{"id":21797,"date":"2025-07-17T09:09:07","date_gmt":"2025-07-17T02:09:07","guid":{"rendered":"https:\/\/thegioimaychu.vn\/blog\/?p=21797"},"modified":"2025-07-17T09:48:00","modified_gmt":"2025-07-17T02:48:00","slug":"tu-sang-tao-den-hanh-dong-kham-pha-su-khac-biet-giua-generative-ai-va-agentic-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tu-sang-tao-den-hanh-dong-kham-pha-su-khac-biet-giua-generative-ai-va-agentic-ai-p21797\/","title":{"rendered":"T\u1eeb &#8220;S\u00e1ng t\u1ea1o&#8221; \u0110\u1ebfn &#8220;H\u00e0nh \u0111\u1ed9ng&#8221;: Kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Generative AI v\u00e0 Agentic AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 \u0111ang ph\u00e1t tri\u1ec3n nh\u01b0 v\u0169 b\u00e3o, <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a> (AI) \u0111\u00e3 v\u01b0\u1ee3t xa nh\u1eefng \u0111\u1ecbnh ngh\u0129a truy\u1ec1n th\u1ed1ng, m\u1edf ra nh\u1eefng kh\u1ea3 n\u0103ng ch\u01b0a t\u1eebng c\u00f3. Hai kh\u00e1i ni\u1ec7m n\u1ed5i b\u1eadt \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a AI l\u00e0\u00a0<b>AI T\u1ea1o sinh (Generative AI)<\/b>\u00a0v\u00e0\u00a0<b>AI T\u00e1c nh\u00e2n (Agentic AI)<\/b>. M\u1eb7c d\u00f9 c\u1ea3 hai \u0111\u1ec1u th\u1ec3 hi\u1ec7n nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc, ch\u00fang ph\u1ee5c v\u1ee5 c\u00e1c m\u1ee5c \u0111\u00edch kh\u00e1c nhau v\u00e0 mang \u0111\u1ebfn nh\u1eefng gi\u00e1 tr\u1ecb ri\u00eang bi\u1ec7t. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd \u0111i s\u00e2u ph\u00e2n t\u00edch s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i gi\u1eefa hai lo\u1ea1i h\u00ecnh AI n\u00e0y, \u0111\u1ed3ng th\u1eddi l\u00e0m r\u00f5 c\u00e1ch ch\u00fang b\u1ed5 tr\u1ee3 cho nhau \u0111\u1ec3 ki\u1ebfn t\u1ea1o n\u00ean c\u00e1c gi\u1ea3i ph\u00e1p th\u00f4ng minh to\u00e0n di\u1ec7n.<\/p>\n<h3>AI T\u1ea1o sinh: Ki\u1ebfn t\u1ea1o n\u1ed9i dung kh\u00f4ng gi\u1edbi h\u1ea1n<\/h3>\n<p><b>AI T\u1ea1o sinh<\/b>, hay c\u00f2n g\u1ecdi l\u00e0 Generative AI, l\u00e0 lo\u1ea1i h\u00ecnh AI t\u1eadp trung v\u00e0o vi\u1ec7c\u00a0<b>t\u1ea1o ra n\u1ed9i dung m\u1edbi, \u0111\u1ed9c \u0111\u00e1o<\/b>\u00a0d\u1ef1a tr\u00ean c\u00e1c m\u1eabu v\u00e0 d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c h\u1ecdc. \u0110\u00e2y ch\u00ednh l\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1eb1ng sau c\u00e1c chatbot c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ed1i tho\u1ea1i t\u1ef1 nhi\u00ean, c\u00e1c h\u1ec7 th\u1ed1ng chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh h\u00ecnh \u1ea3nh, ho\u1eb7c c\u00e1c c\u00f4ng c\u1ee5 t\u1ea1o m\u00e3 ngu\u1ed3n t\u1ef1 \u0111\u1ed9ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/07\/tgmc-blog-68785b43ee0d3.jpg\" alt=\"The future of the Creator Economy: How content creators are leveraging new revenue strategies and AI to thrive in the evolving content industry - Agility PR Solutions\" \/><\/p>\n<p><b>\u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a AI T\u1ea1o sinh:<\/b><\/p>\n<ul>\n<li><b>S\u00e1ng t\u1ea1o n\u1ed9i dung:<\/b>\u00a0Kh\u1ea3 n\u0103ng t\u1ea1o ra v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh, video, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 m\u00e3 ngu\u1ed3n t\u1eeb c\u00e1c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o.