{"id":24725,"date":"2025-05-03T21:23:57","date_gmt":"2025-05-03T21:23:57","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=24725"},"modified":"2025-05-03T21:23:59","modified_gmt":"2025-05-03T21:23:59","slug":"tuong-lai-cua-cac-tac-nhan-tri-tue-nhan-tao-vao-nam-2025-giua-hy-vong-va-thuc-te","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/tuong-lai-cua-cac-tac-nhan-tri-tue-nhan-tao-vao-nam-2025-giua-hy-vong-va-thuc-te\/","title":{"rendered":"T\u01b0\u01a1ng lai c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0o n\u0103m 2025: Gi\u1eefa hy v\u1ecdng v\u00e0 th\u1ef1c t\u1ebf"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Th\u1ebf gi\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang tr\u1ea3i qua s\u1ef1 ph\u1ea5n kh\u00edch ch\u01b0a t\u1eebng c\u00f3, khi n\u0103m 2025 l\u00e0 m\u1ed1c \u0111\u00e1nh d\u1ea5u nh\u1eefng l\u1eddi h\u1ee9a v\u00e0 k\u1ef3 v\u1ecdng phi th\u01b0\u1eddng. C\u00e1c t\u00e1c nh\u00e2n AI, th\u01b0\u1eddng \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 l\u00e0 c\u00e1c th\u1ef1c th\u1ec3 t\u1ef1 ch\u1ee7 c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp \u0111\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec1u nhi\u1ec7m v\u1ee5 kh\u00e1c nhau, ch\u00ednh l\u00e0 tr\u1ecdng t\u00e2m c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y. Trong b\u1ed1i c\u1ea3nh truy\u1ec1n th\u00f4ng c\u01b0\u1eddng \u0111i\u1ec7u nh\u1eafc l\u1ea1i nh\u1eefng th\u00e0nh t\u1ef1u c\u00f4ng ngh\u1ec7 tr\u01b0\u1edbc \u0111\u00e2y nh\u01b0 NFT v\u00e0 ti\u1ec1n \u0111i\u1ec7n t\u1eed, c\u00e1c t\u00e1c nh\u00e2n n\u00e0y \u0111ang \u0111\u01b0\u1ee3c coi l\u00e0 ch\u1ea5t x\u00fac t\u00e1c cho s\u1ef1 chuy\u1ec3n \u0111\u1ed5i tri\u1ec7t \u0111\u1ec3 trong c\u00f4ng vi\u1ec7c v\u00e0 cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y. Nh\u01b0ng \u0111\u1eb1ng sau c\u00e2u chuy\u1ec7n l\u1ea1c quan \u0111\u00f3 l\u00e0 m\u1ed9t th\u1ef1c t\u1ebf ph\u1ee9c t\u1ea1p h\u01a1n? H\u00e3y c\u00f9ng nhau kh\u00e1m ph\u00e1 t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0o n\u0103m 2025.<\/p>\n\n<h2 class=\"wp-block-heading\">T\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/h2>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c \u0111\u1ecbnh ngh\u0129a t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec \u0111\u00f2i h\u1ecfi s\u1ef1 ch\u00fa \u00fd c\u1ea9n th\u1eadn, v\u00ec nh\u1eefng th\u1ef1c th\u1ec3 n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u1ea1i di\u1ec7n cho c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01a1n gi\u1ea3n. T\u00e1c nh\u00e2n AI l\u00e0 ph\u1ea7n m\u1ec1m c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng, hi\u1ec3u, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 d\u1ef1a tr\u00ean nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. Kh\u00f4ng gi\u1ed1ng nh\u01b0 tr\u1ee3 l\u00fd \u1ea3o truy\u1ec1n th\u1ed1ng y\u00eau c\u1ea7u c\u00e1c l\u1ec7nh r\u00f5 r\u00e0ng, t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bd\u1ef1a tr\u00ean d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c v\u00e0 c\u00e1c m\u1ee5c ti\u00eau c\u1ea7n \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/p>\n\n<p class=\"wp-block-paragraph\">V\u00e0o n\u0103m 2025, ch\u00fang ta th\u1ea5y r\u1eb1ng