{"id":57042,"date":"2024-11-19T10:46:41","date_gmt":"2024-11-19T03:46:41","guid":{"rendered":"https:\/\/www.saokim.com.vn\/en\/?p=57042"},"modified":"2024-11-20T09:59:44","modified_gmt":"2024-11-20T02:59:44","slug":"gen-ai-cho-nha-lanh-dao","status":"publish","type":"post","link":"https:\/\/www.saokim.com.vn\/en\/cam-nang\/gen-ai-cho-nha-lanh-dao\/","title":{"rendered":"Gen AI: B\u00ed K\u00edp X100 Hi\u1ec7u Su\u1ea5t Cho Nh\u00e0 L\u00e3nh \u0110\u1ea1o"},"content":{"rendered":"\n<p>Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 b\u00f9ng n\u1ed5, ch\u00fang ta \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng m\u1edbi do <strong>Gen AI<\/strong> (Generative AI) mang l\u1ea1i. Gen AI kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n l\u00e0 ch\u00eca kh\u00f3a m\u1edf ra c\u00e1nh c\u1eeda t\u1edbi t\u01b0\u01a1ng lai, n\u01a1i m\u00e0 hi\u1ec7u su\u1ea5t v\u00e0 s\u1ef1 \u0111\u1ed5i m\u1edbi \u0111\u01b0\u1ee3c n\u00e2ng l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o, vi\u1ec7c hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng Gen AI kh\u00f4ng c\u00f2n l\u00e0 l\u1ef1a ch\u1ecdn, m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u00eau c\u1ea7u t\u1ea5t y\u1ebfu \u0111\u1ec3 d\u1eabn d\u1eaft doanh nghi\u1ec7p v\u01b0\u01a1n l\u00ean trong m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh kh\u1ed1c li\u1ec7t.<\/p>\n\n\n\n<p>B\u1ea1n \u0111\u00e3 t\u1eebng t\u1ef1 h\u1ecfi l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 bi\u1ebfn Gen AI th\u00e0nh m\u1ed9t tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n, gi\u00fap n\u00e2ng hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u00ean g\u1ea5p 100 l\u1ea7n ch\u01b0a? B\u00e0i vi\u1ebft n\u00e0y s\u1ebd \u0111\u1ed3ng h\u00e0nh c\u00f9ng b\u1ea1n kh\u00e1m ph\u00e1 n\u0103ng l\u1ef1c v\u00f4 h\u1ea1n c\u1ee7a Gen AI v\u00e0 cung c\u1ea5p nh\u1eefng gi\u1ea3i ph\u00e1p c\u1ee5 th\u1ec3 \u0111\u1ec3 t\u00edch h\u1ee3p Gen AI v\u00e0o vai tr\u00f2 l\u00e3nh \u0111\u1ea1o c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<p>H\u00e3y c\u00f9ng b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c kh\u00e1m ph\u00e1 <strong>b\u1ed1i c\u1ea3nh hi\u1ec7n t\u1ea1i c\u1ee7a Gen AI trong kinh doanh<\/strong> v\u00e0 hi\u1ec3u r\u00f5 v\u00ec sao AI l\u1ea1i quan tr\u1ecdng \u0111\u1ebfn v\u1eady \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. B\u1ed1i c\u1ea3nh hi\u1ec7n t\u1ea1i c\u1ee7a Gen AI trong kinh doanh<\/h2>\n\n\n\n<p>Trong th\u1eadp k\u1ef7 qua, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 chuy\u1ec3n m\u00ecnh t\u1eeb m\u1ed9t kh\u00e1i ni\u1ec7m khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng th\u00e0nh m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong \u0111\u1eddi s\u1ed1ng v\u00e0 kinh doanh.<\/p>\n\n\n\n<p>Nh\u1eefng ti\u1ebfn b\u1ed9 trong m\u00e1y h\u1ecdc (Machine Learning) v\u00e0 h\u1ecdc s\u00e2u (Deep Learning) \u0111\u00e3 cho ph\u00e9p Gen AI x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, nh\u1eadn di\u1ec7n m\u1eabu v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n\n\n\n<p>C\u00f4ng ngh\u1ec7 Gen AI hi\u1ec7n nay c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, th\u1eadm ch\u00ed s\u00e1ng t\u1ea1o n\u1ed9i dung\u2014nh\u1eefng \u0111i\u1ec1u m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 con ng\u01b0\u1eddi m\u1edbi c\u00f3 th\u1ec3 l\u00e0m.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng c\u1ee7a Gen AI \u0111\u1ebfn c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p<\/h3>\n\n\n\n<p>Gen AI \u0111ang thay \u0111\u1ed5i c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p.