<\/li>\n<li><b>Ph\u1ea3n \u1ee9ng (Reactive):<\/b>\u00a0Th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c l\u1eddi nh\u1eafc (prompts) ho\u1eb7c \u0111\u1ea7u v\u00e0o c\u1ee5 th\u1ec3 t\u1eeb ng\u01b0\u1eddi d\u00f9ng. N\u00f3 s\u1ebd t\u1ea1o ra \u0111\u1ea7u ra t\u01b0\u01a1ng \u1ee9ng v\u1edbi y\u00eau c\u1ea7u \u0111\u00f3.<\/li>\n<li><b>H\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u:<\/b>\u00a0\u0110\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu, c\u1ea5u tr\u00fac v\u00e0 m\u1ed1i quan h\u1ec7, t\u1eeb \u0111\u00f3 t\u00e1i t\u1ea1o l\u1ea1i ho\u1eb7c t\u1ed5ng h\u1ee3p ra n\u1ed9i dung m\u1edbi.<\/li>\n<li><b>\u1ee8ng d\u1ee5ng r\u1ed9ng r\u00e3i:<\/b>\u00a0Vi\u1ebft blog, s\u00e1ng t\u00e1c nh\u1ea1c, thi\u1ebft k\u1ebf \u0111\u1ed3 h\u1ecda, h\u1ed7 tr\u1ee3 vi\u1ebft code, t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, d\u1ecbch thu\u1eadt.<\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b>\u00a0ChatGPT c\u1ee7a OpenAI hay Google Gemini l\u00e0 nh\u1eefng v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a AI T\u1ea1o sinh, c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra c\u00e1c ph\u1ea3n h\u1ed3i v\u0103n b\u1ea3n m\u1ea1ch l\u1ea1c v\u00e0 s\u00e1ng t\u1ea1o d\u1ef1a tr\u00ean c\u00e2u h\u1ecfi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<h3>AI T\u00e1c nh\u00e2n: T\u1eeb t\u01b0 duy \u0111\u1ebfn h\u00e0nh \u0111\u1ed9ng<\/h3>\n<p>N\u1ebfu AI T\u1ea1o sinh l\u00e0 b\u1ed9 n\u00e3o c\u00f3 kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o, th\u00ec\u00a0<b>AI T\u00e1c nh\u00e2n (Agentic AI)<\/b>\u00a0ch\u00ednh l\u00e0 b\u1ed9 n\u00e3o \u0111\u00f3, nh\u01b0ng \u0111\u01b0\u1ee3c trang b\u1ecb th\u00eam &#8220;\u0111\u00f4i tay&#8221; v\u00e0 &#8220;tr\u00ed nh\u1edb&#8221; \u0111\u1ec3\u00a0th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng <strong>m\u1ed9t c\u00e1ch t\u1ef1 ch\u1ee7<\/strong> v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3. Kh\u00e1i ni\u1ec7m &#8220;T\u00e1c nh\u00e2n&#8221; (Agentic) b\u1eaft ngu\u1ed3n t\u1eeb &#8220;agent&#8221; &#8211; \u00e1m ch\u1ec9 m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ed9c l\u1eadp t\u00e1c chi\u1ebfn, h\u00e0nh \u0111\u1ed9ng ho\u00e0n to\u00e0n \u0111\u1ed9c l\u1eadp trong m\u00f4i tr\u01b0\u1eddng c\u1ee7a m\u00ecnh.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/07\/tgmc-blog-68785b45841ef.png\" alt=\"Agentic AI In SEO: AI Agents &amp; Workflows For Ideation (Part 1)\" \/><\/p>\n<p><b>\u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a AI T\u00e1c nh\u00e2n:<\/b><\/p>\n<ul>\n<li><b>T\u1ef1 ch\u1ee7 v\u00e0 m\u1ee5c ti\u00eau (Autonomous &amp; Goal-Oriented):<\/b>\u00a0Kh\u00f4ng ch\u1ec9 t\u1ea1o ra n\u1ed9i dung m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng l\u1eadp k\u1ebf ho\u1ea1ch, ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ed9t m\u1ee5c ti\u00eau t\u1ed5ng th\u1ec3.