{"id":4992,"date":"2026-07-16T12:07:35","date_gmt":"2026-07-16T03:07:35","guid":{"rendered":"https:\/\/smilesoftware.org\/?p=4992"},"modified":"2026-07-16T12:07:37","modified_gmt":"2026-07-16T03:07:37","slug":"%e3%80%902026%e5%b9%b4%e4%b8%8a%e5%8d%8a%e6%9c%9f%e3%80%91%e7%94%9f%e6%88%90ai%e3%81%ae%e6%9c%80%e6%96%b0%e3%83%88%e3%83%ac%e3%83%b3%e3%83%894%e9%81%b8%e3%81%a8%e4%bb%8a%e5%be%8c%e3%81%ae%e5%b1%95","status":"publish","type":"post","link":"https:\/\/smilesoftware.org\/vn\/2026%E5%B9%B4%E4%B8%8A%E5%8D%8A%E6%9C%9F%E7%94%9F%E6%88%90ai%E3%81%AE%E6%9C%80%E6%96%B0%E3%83%88%E3%83%AC%E3%83%B3%E3%83%894%E9%81%B8%E3%81%A8%E4%BB%8A%E5%BE%8C%E3%81%AE%E5%B1%95\/","title":{"rendered":"[N\u1eeda \u0111\u1ea7u n\u0103m 2026] Ph\u00e2n t\u00edch chi ti\u1ebft 4 xu h\u01b0\u1edbng m\u1edbi nh\u1ea5t c\u1ee7a AI t\u1ea1o sinh v\u00e0 tri\u1ec3n v\u1ecdng trong th\u1eddi gian t\u1edbi"},"content":{"rendered":"<div class=\"wp-block-group smile-post-content\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><header class=\"smile-article-header\"><div><span class=\"smile-category-pill\">Blog<\/span><span class=\"smile-date\">2026-07-12<\/span><\/div><h1 class=\"smile-article-title\">[N\u1eeda \u0111\u1ea7u n\u0103m 2026] Ph\u00e2n t\u00edch chi ti\u1ebft 4 xu h\u01b0\u1edbng m\u1edbi nh\u1ea5t c\u1ee7a AI t\u1ea1o sinh v\u00e0 tri\u1ec3n v\u1ecdng trong th\u1eddi gian t\u1edbi<\/h1><p class=\"smile-excerpt\"><\/p><\/header>\n\n<nav class=\"smile-toc\" aria-label=\"M\u1ee5c l\u1ee5c\"><h2 class=\"smile-toc__title\">M\u1ee5c l\u1ee5c<\/h2><div class=\"smile-toc__grid\"><a class=\"smile-toc__item\" href=\"#section-1\"><b class=\"smile-toc__number\">01<\/b><span class=\"smile-toc__label\">B\u1ed1i c\u1ea3nh thay \u0111\u1ed5i xung quanh AI t\u1ea1o sinh<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-2\"><b class=\"smile-toc__number\">02<\/b><span class=\"smile-toc__label\">4 xu h\u01b0\u1edbng AI t\u1ea1o sinh \u0111\u00e1ng ch\u00fa \u00fd trong n\u1eeda \u0111\u1ea7u n\u0103m 2026<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-3\"><b class=\"smile-toc__number\">03<\/b><span class=\"smile-toc__label\">Xu h\u01b0\u1edbng 1. Vi\u1ec7c \u1ee9ng d\u1ee5ng AI agent b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n tri\u1ec3n khai th\u1ef1c ch\u1ea5t<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-4\"><b class=\"smile-toc__number\">04<\/b><span class=\"smile-toc__label\">Xu h\u01b0\u1edbng 2. \u1ee8ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-5\"><b class=\"smile-toc__number\">05<\/b><span class=\"smile-toc__label\">Xu h\u01b0\u1edbng 3. M\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-6\"><b class=\"smile-toc__number\">06<\/b><span class=\"smile-toc__label\">Xu h\u01b0\u1edbng 4. T\u1ea7m quan tr\u1ecdng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a qu\u1ea3n tr\u1ecb v\u00e0 k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-7\"><b class=\"smile-toc__number\">07<\/b><span class=\"smile-toc__label\">Doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-8\"><b class=\"smile-toc__number\">08<\/b><span class=\"smile-toc__label\">Tri\u1ec3n v\u1ecdng trong th\u1eddi gian t\u1edbi<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-9\"><b class=\"smile-toc__number\">09<\/b><span class=\"smile-toc__label\">T\u00f3m t\u1eaft<\/span><\/a><\/div><\/nav>\n\n\n<div id=\"section-1\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">01<\/div><h2 class=\"smile-section__title\">B\u1ed1i c\u1ea3nh thay \u0111\u1ed5i xung quanh AI t\u1ea1o sinh<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01.png\" alt=\"\u751f\u6210AI\u3092\u53d6\u308a\u5dfb\u304f\u72b6\u6cc1\u304c\u5909\u308f\u3063\u3066\u304d\u305f\u80cc\u666f\" class=\"wp-image-4983\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-01-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>AI t\u1ea1o sinh \u0111\u00e3 b\u01b0\u1edbc qua giai \u0111o\u1ea1n d\u00f9ng th\u1eed \u0111\u1ec3 chuy\u1ec3n sang giai \u0111o\u1ea1n xem x\u00e9t c\u00e1ch t\u00edch h\u1ee3p v\u00e0o c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf. \u0110\u1ebfn kho\u1ea3ng n\u0103m 2024, s\u1ef1 ch\u00fa \u00fd th\u01b0\u1eddng t\u1eadp trung v\u00e0o c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng \u0111\u01a1n l\u1ebb nh\u01b0 so\u1ea1n th\u1ea3o v\u0103n b\u1ea3n ho\u1eb7c t\u00f3m t\u1eaft n\u1ed9i dung. Tuy nhi\u00ean, trong giai \u0111o\u1ea1n 2025\u20132026, v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng l\u00e0 c\u00e1ch \u1ee9ng d\u1ee5ng AI trong to\u00e0n b\u1ed9 quy tr\u00ecnh nghi\u1ec7p v\u1ee5.