<\/p>\n\n\n\n<p>Trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, Gen AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng, ph\u00e1t hi\u1ec7n gian l\u1eadn v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro.<\/p>\n\n\n\n<p>Trong y t\u1ebf, Gen AI gi\u00fap ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nhanh ch\u00f3ng, c\u00e1 nh\u00e2n h\u00f3a li\u1ec7u ph\u00e1p v\u00e0 qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n. Ng\u00e0nh b\u00e1n l\u1ebb s\u1eed d\u1ee5ng Gen AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u, qu\u1ea3n l\u00fd kho h\u00e0ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng.<\/p>\n\n\n\n<p>Nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t m\u00e0 c\u00f2n t\u1ea1o ra nh\u1eefng c\u01a1 h\u1ed9i kinh doanh m\u1edbi, th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 c\u1ea1nh tranh.<\/p>\n\n\n\n<p>Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i nhanh ch\u00f3ng, l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea7n th\u00edch \u1ee9ng m\u00e0 c\u00f2n ph\u1ea3i ti\u00ean phong trong vi\u1ec7c \u00e1p d\u1ee5ng nh\u1eefng c\u00f4ng ngh\u1ec7 m\u1edbi nh\u01b0 Gen AI.<\/p>\n\n\n\n<p>Vai tr\u00f2 c\u1ee7a h\u1ecd kh\u00f4ng ch\u1ec9 l\u00e0 ng\u01b0\u1eddi qu\u1ea3n l\u00fd m\u00e0 c\u00f2n l\u00e0 ng\u01b0\u1eddi d\u1eabn d\u1eaft s\u1ef1 \u0111\u1ed5i m\u1edbi, t\u1ea1o ra t\u1ea7m nh\u00ecn v\u00e0 chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 khai th\u00e1c t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a Gen AI.<\/p>\n\n\n\n<p>L\u00e3nh \u0111\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 th\u00fac \u0111\u1ea9y vi\u1ec7c t\u00edch h\u1ee3p Gen AI v\u00e0o t\u1ed5 ch\u1ee9c s\u1ebd gi\u00fap doanh nghi\u1ec7p duy tr\u00ec l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u00e0 \u0111\u00e1p \u1ee9ng nhanh ch\u00f3ng v\u1edbi bi\u1ebfn \u0111\u1ed5i c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">L\u1ee3i \u00edch c\u1ee7a Gen AI \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o<\/h3>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Tam-Quan-Trong-Cua-Gen-AI-Voi-Nha-Lanh-Dao.webp\" alt=\"T\u1ea7m quan tr\u1ecdng c\u1ee7a Gen AI v\u1edbi Nh\u00e0 l\u00e3nh \u0111\u1ea1o\" class=\"wp-image-57085\" srcset=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Tam-Quan-Trong-Cua-Gen-AI-Voi-Nha-Lanh-Dao.webp 1200w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Tam-Quan-Trong-Cua-Gen-AI-Voi-Nha-Lanh-Dao-300x225.webp 300w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Tam-Quan-Trong-Cua-Gen-AI-Voi-Nha-Lanh-Dao-400x300.webp 400w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Tam-Quan-Trong-Cua-Gen-AI-Voi-Nha-Lanh-Dao-768x576.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>Vi\u1ec7c \u1ee9ng d\u1ee5ng Gen AI v\u00e0o qu\u1ea3n l\u00fd v\u00e0 \u0111i\u1ec1u h\u00e0nh mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch r\u00f5 r\u1ec7t:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/strong>: Gen AI c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c ph\u00e2n t\u00edch chuy\u00ean s\u00e2u, gi\u00fap l\u00e3nh \u0111\u1ea1o \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi h\u01a1n.<\/li>\n\n\n\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c<\/strong>: Gen AI c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, gi\u1ea3i ph\u00f3ng th\u1eddi gian cho l\u00e3nh \u0111\u1ea1o t\u1eadp trung v\u00e0o chi\u1ebfn l\u01b0\u1ee3c v\u00e0 ph\u00e1t tri\u1ec3n.