c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef n\u00e2ng cao (LLM), cho ph\u00e9p ch\u00fang giao ti\u1ebfp hi\u1ec7u qu\u1ea3 v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng ho\u1eb7c c\u00f4ng c\u1ee5 kh\u00e1c. Nh\u1eefng ti\u1ebfn b\u1ed9 n\u00e0y c\u00f3 \u0111\u01b0\u1ee3c l\u00e0 nh\u1edd v\u00e0o qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u chuy\u00ean s\u00e2u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi c\u00e1c c\u00f4ng ty nh\u01b0 OpenAI, IBM Watson v\u00e0 DeepMind, nh\u1eefng c\u00f4ng ty kh\u00f4ng ng\u1eebng n\u1ed7 l\u1ef1c c\u1ea3i thi\u1ec7n tr\u00ed th\u00f4ng minh v\u00e0 kh\u1ea3 n\u0103ng suy lu\u1eadn c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n n\u00e0y.<strong> \u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 c\u00e1c t\u00e1c nh\u00e2n hi\u1ec7n t\u1ea1i v\u1eabn \u0111ang trong giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ph\u00f4i thai<\/strong>v\u00e0 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p c\u1ee7a ch\u00fang v\u1eabn c\u00f2n h\u1ea1n ch\u1ebf. <\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u1ef1 ch\u1ee7:<\/strong> Kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/li><li><strong>S\u1ef1 t\u01b0\u01a1ng t\u00e1c :<\/strong> Kh\u1ea3 n\u0103ng giao ti\u1ebfp v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 m\u00f4 h\u00ecnh kh\u00e1c.<\/li><li><strong>Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng:<\/strong> Kh\u1ea3 n\u0103ng \u0111i\u1ec1u ch\u1ec9nh theo nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 ph\u00e1t tri\u1ec3n theo b\u1ed1i c\u1ea3nh.<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">K\u1ef3 v\u1ecdng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h3>\n\n<p class=\"wp-block-paragraph\">Nh\u01b0 \u0111\u00e3 gi\u1ea3i th\u00edch <strong>Maryam Ashoori<\/strong> IBM, ch\u00fang ta \u0111ang \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a k\u1ef7 nguy\u00ean m\u00e0 99% nh\u00e0 ph\u00e1t tri\u1ec3n AI \u0111ang kh\u00e1m ph\u00e1 ho\u1eb7c tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n cho th\u1ebf gi\u1edbi chuy\u00ean nghi\u1ec7p. Nh\u1eefng d\u1ef1 b\u00e1o n\u00e0y cho th\u1ea5y s\u1ef1 b\u00e3o h\u00f2a c\u1ee7a th\u1ecb tr\u01b0\u1eddng t\u00e1c nh\u00e2n AI. Tuy nhi\u00ean, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i ph\u00e2n bi\u1ec7t k\u1ef3 v\u1ecdng th\u1ef1c t\u1ebf v\u1edbi s\u1ef1 c\u01b0\u1eddng \u0111i\u1ec7u c\u1ee7a truy\u1ec1n th\u00f4ng.<\/p>\n\n<p class=\"wp-block-paragraph\">C\u00e1c ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng d\u1ef1 \u0111o\u00e1n r\u1eb1ng n\u0103m 2025 s\u1ebd \u0111\u00e1nh d\u1ea5u s\u1ef1 kh\u1edfi \u0111\u1ea7u c\u1ee7a \u201ck\u1ef7 nguy\u00ean c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI\u201d. Th\u1eadt v\u1eady, nh\u1eefng t\u00e1c nh\u00e2n n\u00e0y \u0111\u01b0\u1ee3c cho l\u00e0 s\u1ebd c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1ch ch\u00fang ta th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y. Cho d\u00f9 \u0111\u00f3 l\u00e0 qu\u1ea3n l\u00fd l\u1ecbch tr\u00ecnh hay th\u1eadm ch\u00ed gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p, ti\u1ec1m n\u0103ng c\u1ee7a h\u1ecd d\u01b0\u1eddng nh\u01b0 l\u00e0 v\u00f4 h\u1ea1n. Nh\u01b0ng ph\u1ea3i tr\u1ea3 gi\u00e1 b\u1eb1ng g\u00ec?