<\/p>\n\n\n\n<p>\u0110\u1eb7c bi\u1ec7t trong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, ch\u1ec9 \u201cs\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh hi\u1ec7u n\u0103ng cao\u201d l\u00e0 ch\u01b0a \u0111\u1ee7. Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3, x\u1eed l\u00fd an to\u00e0n d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 v\u00e0 v\u1eadn h\u00e0nh b\u1ec1n v\u1eefng l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh tri\u1ec3n khai.<\/p>\n\n\n\n<p>V\u00ec v\u1eady, khi nh\u00ecn nh\u1eadn c\u00e1c xu h\u01b0\u1edbng AI t\u1ea1o sinh trong n\u1eeda \u0111\u1ea7u n\u0103m 2026, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 c\u1ea7n \u0111\u00e1nh gi\u00e1 d\u1ef1a tr\u00ean m\u1ee9c \u0111\u1ed9 d\u1ec5 \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n, thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o \u0111\u1ed9 n\u1ed5i b\u1eadt c\u1ee7a ch\u1ee7 \u0111\u1ec1.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-2\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">02<\/div><h2 class=\"smile-section__title\">4 xu h\u01b0\u1edbng AI t\u1ea1o sinh \u0111\u00e1ng ch\u00fa \u00fd trong n\u1eeda \u0111\u1ea7u n\u0103m 2026<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02.png\" alt=\"2026\u5e74\u4e0a\u534a\u671f\u306b\u6ce8\u76ee\u3057\u305f\u3044\u751f\u6210AI\u30c8\u30ec\u30f3\u30c94\u9078\" class=\"wp-image-4984\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-02-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<p>C\u00f3 4 xu h\u01b0\u1edbng \u0111\u00e1ng ch\u00fa \u00fd trong n\u1eeda \u0111\u1ea7u n\u0103m 2026.<\/p><div class=\"smile-insight-cards smile-insight-cards--four\"><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--automation\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M32 12v8\"\/><path d=\"M32 44v8\"\/><path d=\"M12 32h8\"\/><path d=\"M44 32h8\"\/><circle cx=\"32\" cy=\"32\" r=\"12\"\/><path d=\"m24 24 16 16\"\/><path d=\"m40 24-16 16\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">1. Vi\u1ec7c \u1ee9ng d\u1ee5ng AI agent b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n tri\u1ec3n khai th\u1ef1c ch\u1ea5t<\/h3><\/div><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--operations\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"9\"\/><path d=\"M32 8v8\"\/><path d=\"M32 48v8\"\/><path d=\"m15 15 6 6\"\/><path d=\"m43 43 6 6\"\/><path d=\"M8 32h8\"\/><path d=\"M48 32h8\"\/><path d=\"m15 49 6-6\"\/><path d=\"m43 21 6-6\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">2. Hi\u1ec7n th\u1ef1c h\u00f3a vi\u1ec7c \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/h3><\/div><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">3. M\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf<\/h3><\/div><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--cost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"20\"\/><path d=\"M32 18v28\"\/><path d=\"M40 24c-2-4-14-5-16 1-3 8 17 5 14 14-2 6-14 5-17 0\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">4. T\u1ea7m quan tr\u1ecdng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a qu\u1ea3n tr\u1ecb v\u00e0 k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9<\/h3><\/div><\/div><\/div>\n\n\n<p>\u0110i\u1ec3m chung c\u1ee7a c\u00e1c xu h\u01b0\u1edbng n\u00e0y l\u00e0 doanh nghi\u1ec7p kh\u00f4ng c\u00f2n s\u1eed d\u1ee5ng AI t\u1ea1o sinh nh\u01b0 m\u1ed9t ch\u1ee9c n\u0103ng tr\u00f2 chuy\u1ec7n \u0111\u1ed9c l\u1eadp, m\u00e0 \u0111ang \u0111\u1ecbnh v\u1ecb n\u00f3 nh\u01b0 m\u1ed9t th\u00e0nh ph\u1ea7n c\u00f3 vai tr\u00f2 c\u1ee5 th\u1ec3 trong quy tr\u00ecnh nghi\u1ec7p v\u1ee5.