai b\u1ea5t \u0111\u1ecbnh h\u01a1n, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u1ebfp t\u1ee5c bi\u1ebfn \u0111\u1ed5i m\u1ecdi kh\u00eda c\u1ea1nh trong cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta. S\u1ef1 h\u1ed9i t\u1ee5 c\u1ee7a c\u00f4ng ngh\u1ec7, k\u1ebft h\u1ee3p v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn c\u00f3 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m, c\u00f3 th\u1ec3 m\u1edf ra con \u0111\u01b0\u1eddng \u0111\u1ed5i m\u1edbi mang t\u00ednh h\u1ee3p t\u00e1c. V\u1ee5 vi\u1ec7c DeepSeek l\u00e0 m\u1ed9t v\u00ed d\u1ee5 ho\u00e0n h\u1ea3o v\u1ec1 t\u1ed1c \u0111\u1ed9 thay \u0111\u1ed5i c\u1ee7a b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7, th\u00e1ch th\u1ee9c nh\u1eefng \u0111\u1ecbnh ki\u1ebfn \u200b\u200bs\u00e2u xa v\u1ec1 s\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a m\u1ed9t qu\u1ed1c gia so v\u1edbi qu\u1ed1c gia kh\u00e1c.<\/p>\n\n<p class=\"wp-block-paragraph\">Khi cu\u1ed9c tranh lu\u1eadn n\u00e0y di\u1ec5n ra, ch\u00fang ta bu\u1ed9c ph\u1ea3i t\u1ef1 h\u1ecfi: li\u1ec7u ch\u00fang ta \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u00f3n nh\u1eadn s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a m\u1ed9t th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i nhanh ch\u00f3ng hay ch\u01b0a? L\u1eddi k\u00eau g\u1ecdi xem x\u00e9t l\u1ea1i h\u01b0\u1edbng \u0111i c\u1ee7a \u0111\u1ed5i m\u1edbi kh\u00f4ng ch\u1ec9 s\u1eafp di\u1ec5n ra m\u00e0 c\u00f2n c\u1ea5p thi\u1ebft \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi \u0111ang \u0111\u1ecbnh h\u00ecnh th\u1ebf gi\u1edbi c\u1ee7a ch\u00fang ta v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3. Trong b\u1ed1i c\u1ea3nh n\u00e0y, nh\u1eefng tin t\u1ee9c g\u1ea7n \u0111\u00e2y xung quanh DeepSeek \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 s\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a n\u00f3. Khi nh\u1eefng nh\u00e0 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":31902,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1560],"tags":[57907,7781,57910,284],"class_list":["post-31952","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-tri-tue-nhan-tao-vi","tag-chuyen-tim-kiem-sau-sac-vi","tag-lan-vi","tag-trao-doi-quyen-ru-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/31952","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=31952"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/31952\/revisions"}],"predecessor-version":[{"id":31953,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/31952\/revisions\/31953"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/31902"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=31952"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=31952"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=31952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}