<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>K\u1ef3 v\u1ecdng<\/th>\n<th>th\u1ef1c t\u1ebf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ho\u00e0n to\u00e0n t\u1ef1 ch\u1ee7 c\u1ee7a c\u00e1c \u0111\u1ea1i l\u00fd<\/td>\n<td>Hi\u1ec7n t\u1ea1i, ch\u00fang v\u1eabn c\u1ea7n s\u1ef1 can thi\u1ec7p th\u01b0\u1eddng xuy\u00ean c\u1ee7a con ng\u01b0\u1eddi.<\/td>\n<\/tr>\n<tr>\n<td>Kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd c\u00e1c d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p m\u00e0 kh\u00f4ng c\u1ea7n gi\u00e1m s\u00e1t<\/td>\n<td>H\u1ecd c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n, nh\u01b0ng l\u1ea1i g\u1eb7p kh\u00f3 kh\u0103n khi \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh c\u1ea5p cao.<\/td>\n<\/tr>\n<tr>\n<td>D\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c<\/td>\n<td>C\u00e1c c\u00f4ng ty hi\u1ec7n ch\u01b0a c\u00f3 \u0111\u1ee7 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u00edch h\u1ee3p hi\u1ec7u qu\u1ea3.<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h3 class=\"wp-block-heading\">Th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c t\u00e1c nh\u00e2n AI<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 ti\u1ec1m n\u0103ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o r\u1ea5t h\u1ee9a h\u1eb9n, nh\u01b0ng qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a ch\u00fang v\u1eabn g\u1eb7p ph\u1ea3i nh\u1eefng tr\u1edf ng\u1ea1i \u0111\u00e1ng k\u1ec3. <strong>Vyoma Gajjar<\/strong> nh\u1ea5n m\u1ea1nh r\u1eb1ng ch\u00fang ta c\u1ea7n nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong l\u00fd lu\u1eadn theo ng\u1eef c\u1ea3nh \u0111\u1ec3 c\u00e1c t\u00e1c nh\u00e2n c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng \u0111\u1ea7y \u0111\u1ee7. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c c\u01a1 ch\u1ebf qu\u1ea3n l\u00fd m\u1ea1nh m\u1ebd v\u00e0 th\u1eed nghi\u1ec7m nghi\u00eam ng\u1eb7t \u0111\u1ec3 qu\u1ea3n l\u00fd vi\u1ec7c s\u1eed d\u1ee5ng ch\u00fang.<\/p>\n\n<p class=\"wp-block-paragraph\">C\u00e1c v\u1ea5n \u0111\u1ec1 giao ti\u1ebfp gi\u1eefa con ng\u01b0\u1eddi v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng n\u00e0y c\u0169ng l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn. B\u1ea3n ch\u1ea5t th\u01b0\u1eddng kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc c\u1ee7a c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi t\u00e1c nh\u00e2n khi\u1ebfn vi\u1ec7c t\u00edch h\u1ee3p ch\u00fang v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p tr\u1edf n\u00ean kh\u00f3 kh\u0103n. Do \u0111\u00f3, c\u1ea7n ph\u1ea3i thi\u1ebft l\u1eadp s\u1ef1 hi\u1ec3u bi\u1ebft gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y v\u00e0 ng\u01b0\u1eddi s\u1eed d\u1ee5ng, do \u0111\u00f3 vi\u1ec7c h\u1ee3p t\u00e1c l\u00e0m vi\u1ec7c l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/p>\n\n<h2 class=\"wp-block-heading\">2025: Kh\u00e1m ph\u00e1 t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ebfn n\u0103m 2025, vi\u1ec7c kh\u00e1m ph\u00e1 c\u00e1c t\u00e1c nh\u00e2n AI s\u1ebd b\u00f9ng n\u1ed5. Nhi\u1ec1u nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c chuy\u1ec3n \u0111\u1ed5i c\u00e1c t\u00e1c nh\u00e2n hi\u1ec7n t\u1ea1i th\u00e0nh c\u00e1c th\u1ef1c th\u1ec3 th\u1ef1c s\u1ef1 th\u00f4ng minh. S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0o nghi\u00ean c\u1ee9u v\u00e0 \u0111\u1ed5i m\u1edbi, \u0111\u1eb7c bi\u1ec7t l\u00e0 t\u1eeb c\u00e1c c\u00f4ng ty nh\u01b0 <strong>L\u1ef1c l\u01b0\u1ee3ng b\u00e1n h\u00e0ng Einstein<\/strong>, <strong>NVIDIA<\/strong>, V\u00e0 <strong>Baidu<\/strong>.