<\/li>\n<li><b>S\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 (Tool use):<\/b>\u00a0C\u00f3 th\u1ec3 t\u00edch h\u1ee3p v\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 b\u00ean ngo\u00e0i (v\u00ed d\u1ee5: API, c\u01a1 s\u1edf d\u1eef li\u1ec7u, c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm web) \u0111\u1ec3 thu th\u1eadp th\u00f4ng tin, t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng kh\u00e1c v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p.<\/li>\n<li><b>Tr\u00ed nh\u1edb v\u00e0 H\u1ecdc h\u1ecfi (Memory &amp; Learning):<\/b>\u00a0Duy tr\u00ec &#8220;tr\u1ea1ng th\u00e1i&#8221; v\u00e0 &#8220;tr\u00ed nh\u1edb&#8221; v\u1ec1 c\u00e1c t\u00e1c v\u1ee5 \u0111\u00e3 th\u1ef1c hi\u1ec7n, k\u1ebft qu\u1ea3, v\u00e0 m\u1ee5c ti\u00eau d\u00e0i h\u1ea1n. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p n\u00f3 h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c t\u01b0\u01a1ng t\u00e1c trong qu\u00e1 kh\u1ee9 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi trong t\u01b0\u01a1ng lai.<\/li>\n<li><b>Kh\u1ea3 n\u0103ng l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 l\u00fd lu\u1eadn (Planning &amp; Reasoning):<\/b>\u00a0C\u00f3 th\u1ec3 ph\u00e2n t\u00edch m\u1ed9t v\u1ea5n v\u1ee5 ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c b\u01b0\u1edbc nh\u1ecf h\u01a1n, x\u00e2y d\u1ef1ng m\u1ed9t k\u1ebf ho\u1ea1ch th\u1ef1c hi\u1ec7n v\u00e0 l\u00fd lu\u1eadn \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00ecnh hu\u1ed1ng b\u1ea5t ng\u1edd.<\/li>\n<li><b>Ph\u1ea3n h\u1ed3i v\u00e0 Th\u00edch nghi (Feedback &amp; Adaptability):<\/b>\u00a0Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb m\u00f4i tr\u01b0\u1eddng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi c\u1ee7a m\u00ecnh \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b>\u00a0M\u1ed9t h\u1ec7 th\u1ed1ng AI T\u00e1c nh\u00e2n c\u00f3 th\u1ec3 kh\u00f4ng ch\u1ec9 t\u1ea1o ra m\u1ed9t k\u1ebf ho\u1ea1ch du l\u1ecbch (d\u00f9ng AI T\u1ea1o sinh) m\u00e0 c\u00f2n t\u1ef1 \u0111\u1ed9ng \u0111\u1eb7t v\u00e9 m\u00e1y bay, \u0111\u1eb7t ph\u00f2ng kh\u00e1ch s\u1ea1n, v\u00e0 l\u00ean l\u1ecbch tr\u00ecnh chi ti\u1ebft b\u1eb1ng c\u00e1ch t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c API c\u1ee7a h\u00e3ng h\u00e0ng kh\u00f4ng v\u00e0 d\u1ecbch v\u1ee5 \u0111\u1eb7t ph\u00f2ng.<\/p>\n<h3>C\u00e1c \u1ee9ng d\u1ee5ng (use case) n\u1ed5i b\u1eadt\u00a0 c\u1ee7a AI T\u1ea1o sinh v\u00e0 AI T\u00e1c nh\u00e2n<\/h3>\n<p>Vi\u1ec7c hi\u1ec3u r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa AI T\u1ea1o sinh v\u00e0 AI T\u00e1c nh\u00e2n gi\u00fap ch\u00fang ta h\u00ecnh dung \u0111\u01b0\u1ee3c c\u00e1c \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng v\u00e0 ti\u1ec1m n\u0103ng c\u1ee7a ch\u00fang trong nhi\u1ec1u l\u0129nh v\u1ef1c:<\/p>\n<h4>\u1ee8ng d\u1ee5ng c\u1ee7a AI T\u1ea1o sinh:<\/h4>\n<ul>\n<li><b>S\u00e1ng t\u1ea1o n\u1ed9i dung s\u1ed1:<\/b>\n<ul>\n<li><b>Marketing v\u00e0 qu\u1ea3ng c\u00e1o:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng t\u1ea1o ra c\u00e1c b\u00e0i vi\u1ebft blog, n\u1ed9i dung cho m\u1ea1ng x\u00e3 h\u1ed9i, ti\u00eau \u0111\u1ec1 qu\u1ea3ng c\u00e1o h\u1ea5p d\u1eabn, v\u00e0 k\u1ecbch b\u1ea3n video.