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-3\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">03<\/div><h2 class=\"smile-section__title\">Xu h\u01b0\u1edbng 1. Vi\u1ec7c \u1ee9ng d\u1ee5ng AI agent b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n tri\u1ec3n khai th\u1ef1c ch\u1ea5t<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03.png\" alt=\"\u30c8\u30ec\u30f3\u30c91. AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u306e\u672c\u683c\u5316\" class=\"wp-image-4985\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-03-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng thay \u0111\u1ed5i l\u1edbn trong n\u1eeda \u0111\u1ea7u n\u0103m 2026 l\u00e0 AI t\u1ea1o sinh \u0111ang m\u1edf r\u1ed9ng vai tr\u00f2: t\u1eeb c\u00f4ng c\u1ee5 ch\u1ec9 \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi sang c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 tri\u1ec3n khai c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p>V\u00e0o th\u00e1ng 7 n\u0103m 2025, OpenAI \u0111\u00e3 c\u00f4ng b\u1ed1 ChatGPT agent, th\u1ec3 hi\u1ec7n \u0111\u1ecbnh h\u01b0\u1edbng k\u1ebft h\u1ee3p thao t\u00e1c tr\u00ean tr\u00ecnh duy\u1ec7t, nghi\u00ean c\u1ee9u, th\u1ef1c thi m\u00e3 v\u00e0 t\u1ea1o t\u00e0i li\u1ec7u \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c c\u00f4ng vi\u1ec7c g\u1ed3m nhi\u1ec1u b\u01b0\u1edbc. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y AI t\u1ea1o sinh \u0111ang ng\u00e0y c\u00e0ng chuy\u1ec3n t\u1eeb vi\u1ec7c ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi \u0111\u01a1n l\u1ebb sang \u0111\u1ea3m nhi\u1ec7m c\u1ea3 nghi\u00ean c\u1ee9u, s\u1eafp x\u1ebfp th\u00f4ng tin v\u00e0 h\u1ed7 tr\u1ee3 th\u1ef1c thi.<\/p>\n\n\n\n<p>Trong th\u1ef1c ti\u1ec5n doanh nghi\u1ec7p, c\u00f3 th\u1ec3 c\u00e2n nh\u1eafc c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 sau.<\/p>\n\n\n\n<ul class=\"wp-block-list smile-bullet-list\">\n<li>H\u1ed7 tr\u1ee3 nh\u00e2n vi\u00ean kinh doanh t\u1ed5ng h\u1ee3p th\u00f4ng tin c\u00f4ng khai v\u1ec1 doanh nghi\u1ec7p kh\u00e1ch h\u00e0ng v\u00e0 l\u1eadp ghi ch\u00fa chu\u1ea9n b\u1ecb cho cu\u1ed9c g\u1eb7p<\/li>\n\n\n\n<li>Trong x\u1eed l\u00fd y\u00eau c\u1ea7u h\u1ecfi \u0111\u00e1p n\u1ed9i b\u1ed9, t\u00ecm ki\u1ebfm c\u00e1c t\u00e0i li\u1ec7u li\u00ean quan v\u00e0 t\u1ed5ng h\u1ee3p ph\u01b0\u01a1ng \u00e1n tr\u1ea3 l\u1eddi.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 b\u1ed9 ph\u1eadn ph\u00e1t tri\u1ec3n x\u00e1c nh\u1eadn th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt, h\u1ed7 tr\u1ee3 vi\u1ebft m\u00e3 v\u00e0 h\u1ec7 th\u1ed1ng h\u00f3a c\u00e1c g\u00f3c nh\u00ecn ki\u1ec3m th\u1eed<\/li>\n<\/ul>\n\n\n\n<p>Tuy nhi\u00ean, d\u00f9 AI agent r\u1ea5t ti\u1ec7n l\u1ee3i, trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p v\u1eabn c\u00f2n qu\u00e1 s\u1edbm \u0111\u1ec3 giao ph\u00f3 ho\u00e0n to\u00e0n c\u00e1c thao t\u00e1c b\u00ean ngo\u00e0i ho\u1eb7c nh\u1eefng quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 \u0111i\u1ec3m ph\u00ea duy\u1ec7t n\u1eb1m \u1edf \u0111\u00e2u v\u00e0 con ng\u01b0\u1eddi s\u1ebd ki\u1ec3m tra \u1edf giai \u0111o\u1ea1n n\u00e0o.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-4\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">04<\/div><h2 class=\"smile-section__title\">Xu h\u01b0\u1edbng 2. \u1ee8ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04.png\" alt=\"\u30c8\u30ec\u30f3\u30c92. \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6d3b\u7528\u306e\u73fe\u5b9f\u5316\" class=\"wp-image-4986\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-04-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>AI t\u1ea1o sinh \u0111ang chuy\u1ec3n t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean v\u0103n b\u1ea3n sang kh\u1ea3 n\u0103ng x\u1eed l\u00fd nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng nh\u01b0 h\u00ecnh \u1ea3nh, \u00e2m thanh, b\u1ea3ng bi\u1ec3u v\u00e0 th\u00f4ng tin tr\u00ean m\u00e0n h\u00ecnh. \u0110\u00e2y ch\u00ednh l\u00e0 xu h\u01b0\u1edbng \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/p>\n\n\n\n<p>\u0110i\u1ec1u c\u00f3 \u00fd ngh\u0129a trong th\u1ef1c ti\u1ec5n kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean \u0111a ch\u1ee9c n\u0103ng h\u01a1n, m\u00e0 l\u00e0 d\u1eef li\u1ec7u t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd d\u1ec5 d\u00e0ng h\u01a1n \u1edf d\u1ea1ng g\u1ea7n nh\u01b0 nguy\u00ean b\u1ea3n. Ch\u1eb3ng h\u1ea1n, c\u00e1c c\u00e1ch s\u1eed d\u1ee5ng nh\u01b0 t\u1ed5ng h\u1ee3p \u00fd ch\u00ednh t\u1eeb \u00e2m thanh cu\u1ed9c h\u1ecdp, \u0111\u1ecdc bi\u1ec3u m\u1eabu ho\u1eb7c \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh \u0111\u1ec3 h\u1ed7 tr\u1ee3 x\u1eed l\u00fd y\u00eau c\u1ea7u, hay r\u00e0 so\u00e1t c\u1ea3 bi\u1ec3u \u0111\u1ed3 v\u00e0 t\u00e0i li\u1ec7u \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean kh\u1ea3 thi.