<\/p>\n\n<h3 class=\"wp-block-heading\">Vai tr\u00f2 c\u1ee7a c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 t\u00edch h\u1ee3p t\u00e1c nh\u00e2n<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 \u0111ang \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c hi\u1ec7n th\u1ef1c h\u00f3a k\u1ef3 v\u1ecdng \u0111\u1eb7t v\u00e0o c\u00e1c t\u00e1c nh\u00e2n AI. V\u00ed d\u1ee5, Salesforce \u0111\u00e3 gi\u1edbi thi\u1ec7u Agentforce, m\u1ed9t n\u1ec1n t\u1ea3ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o c\u00e1c t\u00e1c nh\u00e2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o h\u1ec7 sinh th\u00e1i c\u1ee7a h\u1ecd. Lo\u1ea1i c\u1ea3i ti\u1ebfn n\u00e0y m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i h\u01a1n v\u00e0 nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng \u0111a d\u1ea1ng.<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u00edch h\u1ee3p:<\/strong> T\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng kh\u00e1c nhau.<\/li><li><strong>Ph\u1ed1i h\u1ee3p:<\/strong> Qu\u1ea3n l\u00fd nhi\u1ec1u t\u00e1c nh\u00e2n \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/li><li><strong>T\u00ednh linh ho\u1ea1t:<\/strong> Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi nhu c\u1ea7u kinh doanh thay \u0111\u1ed5i.<\/li><\/ul>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>C\u00f4ng ty<\/th>\n<th>N\u1ec1n t\u1ea3ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>IBM<\/td>\n<td>IBM Watson<\/td>\n<\/tr>\n<tr>\n<td>Amazon<\/td>\n<td>Amazon Alexa<\/td>\n<\/tr>\n<tr>\n<td>NVIDIA<\/td>\n<td>AI h\u1ecdc s\u00e2u<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h3 class=\"wp-block-heading\">Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c t\u00e1c nh\u00e2n AI trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c t\u00e1c nh\u00e2n AI \u0111ang b\u1eaft \u0111\u1ea7u \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, t\u1eeb d\u1ecbch v\u1ee5 \u0111\u1ebfn ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe. Cho d\u00f9 l\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u hay t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, s\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a ch\u00fang \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng. V\u1eabn c\u00f2n nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng v\u00e0 m\u1ecdi l\u0129nh v\u1ef1c \u0111\u1ec1u \u0111ang t\u00ecm c\u00e1ch t\u1ed1i \u0111a h\u00f3a hi\u1ec7u qu\u1ea3 th\u00f4ng qua c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i n\u00e0y.<\/p>\n\n<p class=\"wp-block-paragraph\">Ti\u1ec1m n\u0103ng l\u00e0 r\u1ea5t l\u1edbn, nh\u01b0ng c\u00e1c c\u00f4ng ty ph\u1ea3i c\u1ea9n th\u1eadn khi t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n n\u00e0y. M\u1ee5c ti\u00eau l\u00e0 t\u0103ng c\u01b0\u1eddng ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a con ng\u01b0\u1eddi trong su\u1ed1t qu\u00e1 tr\u00ecnh.