<\/li>\n<li><b>Ngh\u1ec7 thu\u1eadt v\u00e0 thi\u1ebft k\u1ebf:<\/b>\u00a0T\u1ea1o ra c\u00e1c t\u00e1c ph\u1ea9m ngh\u1ec7 thu\u1eadt, thi\u1ebft k\u1ebf \u0111\u1ed3 h\u1ecda, h\u00ecnh \u1ea3nh minh h\u1ecda \u0111\u1ed9c \u0111\u00e1o ch\u1ec9 t\u1eeb m\u00f4 t\u1ea3 v\u0103n b\u1ea3n.<\/li>\n<li><b>\u00c2m nh\u1ea1c v\u00e0 gi\u1ea3i tr\u00ed:<\/b>\u00a0S\u00e1ng t\u00e1c nh\u1ea1c, t\u1ea1o hi\u1ec7u \u1ee9ng \u00e2m thanh, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 k\u1ecbch b\u1ea3n phim.<\/li>\n<\/ul>\n<\/li>\n<li><b>Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m:<\/b>\n<ul>\n<li><b>H\u1ed7 tr\u1ee3 l\u1eadp tr\u00ecnh:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng sinh m\u00e3 ngu\u1ed3n, \u0111\u1ec1 xu\u1ea5t c\u00e1c \u0111o\u1ea1n code, debug l\u1ed7i, v\u00e0 chuy\u1ec3n \u0111\u1ed5i ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh.<\/li>\n<li><b>T\u1ea1o d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p:<\/b>\u00a0Sinh ra d\u1eef li\u1ec7u gi\u1ea3 l\u1eadp (synthetic data) \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI kh\u00e1c khi d\u1eef li\u1ec7u th\u1ef1c t\u1ebf khan hi\u1ebfm ho\u1eb7c nh\u1ea1y c\u1ea3m.<\/li>\n<\/ul>\n<\/li>\n<li><b>D\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 gi\u00e1o d\u1ee5c:<\/b>\n<ul>\n<li><b>Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o:<\/b>\u00a0Cung c\u1ea5p ph\u1ea3n h\u1ed3i t\u1ef1 nhi\u00ean, gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc, v\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng 24\/7.<\/li>\n<li><b>T\u00f3m t\u1eaft t\u00e0i li\u1ec7u:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng t\u00f3m t\u1eaft c\u00e1c v\u0103n b\u1ea3n d\u00e0i, b\u00e1o c\u00e1o, ho\u1eb7c b\u00e0i gi\u1ea3ng \u0111\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian.<\/li>\n<li><b>C\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung h\u1ecdc t\u1eadp:<\/b>\u00a0T\u1ea1o ra c\u00e1c b\u00e0i t\u1eadp, c\u00e2u h\u1ecfi, v\u00e0 t\u00e0i li\u1ec7u h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi tr\u00ecnh \u0111\u1ed9 t\u1eebng h\u1ecdc sinh.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u1ee8ng d\u1ee5ng c\u1ee7a AI T\u00e1c nh\u00e2n:<\/h4>\n<ul>\n<li><b>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh nghi\u1ec7p v\u1ee5 (Business Process Automation &#8211; BPA):<\/b>\n<ul>\n<li><b>Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c \u0111\u1eb7t h\u00e0ng, theo d\u00f5i l\u00f4 h\u00e0ng, v\u00e0 t\u1ed1i \u01b0u h\u00f3a t\u1ed3n kho d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/li>\n<li><b>Qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh:<\/b>\u00a0Th\u1ef1c hi\u1ec7n c\u00e1c giao d\u1ecbch ch\u1ee9ng kho\u00e1n t\u1ef1 \u0111\u1ed9ng, qu\u1ea3n l\u00fd danh m\u1ee5c \u0111\u1ea7u t\u01b0, v\u00e0 ph\u00e1t hi\u1ec7n gian l\u1eadn d\u1ef1a tr\u00ean c\u00e1c quy t\u1eafc v\u00e0 m\u1ee5c ti\u00eau \u0111\u1ecbnh s\u1eb5n.