<\/p>\n\n\n\n<p>T\u00ednh \u0111\u1ebfn th\u00e1ng 4 n\u0103m 2026, Google Cloud \u0111\u00e3 gi\u1edbi thi\u1ec7u \u1edf quy m\u00f4 l\u1edbn c\u00e1c v\u00ed d\u1ee5 \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh trong c\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, cho th\u1ea5y c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf theo t\u1eebng ng\u00e0nh \u0111ang ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng. T\u1eeb xu h\u01b0\u1edbng n\u00e0y, c\u00f3 th\u1ec3 th\u1ea5y vi\u1ec7c \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh kh\u00f4ng c\u00f2n ch\u1ec9 d\u1eebng \u1edf t\u1ea1o v\u0103n b\u1ea3n, m\u00e0 \u0111ang m\u1edf r\u1ed9ng sang x\u1eed l\u00fd to\u00e0n b\u1ed9 d\u1eef li\u1ec7u nghi\u1ec7p v\u1ee5.<\/p>\n\n\n\n<p>\u0110\u1eb7c bi\u1ec7t, nh\u1eefng nghi\u1ec7p v\u1ee5 sau r\u1ea5t ph\u00f9 h\u1ee3p \u0111\u1ec3 \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/p>\n\n\n\n<ul class=\"wp-block-list smile-bullet-list\">\n<li>T\u00f3m t\u1eaft n\u1ed9i dung cu\u1ed9c g\u1ecdi t\u1ea1i trung t\u00e2m ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/li>\n\n\n\n<li>S\u1eafp x\u1ebfp h\u1ed3 s\u01a1 ki\u1ec3m tra t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t<\/li>\n\n\n\n<li>R\u00e0 so\u00e1t t\u00e0i li\u1ec7u b\u00e1n h\u00e0ng v\u00e0 \u0111\u1ec1 xu\u1ea5t<\/li>\n\n\n\n<li>\u0110\u00e0o t\u1ea1o n\u1ed9i b\u1ed9 bao g\u1ed3m t\u00e0i li\u1ec7u h\u01b0\u1edbng d\u1eabn, b\u1ea3n v\u1ebd v\u00e0 m\u00f4 t\u1ea3 m\u00e0n h\u00ecnh<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div id=\"section-5\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">05<\/div><h2 class=\"smile-section__title\">Xu h\u01b0\u1edbng 3. M\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05.png\" alt=\"\u30c8\u30ec\u30f3\u30c93. \u5c0f\u898f\u6a21\u30e2\u30c7\u30eb\u6d3b\u7528\u306e\u62e1\u5927\" class=\"wp-image-4987\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-05-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>Trong v\u00e0i n\u0103m g\u1ea7n \u0111\u00e2y, c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 l\u1edbn \u0111\u00e3 thu h\u00fat nhi\u1ec1u s\u1ef1 ch\u00fa \u00fd, nh\u01b0ng \u0111\u1ebfn n\u0103m 2026, vi\u1ec7c \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf c\u0169ng \u0111ang \u0111\u01b0\u1ee3c quan t\u00e2m nhi\u1ec1u h\u01a1n. Trong ph\u1ea7n gi\u1ea3i th\u00edch v\u1ec1 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef nh\u1ecf, IBM c\u0169ng ch\u1ec9 ra hi\u1ec7u qu\u1ea3 khi t\u1eadp trung v\u00e0o c\u00e1c m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3 c\u0169ng nh\u01b0 nh\u1eefng l\u1ee3i th\u1ebf v\u1ec1 m\u1eb7t v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p>L\u00fd do c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf \u0111\u01b0\u1ee3c ch\u00fa \u00fd kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf cu\u1ed9c c\u1ea1nh tranh v\u1ec1 hi\u1ec7u n\u0103ng. Trong \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p, chi ph\u00ed, t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i, kh\u1ea3 n\u0103ng tri\u1ec3n khai d\u1ec5 d\u00e0ng v\u00e0 m\u1ee9c \u0111\u1ed9 d\u1ec5 t\u00f9y bi\u1ebfn theo t\u1eebng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng c\u0169ng l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5, c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p sau.