<\/p>\n\n<h2 class=\"wp-block-heading\">C\u00e1c t\u00e1c nh\u00e2n v\u00e0 n\u0103ng su\u1ea5t c\u1ee7a ng\u01b0\u1eddi lao \u0111\u1ed9ng<\/h2>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t \u00fd t\u01b0\u1edfng ph\u1ed5 bi\u1ebfn l\u00e0 c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 t\u0103ng n\u0103ng su\u1ea5t lao \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi. B\u1eb1ng c\u00e1ch cho ph\u00e9p t\u1ed1i \u01b0u h\u00f3a t\u00e1c v\u1ee5, c\u00e1c t\u00e1c nh\u00e2n n\u00e0y h\u01b0\u1edbng t\u1edbi m\u1ee5c ti\u00eau gi\u1ea3m kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c trong khi v\u1eabn b\u1ea3o t\u1ed3n kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o c\u1ee7a con ng\u01b0\u1eddi. Tuy nhi\u00ean, n\u00f3 c\u0169ng l\u00e0m d\u1ea5y l\u00ean lo ng\u1ea1i v\u1ec1 kh\u1ea3 n\u0103ng thay th\u1ebf m\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c.<\/p>\n\n<h3 class=\"wp-block-heading\">S\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n AI v\u00e0 con ng\u01b0\u1eddi<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c chuy\u00ean gia \u0111\u1ec1u \u0111\u1ed3ng \u00fd r\u1eb1ng m\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i l\u00e0 thay th\u1ebf ng\u01b0\u1eddi lao \u0111\u1ed9ng m\u00e0 l\u00e0 t\u1eadn d\u1ee5ng t\u1ed1t h\u01a1n c\u00e1c k\u1ef9 n\u0103ng c\u1ee7a h\u1ecd. <strong>Maryam Ashoori<\/strong> nh\u1ea5n m\u1ea1nh r\u1eb1ng nh\u00e2n vi\u00ean ph\u1ea3i \u0111\u01b0\u1ee3c trao quy\u1ec1n \u0111\u1ec3 s\u1eed d\u1ee5ng t\u00e1c nh\u00e2n AI m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u, m\u00e0 kh\u00f4ng s\u1ee3 m\u1ea5t vi\u1ec7c. V\u00ed d\u1ee5, m\u1ed9t t\u00e1c nh\u00e2n c\u00f3 th\u1ec3 ghi ch\u00e9p v\u00e0 t\u00f3m t\u1eaft m\u1ed9t cu\u1ed9c h\u1ecdp, trong khi quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng v\u1eabn ph\u1ea3i do con ng\u01b0\u1eddi \u0111\u01b0a ra.<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>S\u00e1ng t\u1ea1o:<\/strong> Con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o kh\u00eda c\u1ea1nh s\u00e1ng t\u1ea1o v\u00e0 chi\u1ebfn l\u01b0\u1ee3c.<\/li><li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/strong> C\u00e1c t\u00e1c nh\u00e2n \u0111\u1ea3m nhi\u1ec7m nh\u1eefng nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i.<\/li><li><strong>\u1ee6ng h\u1ed9:<\/strong> C\u00e1c t\u00e1c nh\u00e2n \u0111\u00f3ng vai tr\u00f2 l\u00e0 tr\u1ee3 l\u00fd \u0111\u1ec3 c\u1ea3i thi\u1ec7n quy tr\u00ecnh.<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">R\u1ee7i ro c\u1ee7a vi\u1ec7c qu\u00e1 ph\u1ee5 thu\u1ed9c v\u00e0o AI<\/h3>\n\n<p class=\"wp-block-paragraph\">B\u1ea5t ch\u1ea5p nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI, vi\u1ec7c qu\u00e1 ph\u1ee5 thu\u1ed9c v\u00e0o ch\u00fang c\u00f3 th\u1ec3 g\u00e2y ra nh\u1eefng h\u1eadu qu\u1ea3 ti\u00eau c\u1ef1c. <strong>Chris Hay<\/strong> b\u00e0y t\u1ecf s\u1ef1 e ng\u1ea1i v\u1ec1 vi\u1ec7c \u01b0u ti\u00ean qu\u00e1 m\u1ee9c AI m\u00e0 g\u00e2y b\u1ea5t l\u1ee3i cho c\u00e1c quy tr\u00ecnh c\u1ee7a con ng\u01b0\u1eddi. Do \u0111\u00f3, c\u1ea7n ph\u1ea3i duy tr\u00ec s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa s\u1ef1 can thi\u1ec7p c\u1ee7a m\u00e1y m\u00f3c v\u00e0 con ng\u01b0\u1eddi.