<\/li>\n<li><b>D\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng n\u00e2ng cao:<\/b>\u00a0X\u1eed l\u00fd c\u00e1c y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p c\u1ee7a kh\u00e1ch h\u00e0ng t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, bao g\u1ed3m t\u00ecm ki\u1ebfm th\u00f4ng tin, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, v\u00e0 c\u1eadp nh\u1eadt h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n<\/ul>\n<\/li>\n<li><b>V\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng v\u00e0 an ninh m\u1ea1ng:<\/b>\n<ul>\n<li><b>Gi\u00e1m s\u00e1t v\u00e0 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 h\u1ec7 th\u1ed1ng:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, ch\u1ea9n \u0111o\u00e1n l\u1ed7i, v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc kh\u1eafc ph\u1ee5c \u0111\u1ec3 duy tr\u00ec ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh.<\/li>\n<li><b>Ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n c\u00e1c m\u1ed1i \u0111e d\u1ecda, ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng, v\u00e0 c\u00e1ch ly c\u00e1c h\u1ec7 th\u1ed1ng b\u1ecb \u1ea3nh h\u01b0\u1edfng.<\/li>\n<\/ul>\n<\/li>\n<li><b>Tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n th\u00f4ng minh:<\/b>\n<ul>\n<li><b>Qu\u1ea3n l\u00fd l\u1ecbch tr\u00ecnh:<\/b>\u00a0Kh\u00f4ng ch\u1ec9 nh\u1eafc nh\u1edf m\u00e0 c\u00f2n t\u1ef1 \u0111\u1ed9ng \u0111\u1eb7t l\u1ecbch h\u1eb9n, s\u1eafp x\u1ebfp chuy\u1ebfn \u0111i, v\u00e0 qu\u1ea3n l\u00fd email d\u1ef1a tr\u00ean \u01b0u ti\u00ean c\u1ee7a b\u1ea1n.<\/li>\n<li><b>Qu\u1ea3n l\u00fd ng\u00f4i nh\u00e0 th\u00f4ng minh:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh nhi\u1ec7t \u0111\u1ed9, \u00e1nh s\u00e1ng, v\u00e0 c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c d\u1ef1a tr\u00ean th\u00f3i quen v\u00e0 s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<\/li>\n<li><b>Nghi\u00ean c\u1ee9u khoa h\u1ecdc v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m:<\/b>\n<ul>\n<li><b>Kh\u00e1m ph\u00e1 thu\u1ed1c:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n c\u00e1c th\u1eed nghi\u1ec7m \u1ea3o, ph\u00e2n t\u00edch k\u1ebft qu\u1ea3, v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c h\u1ee3p ch\u1ea5t ti\u1ec1m n\u0103ng m\u1edbi.<\/li>\n<li><b>Thi\u1ebft k\u1ebf k\u1ef9 thu\u1eadt:<\/b>\u00a0T\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean c\u00e1c ti\u00eau ch\u00ed hi\u1ec7u su\u1ea5t v\u00e0 chi ph\u00ed.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>S\u1ef1 k\u1ebft h\u1ee3p s\u1ee9c m\u1ea1nh: AI T\u1ea1o sinh v\u00e0 AI T\u00e1c nh\u00e2n<\/h3>\n<p>\u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n nh\u1ea5n m\u1ea1nh l\u00e0\u00a0<b>AI T\u1ea1o sinh v\u00e0 AI T\u00e1c nh\u00e2n kh\u00f4ng ph\u1ea3i l\u00e0 \u0111\u1ed1i th\u1ee7 m\u00e0 l\u00e0 nh\u1eefng kh\u00e1i ni\u1ec7m b\u1ed5 tr\u1ee3 cho nhau<\/b>. Tr\u00ean th\u1ef1c t\u1ebf, nhi\u1ec1u h\u1ec7 th\u1ed1ng AI T\u00e1c nh\u00e2n hi\u1ec7n \u0111\u1ea1i s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI T\u1ea1o sinh (\u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef L\u1edbn &#8211; LLM) l\u00e0m &#8220;b\u1ed9 n\u00e3o&#8221; \u0111\u1ec3 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<ul>\n<li><b>AI T\u1ea1o sinh cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 s\u00e1ng t\u1ea1o:<\/b>\u00a0LLM trong m\u1ed9t AI T\u00e1c nh\u00e2n c\u00f3 th\u1ec3 di\u1ec5n gi\u1ea3i y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, t\u1ea1o ra c\u00e1c b\u01b0\u1edbc k\u1ebf ho\u1ea1ch chi ti\u1ebft, ho\u1eb7c t\u1ed5ng h\u1ee3p th\u00f4ng tin c\u1ea7n thi\u1ebft.<\/li>\n<li><b>AI T\u00e1c nh\u00e2n cung c\u1ea5p kh\u1ea3 n\u0103ng h\u00e0nh \u0111\u1ed9ng v\u00e0 t\u1ef1 ch\u1ee7:<\/b>\u00a0N\u00f3 l\u1ea5y c\u00e1c &#8220;s\u1ea3n ph\u1ea9m t\u01b0 duy&#8221; t\u1eeb AI T\u1ea1o sinh v\u00e0 bi\u1ebfn ch\u00fang th\u00e0nh h\u00e0nh \u0111\u1ed9ng th\u1ef1c t\u1ebf, t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi b\u00ean ngo\u00e0i \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/07\/tgmc-blog-68785b47af1fd.png\" alt=\"How AI Virtual assistants are changing the game!\" \/><\/p>\n<p><b>Minh h\u1ecda:<\/b>\u00a0H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t tr\u1ee3 l\u00fd \u1ea3o th\u00f4ng minh:<\/p>\n<ul>\n<li>Khi b\u1ea1n y\u00eau c\u1ea7u &#8220;H\u00e3y l\u00ean l\u1ecbch m\u1ed9t cu\u1ed9c h\u1ecdp v\u1edbi \u0111\u1ed9i marketing v\u00e0o chi\u1ec1u th\u1ee9 Ba tu\u1ea7n sau&#8221;,\u00a0<b>AI T\u1ea1o sinh<\/b>\u00a0s\u1ebd hi\u1ec3u \u00fd \u0111\u1ecbnh c\u1ee7a b\u1ea1n, x\u00e1c \u0111\u1ecbnh c\u00e1c th\u00f4ng tin c\u1ea7n thi\u1ebft (th\u1eddi gian, \u0111\u1ecba \u0111i\u1ec3m, ng\u01b0\u1eddi tham gia).<\/li>\n<li><b>AI T\u00e1c nh\u00e2n<\/b>\u00a0s\u1ebd ti\u1ebfp qu\u1ea3n, ki\u1ec3m tra l\u1ecbch tr\u1ed1ng c\u1ee7a m\u1ecdi ng\u01b0\u1eddi, g\u1eedi l\u1eddi m\u1eddi qua email, v\u00e0 th\u1eadm ch\u00ed \u0111\u1eb7t ph\u00f2ng h\u1ecdp, t\u1ea5t c\u1ea3 \u0111\u1ec1u t\u1ef1 \u0111\u1ed9ng.<\/li>\n<\/ul>\n<h3>T\u01b0\u01a1ng lai c\u1ee7a AI: H\u01b0\u1edbng \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh to\u00e0n di\u1ec7n<\/h3>\n<p>S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI T\u00e1c nh\u00e2n \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng t\u1eeb vi\u1ec7c ch\u1ec9 &#8220;t\u1ea1o ra&#8221; sang kh\u1ea3 n\u0103ng &#8220;th\u1ef1c hi\u1ec7n&#8221; v\u00e0 &#8220;t\u01b0\u01a1ng t\u00e1c&#8221; m\u1ed9t c\u00e1ch t\u1ef1 ch\u1ee7. \u0110i\u1ec1u n\u00e0y m\u1edf ra nh\u1eefng c\u00e1nh c\u1eeda m\u1edbi cho t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh ph\u1ee9c t\u1ea1p, t\u1ea1o ra c\u00e1c tr\u1ee3 l\u00fd \u1ea3o th\u1ef1c s\u1ef1 th\u00f4ng minh, v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111a b\u01b0\u1edbc trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<p>Trong k\u1ef7 nguy\u00ean s\u1ed1, vi\u1ec7c hi\u1ec3u r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t v\u00e0 m\u1ed1i quan h\u1ec7 c\u1ed9ng sinh gi\u1eefa AI T\u1ea1o sinh v\u00e0 AI T\u00e1c nh\u00e2n l\u00e0 v\u00f4 c\u00f9ng c\u1ea7n thi\u1ebft. N\u00f3 