<\/p>\n\n\n\n<ul class=\"wp-block-list smile-bullet-list\">\n<li>X\u1eed l\u00fd FAQ n\u1ed9i b\u1ed9 v\u00e0 c\u00e1c y\u00eau c\u1ea7u h\u1ecfi \u0111\u00e1p theo m\u1eabu<\/li>\n\n\n\n<li>Ph\u00e2n lo\u1ea1i t\u00e0i li\u1ec7u cho t\u1eebng b\u1ed9 ph\u1eadn c\u1ee5 th\u1ec3<\/li>\n\n\n\n<li>Ki\u1ec3m tra d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o trong ph\u1ea1m vi quy tr\u00ecnh nghi\u1ec7p v\u1ee5 \u0111\u01b0\u1ee3c gi\u1edbi h\u1ea1n<\/li>\n\n\n\n<li>S\u1eed d\u1ee5ng AI trong m\u00f4i tr\u01b0\u1eddng on-premises ho\u1eb7c m\u1ea1ng kh\u00e9p k\u00edn<\/li>\n<\/ul>\n\n\n\n<p>T\u1ea5t nhi\u00ean, trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng \u0111\u00f2i h\u1ecfi suy lu\u1eadn ph\u1ee9c t\u1ea1p ho\u1eb7c ki\u1ebfn th\u1ee9c r\u1ed9ng, c\u00e1c m\u00f4 h\u00ecnh quy m\u00f4 l\u1edbn c\u00f3 th\u1ec3 c\u00f3 l\u1ee3i th\u1ebf. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 kh\u00f4ng c\u1ed1 g\u1eafng gi\u1ea3i quy\u1ebft m\u1ecdi th\u1ee9 b\u1eb1ng m\u1ed9t m\u00f4 h\u00ecnh l\u1edbn duy nh\u1ea5t, m\u00e0 c\u1ea7n l\u1ef1a ch\u1ecdn v\u00e0 k\u1ebft h\u1ee3p m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-6\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">06<\/div><h2 class=\"smile-section__title\">Xu h\u01b0\u1edbng 4. T\u1ea7m quan tr\u1ecdng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a qu\u1ea3n tr\u1ecb v\u00e0 k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06.png\" alt=\"\u30c8\u30ec\u30f3\u30c94. \u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u63a5\u7d9a\u306e\u91cd\u8981\u6027\u4e0a\u6607\" class=\"wp-image-4988\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-06-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>Khi vi\u1ec7c tri\u1ec3n khai AI t\u1ea1o sinh ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng, \u0111i\u1ec1u quan tr\u1ecdng kh\u00f4ng ch\u1ec9 l\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 c\u00f2n l\u00e0 c\u00e1ch s\u1eed d\u1ee5ng AI m\u1ed9t c\u00e1ch an to\u00e0n. \u0110\u1eb7c bi\u1ec7t trong n\u1eeda \u0111\u1ea7u n\u0103m 2026, ch\u1ee7 \u0111\u1ec1 tr\u1ecdng t\u00e2m s\u1ebd l\u00e0 c\u00e1ch k\u1ebft n\u1ed1i AI v\u1edbi d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5 c\u1ee7a doanh nghi\u1ec7p.<\/p>\n\n\n\n<p>Anthropic \u0111\u00e3 c\u00f4ng b\u1ed1 Model Context Protocol (MCP), cho th\u1ea5y \u0111\u1ecbnh h\u01b0\u1edbng chu\u1ea9n h\u00f3a vi\u1ec7c k\u1ebft n\u1ed1i AI assistant v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5 v\u00e0 ngu\u1ed3n d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y \u0111\u1ec3 \u0111\u01b0a AI v\u00e0o s\u1eed d\u1ee5ng t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng, doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea7n x\u00e2y d\u1ef1ng t\u1eebng t\u00edch h\u1ee3p ri\u00eang l\u1ebb m\u1ed7i l\u1ea7n, m\u00e0 c\u00f2n ph\u1ea3i chu\u1ea9n h\u00f3a ch\u00ednh ph\u01b0\u01a1ng th\u1ee9c k\u1ebft n\u1ed1i.<\/p>\n\n\n\n<p>M\u1eb7t kh\u00e1c, c\u00e0ng c\u00f3 nhi\u1ec1u \u0111i\u1ec3m k\u1ebft n\u1ed1i, c\u00e1c v\u1ea5n \u0111\u1ec1 sau c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng.<\/p>\n\n\n\n<ul class=\"wp-block-list smile-bullet-list\">\n<li>Cho ph\u00e9p truy c\u1eadp v\u00e0o nh\u1eefng d\u1eef li\u1ec7u n\u00e0o<\/li>\n\n\n\n<li>N\u00ean hi\u1ec3n th\u1ecb c\u0103n c\u1ee9 c\u1ee7a c\u00e2u tr\u1ea3 l\u1eddi \u0111\u1ebfn m\u1ee9c n\u00e0o<\/li>\n\n\n\n<li>Ai s\u1ebd ch\u1ecbu tr\u00e1ch nhi\u1ec7m khi c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi sai<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd vi\u1ec7c \u0111\u01b0a th\u00f4ng tin ra ngo\u00e0i nh\u01b0 th\u1ebf n\u00e0o khi s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 b\u00ean ngo\u00e0i<\/li>\n\n\n\n<li>C\u00e1ch thi\u1ebft k\u1ebf nh\u1eadt k\u00fd, quy\u1ec1n truy c\u1eadp v\u00e0 quy tr\u00ecnh ph\u00ea duy\u1ec7t<\/li>\n<\/ul>\n\n\n\n<p>N\u00f3i c\u00e1ch kh\u00e1c, vi\u1ec7c \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh \u0111\u00e3 v\u01b0\u1ee3t qua giai \u0111o\u1ea1n \u201ctri\u1ec3n khai v\u00ec c\u00f3 v\u1ebb ti\u1ec7n l\u1ee3i\u201d v\u00e0 b\u01b0\u1edbc sang giai \u0111o\u1ea1n c\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n, bao g\u1ed3m c\u1ea3 quy t\u1eafc v\u1eadn h\u00e0nh, k\u1ebft n\u1ed1i h\u1ec7 th\u1ed1ng v\u00e0 ph\u00e2n quy\u1ec1n truy c\u1eadp.