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>R\u1ee7i ro ti\u1ec1m \u1ea9n<\/th>\n<th>Gi\u1ea3i ph\u00e1p kh\u1ea3 thi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Qu\u00e1 ph\u1ee5 thu\u1ed9c v\u00e0o AI<\/td>\n<td>Thi\u1ebft l\u1eadp s\u1ef1 ki\u1ec3m so\u00e1t c\u1ee7a con ng\u01b0\u1eddi<\/td>\n<\/tr>\n<tr>\n<td>T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 kh\u00f4ng ph\u00f9 h\u1ee3p<\/td>\n<td>\u0110i\u1ec1u ch\u1ec9nh khung s\u1eed d\u1ee5ng<\/td>\n<\/tr>\n<tr>\n<td>\u0110i\u1ec3m y\u1ebfu trong giao ti\u1ebfp c\u1ee7a con ng\u01b0\u1eddi<\/td>\n<td>\u0110\u00e0o t\u1ea1o ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c \u0111\u1ea1i l\u00fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h2 class=\"wp-block-heading\">Qu\u1ea3n tr\u1ecb v\u00e0 chi\u1ebfn l\u01b0\u1ee3c: ch\u00eca kh\u00f3a th\u00e0nh c\u00f4ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c n\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 qu\u1ea3n l\u00fd \u0111\u1ea7y \u0111\u1ee7. C\u00e1c c\u00f4ng ty ph\u1ea3i thi\u1ebft l\u1eadp khu\u00f4n kh\u1ed5 v\u1eefng ch\u1eafc \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 \u0111\u1ea1o \u0111\u1ee9c. M\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 c\u1ea5u tr\u00fac t\u1ed1t s\u1ebd h\u01b0\u1edbng d\u1eabn c\u00e1c t\u1ed5 ch\u1ee9c th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a qu\u1ea3n tr\u1ecb AI<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c doanh nghi\u1ec7p ph\u1ea3i l\u01b0\u1eddng tr\u01b0\u1edbc \u0111\u01b0\u1ee3c h\u1eadu qu\u1ea3 t\u1eeb h\u00e0nh \u0111\u1ed9ng c\u1ee7a t\u00e1c nh\u00e2n AI. Nh\u01b0 \u0111\u00e3 n\u00eau <strong>Vyoma Gajjar<\/strong>vi\u1ec7c \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t v\u00e0 gi\u00e1m s\u00e1t ch\u1eb7t ch\u1ebd c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u1ee7a t\u00e1c nh\u00e2n l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. C\u00e1c s\u1ef1 c\u1ed1 nh\u01b0 m\u1ea5t d\u1eef li\u1ec7u ho\u1eb7c l\u1ed7i x\u1eed l\u00fd c\u00f3 th\u1ec3 g\u00e2y ra h\u1eadu qu\u1ea3 nghi\u00eam tr\u1ecdng. M\u1ed9t h\u1ec7 th\u1ed1ng minh b\u1ea1ch v\u00e0 c\u00f3 th\u1ec3 theo d\u00f5i l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u1ea1n ch\u1ebf r\u1ee7i ro.<\/p>\n\n<h3 class=\"wp-block-heading\">Chi\u1ebfn l\u01b0\u1ee3c cho s\u1ef1 h\u1ed9i nh\u1eadp th\u00e0nh c\u00f4ng<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c doanh nghi\u1ec7p c\u1ea7n t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI v\u1eefng ch\u1eafc. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang v\u1ec1 l\u1ee3i t\u1ee9c \u0111\u1ea7u t\u01b0 v\u00e0 c\u00e1ch c\u00e1c \u0111\u1ea1i l\u00fd s\u1ebd ph\u1ee5c v\u1ee5 t\u1ed1t nh\u1ea5t c\u00e1c m\u1ee5c ti\u00eau kinh doanh. \u0110\u1ea7u t\u01b0 v\u00e0o ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00e0o t\u1ea1o s\u1eed d\u1ee5ng AI ph\u1ea3i song h\u00e0nh v\u1edbi nhu c\u1ea7u ng\u00e0y c\u00e0ng thay \u0111\u1ed5i c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>R\u1ee7i ro :<\/strong> \u0110\u00e1nh gi\u00e1 c\u00e1c r\u1ee7i ro li\u00ean quan \u0111\u1ebfn AI<\/li><li><strong>Ph\u00e1n quy\u1ebft :<\/strong> Tham gia v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c AI chung<\/li><li><strong>Theo d\u00f5i:<\/strong> Thi\u1ebft l\u1eadp