kh\u00f4ng ch\u1ec9 gi\u00fap ch\u00fang ta khai th\u00e1c t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a t\u1eebng lo\u1ea1i h\u00ecnh AI m\u00e0 c\u00f2n \u0111\u1ecbnh h\u00ecnh c\u00e1ch ch\u00fang ta x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p AI th\u1ebf h\u1ec7 ti\u1ebfp theo \u2013 nh\u1eefng gi\u1ea3i ph\u00e1p kh\u00f4ng ch\u1ec9 th\u00f4ng minh trong vi\u1ec7c t\u1ea1o ra \u00fd t\u01b0\u1edfng m\u00e0 c\u00f2n hi\u1ec7u qu\u1ea3 trong vi\u1ec7c bi\u1ebfn \u00fd t\u01b0\u1edfng th\u00e0nh h\u00e0nh \u0111\u1ed9ng.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21571\">Agentic AI: T\u1eeb &#8216;c\u01a1n s\u1ed1t&#8217; \u0111\u1ebfn gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf &#8211; H\u01b0\u1edbng d\u1eabn tri\u1ec3n khai cho doanh nghi\u1ec7p<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21481\">M\u1edf r\u1ed9ng quy m\u00f4 cho h\u1ea1 t\u1ea7ng GenAI on-premise<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20869\">AI Agent l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=19155\">Sovereign AI l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20193\">LLM: L\u1ecbch s\u1eed v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Trong b&#7889;i c&#7843;nh c&ocirc;ng ngh&#7879; &#273;ang ph&aacute;t tri&#7875;n nh&#432; v&#361; b&atilde;o, Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o (AI) &#273;&atilde; v&#432;&#7907;t xa nh&#7919;ng &#273;&#7883;nh ngh&#297;a truy&#7873;n th&#7889;ng, m&#7903; ra nh&#7919;ng kh&#7843; n&#259;ng ch&#432;a t&#7915;ng c&oacute;. Hai kh&aacute;i ni&#7879;m n&#7893;i b&#7853;t &#273;ang &#273;&#7883;nh h&igrave;nh t&#432;&#417;ng lai c&#7911;a AI l&agrave;&nbsp;AI T&#7841;o sinh (Generative AI)&nbsp;v&agrave;&nbsp;AI T&aacute;c nh&acirc;n (Agentic AI). M&#7863;c d&ugrave;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":21798,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[1346,1045],"class_list":["post-21797","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-agentic-ai","tag-generative-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>T\u1eeb &quot;S\u00e1ng t\u1ea1o&quot; \u0110\u1ebfn &quot;H\u00e0nh \u0111\u1ed9ng&quot;: Kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Generative AI v\u00e0 Agentic AI - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tu-sang-tao-den-hanh-dong-kham-pha-su-khac-biet-giua-generative-ai-va-agentic-ai-p21797\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"T\u1eeb &quot;S\u00e1ng t\u1ea1o&quot; \u0110\u1ebfn &quot;H\u00e0nh \u0111\u1ed9ng&quot;: Kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Generative AI v\u00e0 Agentic AI - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Trong b&#7889;i c&#7843;nh c&ocirc;ng ngh&#7879; &#273;ang ph&aacute;t tri&#7875;n nh&#432; v&#361; b&atilde;o, Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o (AI) &#273;&atilde; v&#432;&#7907;t xa nh&#7919;ng &#273;&#7883;nh ngh&#297;a truy&#7873;n th&#7889;ng, m&#7903; ra nh&#7919;ng kh&#7843; n&#259;ng ch&#432;a t&#7915;ng c&oacute;. 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