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-7\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">07<\/div><h2 class=\"smile-section__title\">Doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07.png\" alt=\"\u4f01\u696d\u306f\u4f55\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\" class=\"wp-image-4989\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-07-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>Khi theo d\u00f5i c\u00e1c xu h\u01b0\u1edbng, nhi\u1ec1u doanh nghi\u1ec7p c\u00f3 th\u1ec3 b\u0103n kho\u0103n kh\u00f4ng bi\u1ebft n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, vi\u1ec7c xem x\u00e9t theo th\u1ee9 t\u1ef1 sau s\u1ebd gi\u00fap tri\u1ec3n khai d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading smile-subheading\">1. X\u00e1c \u0111\u1ecbnh nghi\u1ec7p v\u1ee5 m\u1ee5c ti\u00eau thay v\u00ec ch\u1ec9 d\u00f9ng \u0111\u01a1n l\u1ebb<\/h3>\n\n\n\n<p>Tr\u01b0\u1edbc h\u1ebft, n\u00ean ch\u1ecdn nh\u1eefng nghi\u1ec7p v\u1ee5 d\u1ec5 \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3 nh\u01b0 l\u1eadp bi\u00ean b\u1ea3n cu\u1ed9c h\u1ecdp, x\u1eed l\u00fd y\u00eau c\u1ea7u\u554f\u3044\u5408\u308f\u305b, chu\u1ea9n b\u1ecb cho ho\u1ea1t \u0111\u1ed9ng b\u00e1n h\u00e0ng ho\u1eb7c t\u00ecm ki\u1ebfm th\u00f4ng tin n\u1ed9i b\u1ed9. Thay v\u00ec tri\u1ec3n khai tr\u00ean di\u1ec7n r\u1ed9ng ngay t\u1eeb \u0111\u1ea7u, vi\u1ec7c thu h\u1eb9p ph\u1ea1m vi s\u1ebd gi\u00fap gi\u1ea3i ph\u00e1p d\u1ec5 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u1ed5n \u0111\u1ecbnh h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading smile-subheading\">2. Duy tr\u00ec b\u01b0\u1edbc ki\u1ec3m tra c\u1ee7a con ng\u01b0\u1eddi<\/h3>\n\n\n\n<p>AI t\u1ea1o sinh r\u1ea5t h\u1eefu \u00edch, nh\u01b0ng kh\u00f4ng th\u1ec3 lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n sai s\u00f3t. C\u00e1c t\u00e0i li\u1ec7u g\u1eedi ra b\u00ean ngo\u00e0i, n\u1ed9i dung li\u00ean quan \u0111\u1ebfn h\u1ee3p \u0111\u1ed3ng v\u00e0 nh\u1eefng quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng c\u1ea7n lu\u00f4n \u0111\u01b0\u1ee3c con ng\u01b0\u1eddi ki\u1ec3m tra tr\u01b0\u1edbc.<\/p>\n\n\n\n<h3 class=\"wp-block-heading smile-subheading\">3. X\u00e1c \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean khi k\u1ebft n\u1ed1i d\u1eef li\u1ec7u n\u1ed9i b\u1ed9<\/h3>\n\n\n\n<p>N\u1ebfu ngay t\u1eeb \u0111\u1ea7u \u0111\u1eb7t m\u1ee5c ti\u00eau t\u00edch h\u1ee3p to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng, c\u1ea3 thi\u1ebft k\u1ebf l\u1eabn v\u1eadn h\u00e0nh s\u1ebd tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p v\u00e0 n\u1eb7ng n\u1ec1. Th\u1ef1c t\u1ebf h\u01a1n l\u00e0 n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng ph\u1ea1m vi d\u1ec5 gi\u1edbi h\u1ea1n k\u1ebft n\u1ed1i, ch\u1eb3ng h\u1ea1n nh\u01b0 FAQ, t\u00ecm ki\u1ebfm t\u00e0i li\u1ec7u ho\u1eb7c tra c\u1ee9u h\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading smile-subheading\">4. L\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh theo t\u1eebng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng<\/h3>\n\n\n\n<p>C\u1ea7n xem x\u00e9t kh\u00f4ng ch\u1ec9 c\u00e1c m\u00f4 h\u00ecnh hi\u1ec7u n\u0103ng cao m\u00e0 c\u1ea3 m\u00f4 h\u00ecnh quy m\u00f4 nh\u1ecf v\u00e0 c\u1ea5u h\u00ecnh d\u00e0nh cho m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng gi\u1edbi h\u1ea1n. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 c\u00e2n b\u1eb1ng gi\u1eefa \u0111\u1ed9 ch\u00ednh x\u00e1c, chi ph\u00ed, t\u1ed1c \u0111\u1ed9 v\u00e0 b\u1ea3o m\u1eadt.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-8\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">08<\/div><h2 class=\"smile-section__title\">Tri\u1ec3n v\u1ecdng trong th\u1eddi gian t\u1edbi<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08.png\" alt=\"\u4eca\u5f8c\u306e\u5c55\u671b\" class=\"wp-image-4990\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-08-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>Trong th\u1eddi gian t\u1edbi, s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a AI t\u1ea1o sinh c\u00f3 l\u1ebd s\u1ebd kh\u00f4ng n\u1eb1m nhi\u1ec1u \u1edf vi\u1ec7c ph\u00e1t tri\u1ec3n nh\u01b0 m\u1ed9t t\u00ednh n\u0103ng \u0111\u1ed9c l\u1eadp, m\u00e0 \u1edf c\u00e1ch doanh nghi\u1ec7p t\u00edch h\u1ee3p n\u00f3 v\u00e0o quy tr\u00ecnh nghi\u1ec7p v\u1ee5. Xu h\u01b0\u1edbng AI agent, \u0111a ph\u01b0\u01a1ng th\u1ee9c, l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh theo t\u1eebng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng v\u00e0 chu\u1ea9n h\u00f3a k\u1ebft n\u1ed1i \u0111\u1ec1u \u0111ang th\u00fac \u0111\u1ea9y h\u01b0\u1edbng ph\u00e1t tri\u1ec3n n\u00e0y.