c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t r\u00f5 r\u00e0ng<\/li><\/ul>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c AI t\u1ed1t<\/th>\n<th>H\u00e0nh \u0111\u1ed9ng c\u1ea7n thi\u1ebft<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ki\u1ec3m to\u00e1n hi\u1ec7u su\u1ea5t th\u01b0\u1eddng xuy\u00ean<\/td>\n<td>Th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch \u0111\u1ecbnh k\u1ef3<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u00e0o t\u1ea1o nh\u00e2n vi\u00ean li\u00ean t\u1ee5c<\/td>\n<td>Thi\u1ebft l\u1eadp l\u1ecbch tr\u00ecnh c\u1eadp nh\u1eadt<\/td>\n<\/tr>\n<tr>\n<td>T\u00ednh minh b\u1ea1ch c\u1ee7a c\u00e1c quy\u1ebft \u0111\u1ecbnh<\/td>\n<td>T\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c cu\u1ed9c \u0111\u1ed1i tho\u1ea1i c\u1edfi m\u1edf v\u1edbi c\u00e1c nh\u00f3m<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Khi ch\u00fang ta ti\u1ebfn t\u1edbi n\u0103m 2025, \u0111\u1ed9ng l\u1ef1c xung quanh c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng. Th\u00e1ch th\u1ee9c th\u00ec nhi\u1ec1u, nh\u01b0ng c\u01a1 h\u1ed9i c\u0169ng c\u00f3 v\u1ebb \u0111\u1ea7y h\u1ee9a h\u1eb9n. Con \u0111\u01b0\u1eddng d\u1eabn \u0111\u1ebfn s\u1ef1 t\u00edch h\u1ee3p v\u00e0 \u00e1p d\u1ee5ng th\u00e0nh c\u00f4ng c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u01b0\u1ee3c m\u1edf \u0111\u01b0\u1eddng b\u1eb1ng s\u1ef1 qu\u1ea3n tr\u1ecb c\u00f3 tr\u00e1ch nhi\u1ec7m, chi\u1ebfn l\u01b0\u1ee3c h\u1ee3p l\u00fd v\u00e0 s\u1ef1 h\u1ee3p t\u00e1c li\u00ean t\u1ee5c gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c. T\u01b0\u01a1ng lai thu\u1ed9c v\u1ec1 nh\u1eefng ai \u0111\u1ecbnh h\u01b0\u1edbng k\u1ef7 nguy\u00ean m\u1edbi n\u00e0y b\u1eb1ng s\u1ef1 th\u1eadn tr\u1ecdng v\u00e0 s\u00e1ng t\u1ea1o.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Th\u1ebf gi\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang tr\u1ea3i qua s\u1ef1 ph\u1ea5n kh\u00edch ch\u01b0a t\u1eebng c\u00f3, khi n\u0103m 2025 l\u00e0 m\u1ed1c \u0111\u00e1nh d\u1ea5u nh\u1eefng l\u1eddi h\u1ee9a v\u00e0 k\u1ef3 v\u1ecdng phi th\u01b0\u1eddng. C\u00e1c t\u00e1c nh\u00e2n AI, th\u01b0\u1eddng \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 l\u00e0 c\u00e1c th\u1ef1c th\u1ec3 t\u1ef1 ch\u1ee7 c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp \u0111\u1ec3 th\u1ef1c hi\u1ec7n [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24691,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[10326,45510,45516,45513,15027],"class_list":["post-24725","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-dai-ly-tri-tue-nhan-tao-vi","tag-hy-vong-vao-ai-vi","tag-thuc-te-cua-ai-vi","tag-tri-tue-nhan-tao-2025-vi","tag-tuong-lai-cua-ai-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/24725","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=24725"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/24725\/revisions"}],"predecessor-version":[{"id":24726,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/24725\/revisions\/24726"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/24691"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=24725"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=24725"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=24725"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}