<\/p>\n\n\n\n<p>Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i doanh nghi\u1ec7p n\u00e0o c\u0169ng n\u00ean tri\u1ec3n khai tr\u00ean quy m\u00f4 l\u1edbn ngay l\u1eadp t\u1ee9c. Thay v\u00e0o \u0111\u00f3, vi\u1ec7c tr\u01b0\u1edbc ti\u00ean thu h\u1eb9p ph\u1ea1m vi nghi\u1ec7p v\u1ee5 m\u1ee5c ti\u00eau, b\u1eaft \u0111\u1ea7u \u1edf quy m\u00f4 nh\u1ecf \u0111\u1ec3 n\u1eafm b\u1eaft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1eadn h\u00e0nh, r\u1ed3i m\u1edf r\u1ed9ng theo t\u1eebng giai \u0111o\u1ea1n s\u1ebd gi\u00fap gi\u1ea3m nguy c\u01a1 th\u1ea5t b\u1ea1i.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-9\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">09<\/div><h2 class=\"smile-section__title\">T\u00f3m t\u1eaft<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09.png\" alt=\"\u307e\u3068\u3081\" class=\"wp-image-4991\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-section-09-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-split-note\"><div class=\"smile-note\"><p>Xu h\u01b0\u1edbng AI t\u1ea1o sinh trong n\u1eeda \u0111\u1ea7u n\u0103m 2026 kh\u00f4ng c\u00f2n ch\u1ec9 xoay quanh cu\u1ed9c \u0111ua t\u00ednh n\u0103ng m\u1edbi, m\u00e0 n\u1ed5i b\u1eadt \u1edf s\u1ef1 chuy\u1ec3n d\u1ecbch tr\u1ecdng t\u00e2m sang c\u00e1ch \u1ee9ng d\u1ee5ng AI trong c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf.<\/p><\/div><div class=\"smile-note\"><p>Nh\u1eefng \u0111i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd g\u1ed3m vi\u1ec7c AI Agent \u0111\u01b0\u1ee3c tri\u1ec3n khai \u1edf quy m\u00f4 l\u1edbn h\u01a1n, \u1ee9ng d\u1ee5ng AI \u0111a ph\u01b0\u01a1ng th\u1ee9c (Multimodal AI) ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u1ef1c ti\u1ec5n, ph\u1ea1m vi s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI nh\u1ecf (Small Language Models) ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng, c\u00f9ng v\u1edbi s\u1ef1 gia t\u0103ng t\u1ea7m quan tr\u1ecdng c\u1ee7a qu\u1ea3n tr\u1ecb AI v\u00e0 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p.<\/p><\/div><div class=\"smile-note\"><p>\u0110\u1ec3 bi\u1ebfn AI t\u1ea1o sinh th\u00e0nh k\u1ebft qu\u1ea3 kinh doanh th\u1ef1c t\u1ebf, doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 ch\u1ea1y theo c\u00e1c c\u00f4ng ngh\u1ec7 \u0111ang \u0111\u01b0\u1ee3c ch\u00fa \u00fd m\u00e0 c\u00f2n c\u1ea7n x\u00e1c \u0111\u1ecbnh c\u00e1ch \u1ee9ng d\u1ee5ng ph\u00f9 h\u1ee3p v\u1edbi ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh.<\/p><\/div><div class=\"smile-note\"><p>SMILE h\u1ed7 tr\u1ee3 tri\u1ec3n khai theo t\u1eebng giai \u0111o\u1ea1n, t\u1eeb vi\u1ec7c r\u00e0 so\u00e1t c\u00e1c v\u1ea5n \u0111\u1ec1 nghi\u1ec7p v\u1ee5, xem x\u00e9t kh\u1ea3 n\u0103ng h\u1ec7 th\u1ed1ng h\u00f3a \u0111\u1ebfn ph\u00e1t tri\u1ec3n v\u00e0 v\u1eadn h\u00e0nh.<\/p><\/div><div class=\"smile-note\"><p>C\u00e1c doanh nghi\u1ec7p \u0111ang c\u00e2n nh\u1eafc \u1ee9ng d\u1ee5ng DX ho\u1eb7c AI n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng c\u1ea3i ti\u1ebfn nh\u1ecf trong quy tr\u00ecnh nghi\u1ec7p v\u1ee5.<\/p><\/div><\/div><\/div><\/div>\n\n\n<section class=\"smile-article-cta\"><div class=\"smile-article-cta__label\">H\u1ed7 tr\u1ee3 SMILE<\/div><h2>B\u1eaft \u0111\u1ea7u trao \u0111\u1ed5i v\u1ec1 th\u00fac \u0111\u1ea9y GX\u30fbDX<\/h2><p>T\u1eeb vi\u1ec7c r\u00e0 so\u00e1t hi\u1ec7n tr\u1ea1ng, tri\u1ec3n khai h\u1ec7 th\u1ed1ng \u0111\u1ebfn c\u1ea3i thi\u1ec7n v\u1eadn h\u00e0nh, ch\u00fang t\u00f4i s\u1ebd c\u00f9ng qu\u00fd c\u00f4ng ty thi\u1ebft k\u1ebf l\u1ed9 tr\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf.<\/p><ul class=\"smile-list\"><li>C\u00f3 th\u1ec3 h\u1ec7 th\u1ed1ng h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 hi\u1ec7n t\u1ea1i trong nghi\u1ec7p v\u1ee5 v\u00e0 d\u1eef li\u1ec7u<\/li><li>C\u00f3 th\u1ec3 thi\u1ebft k\u1ebf c\u00e1c b\u01b0\u1edbc tri\u1ec3n khai ph\u00f9 h\u1ee3p v\u1edbi c\u01a1 c\u1ea5u v\u00e0 n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh c\u1ee7a doanh nghi\u1ec7p<\/li><li>C\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng c\u01a1 ch\u1ebf gi\u00fap vi\u1ec7c v\u1eadn h\u00e0nh sau tri\u1ec3n khai tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n<\/li><li>C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng hi\u1ec7u qu\u1ea3 v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n<\/li><li>C\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u xem x\u00e9t \u1ee9ng d\u1ee5ng AI\u30fbIoT t\u1eeb nh\u1eefng l\u0129nh v\u1ef1c c\u1ea7n thi\u1ebft<\/li><\/ul><a class=\"smile-article-cta__button\" href=\"\/vn\/contact\/\">Li\u00ean h\u1ec7<\/a><\/section><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Generative AI \u0111ang chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m sang giai \u0111o\u1ea1n \u0111\u01b0\u1ee3c...&nbsp;<a href=\"https:\/\/smilesoftware.org\/vn\/2026%E5%B9%B4%E4%B8%8A%E5%8D%8A%E6%9C%9F%E7%94%9F%E6%88%90ai%E3%81%AE%E6%9C%80%E6%96%B0%E3%83%88%E3%83%AC%E3%83%B3%E3%83%894%E9%81%B8%E3%81%A8%E4%BB%8A%E5%BE%8C%E3%81%AE%E5%B1%95\/\" class=\"\" rel=\"bookmark\">\u0110\u1ecdc ti\u1ebfp &raquo;<span class=\"screen-reader-text\">[N\u1eeda \u0111\u1ea7u n\u0103m 2026] Ph\u00e2n t\u00edch chi ti\u1ebft 4 xu h\u01b0\u1edbng m\u1edbi nh\u1ea5t c\u1ee7a AI t\u1ea1o sinh v\u00e0 tri\u1ec3n v\u1ecdng trong th\u1eddi gian t\u1edbi<\/span><\/a><\/p>","protected":false},"author":2,"featured_media":4982,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"_themeisle_gutenberg_block_has_review":false,"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"categories":[32],"tags":[],"class_list":["post-4992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"rttpg_featured_image_url":{"full":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image.png",1672,941,false],"landscape":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image.png",1672,941,false],"portraits":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image.png",1672,941,false],"thumbnail":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-150x150.png",150,150,true],"medium":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-300x169.png",300,169,true],"large":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-1024x576.png",1024,576,true],"1536x1536":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-1536x864.png",1536,864,true],"2048x2048":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image.png",1672,941,false],"trp-custom-language-flag":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-18x10.png",18,10,true],"neve-blog":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1431-138708-featured-image-930x620.png",930,620,true]},"rttpg_author":{"display_name":"\u7b20\u539f \u840c","author_link":"https:\/\/smilesoftware.org\/vn\/author\/chinh-man\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/smilesoftware.org\/vn\/category\/blog\/\" rel=\"category tag\">\u30d6\u30ed\u30b0<\/a>","rttpg_excerpt":"\u751f\u6210AI\u306f\u3001\u8a66\u3057\u306b\u4f7f\u3063\u3066\u307f\u308b\u6bb5\u968e\u304b\u3089\u3001\u5b9f\u52d9\u306b\u3069\u3046\u7d44\u307f\u8fbc\u3080\u304b\u3092&hellip;&nbsp;\u0110\u1ecdc ti\u1ebfp &r&hellip;","_links":{"self":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/4992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/comments?post=4992"}],"version-history":[{"count":2,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/4992\/revisions"}],"predecessor-version":[{"id":5115,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/4992\/revisions\/5115"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/media\/4982"}],"wp:attachment":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/media?parent=4992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/categories?post=4992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/tags?post=4992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}