<\/li>\n\n\n\n<li><strong>T\u0103ng c\u01b0\u1eddng t\u01b0\u01a1ng t\u00e1c kh\u00e1ch h\u00e0ng<\/strong>: Th\u00f4ng qua Gen AI, doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 trung th\u00e0nh.<\/li>\n\n\n\n<li><strong>D\u1ef1 b\u00e1o v\u00e0 th\u00edch \u1ee9ng<\/strong>: Gen AI gi\u00fap d\u1ef1 b\u00e1o xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, nh\u1eadn di\u1ec7n c\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro, cho ph\u00e9p doanh nghi\u1ec7p th\u00edch \u1ee9ng nhanh ch\u00f3ng.<\/li>\n<\/ul>\n\n\n\n<p>B\u1eb1ng c\u00e1ch hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng Gen AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o kh\u00f4ng ch\u1ec9 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 c\u00f2n \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a doanh nghi\u1ec7p trong k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. B\u1ea3n ch\u1ea5t Gen AI v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a Gen AI<\/h2>\n\n\n\n<p>\u0110\u1eebng th\u1ea7n th\u00e1nh qu\u00e1 Gen AI, \u00edt nh\u1ea5t l\u00e0 trong hi\u1ec7n t\u1ea1i, b\u1ea1n c\u1ea7n chi\u1ec3u b\u1ea3n ch\u1ea5t c\u1ee7a Gen AI <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.1. B\u1ea3n ch\u1ea5t c\u1ee7a Gen AI<\/h3>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ban-Chat-Cua-Gen-AI.webp\" alt=\"B\u1ea3n ch\u1ea5t c\u1ee7a Gen AI\" class=\"wp-image-57084\" srcset=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ban-Chat-Cua-Gen-AI.webp 1200w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ban-Chat-Cua-Gen-AI-300x225.webp 300w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ban-Chat-Cua-Gen-AI-400x300.webp 400w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ban-Chat-Cua-Gen-AI-768x576.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>Gen AI l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u00f2i h\u1ecfi tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi. Gen AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 \u0111\u01a1n l\u1ebb m\u00e0 bao g\u1ed3m nhi\u1ec1u ph\u00e2n nh\u00e1nh kh\u00e1c nhau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>H\u1ecdc m\u00e1y (Machine Learning)<\/strong>: L\u00e0 ph\u01b0\u01a1ng ph\u00e1p cho ph\u00e9p m\u00e1y t\u00ednh h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh c\u1ee5 th\u1ec3 cho t\u1eebng nhi\u1ec7m v\u1ee5. H\u1ecdc m\u00e1y s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 nh\u1eadn di\u1ec7n m\u1eabu v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ho\u1eb7c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o.<\/li>\n\n\n\n<li><strong>H\u1ecdc s\u00e2u (Deep Learning)<\/strong>: L\u00e0 m\u1ed9t ph\u00e2n nh\u00e1nh c\u1ee7a h\u1ecdc m\u00e1y, s\u1eed d\u1ee5ng c\u00e1c m\u1ea1ng neuron nh\u00e2n t\u1ea1o v\u1edbi nhi\u1ec1u l\u1edbp \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00e3o ng\u01b0\u1eddi. H\u1ecdc s\u00e2u \u0111\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p nh\u01b0 h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1ec3 <strong>t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3<\/strong>, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 <strong>kh\u00f4ng n\u00ean th\u1ea7n th\u00e1nh h\u00f3a<\/strong> n\u00f3, \u00edt nh\u1ea5t l\u00e0 trong th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai g\u1ea7n. Thay v\u00e0o \u0111\u00f3, ch\u00fang ta c\u1ea7n <strong>hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t th\u1ef1c s\u1ef1 c\u1ee7a AI<\/strong> \u0111\u1ec3 c\u00f3 nh\u1eefng k\u1ef3 v\u1ecdng v\u00e0 \u1ee9ng d\u1ee5ng ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n<p><strong>B\u1ea3n ch\u1ea5t c\u1ee7a AI hi\u1ec7n t\u1ea1i ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea.<\/strong> AI h\u1ecdc h\u1ecfi t\u1eeb kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc \u0111\u1ec3 <strong>d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 c\u00f3 kh\u1ea3 n\u0103ng ch\u00ednh x\u00e1c cao nh\u1ea5t<\/strong>. Khi \u0111\u01b0\u1ee3c cung c\u1ea5p m\u1ed9t y\u00eau c\u1ea7u ho\u1eb7c c\u00e2u h\u1ecfi, AI s\u1ebd ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u00e3 h\u1ecdc v\u00e0 <strong>t\u00ednh to\u00e1n x\u00e1c su\u1ea5t<\/strong> cho c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi kh\u1ea3 thi.<\/p>\n\n\n\n<p><strong>V\u00ed d\u1ee5 minh h\u1ecda:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh:<\/strong> Khi b\u1ea1n \u0111\u01b0a cho AI m\u1ed9t t\u1ea5m \u1ea3nh v\u00e0 h\u1ecfi &#8220;T\u1ea5m \u1ea3nh c\u00f3 m\u1ea5y ng\u01b0\u1eddi?&#8221;, AI s\u1ebd ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh \u0111\u00f3 v\u00e0 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh nh\u1eadn d\u1ea1ng \u0111\u1ec3 <strong>t\u00ednh to\u00e1n x\u00e1c su\u1ea5t<\/strong> cho m\u1ed7i s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n trong \u1ea3nh. N\u1ebfu AI x\u00e1c \u0111\u1ecbnh r\u1eb1ng x\u00e1c su\u1ea5t c\u00f3 7 ng\u01b0\u1eddi l\u00e0 95% v\u00e0 8 ng\u01b0\u1eddi l\u00e0 90%, n\u00f3 s\u1ebd tr\u1ea3 l\u1eddi r\u1eb1ng c\u00f3 7 ng\u01b0\u1eddi, v\u00ec \u0111\u00e2y l\u00e0 k\u1ebft qu\u1ea3 c\u00f3 x\u00e1c su\u1ea5t cao nh\u1ea5t theo m\u00f4 h\u00ecnh c\u1ee7a n\u00f3.<\/li>\n\n\n\n<li><strong>Ph\u00e9p t\u00ednh \u0111\u01a1n gi\u1ea3n:<\/strong> Khi b\u1ea1n h\u1ecfi AI &#8220;1 + 1 b\u1eb1ng m\u1ea5y?&#8221;, AI d\u1ef1a v\u00e0o d\u1eef li\u1ec7u v\u00e0 ki\u1ebfn th\u1ee9c to\u00e1n h\u1ecdc \u0111\u00e3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n, bi\u1ebft r\u1eb1ng x\u00e1c su\u1ea5t \u0111\u1ec3 1 + 1 = 2 l\u00e0 c\u1ef1c k\u1ef3 cao (99,99%). Do \u0111\u00f3, AI s\u1ebd tr\u1ea3 l\u1eddi l\u00e0 2.<\/li>\n<\/ul>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y cho th\u1ea5y r\u1eb1ng <strong>AI kh\u00f4ng hi\u1ec3u bi\u1ebft theo c\u00e1ch con ng\u01b0\u1eddi hi\u1ec3u<\/strong>, m\u00e0 n\u00f3 <strong>\u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi d\u1ef1a tr\u00ean x\u00e1c su\u1ea5t v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc \u0111\u01b0\u1ee3c t\u1eeb d\u1eef li\u1ec7u<\/strong>.<\/p>\n\n\n\n<p>AI kh\u00f4ng c\u00f3 \u00fd th\u1ee9c hay s\u1ef1 hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc, m\u00e0 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea m\u1ea1nh m\u1ebd. Vi\u1ec7c hi\u1ec3u r\u00f5 \u0111i\u1ec1u n\u00e0y gi\u00fap ch\u00fang ta <strong>bi\u1ebft c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi<\/strong> v\u00e0 s\u1eed d\u1ee5ng AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, \u0111\u1ed3ng th\u1eddi <strong>\u0111\u1eb7t k\u1ef3 v\u1ecdng th\u1ef1c t\u1ebf<\/strong> v\u1ec1 kh\u1ea3 n\u0103ng v\u00e0 gi\u1edbi h\u1ea1n c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2. N\u0103ng l\u1ef1c hi\u1ec7n t\u1ea1i c\u1ee7a Gen AI<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/h4>\n\n\n\n<p>Hi\u1ec7n t\u1ea1i, kh\u1ea3 n\u0103g x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean c\u1ee7a AI \u0111\u00e3 \u0111\u1ea1t m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh cao, cho ph\u00e9p m\u00e1y t\u00ednh hi\u1ec3u, di\u1ec5n gi\u1ea3i v\u00e0 t\u1ea1o ra ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n<p>M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng ch\u00ednh c\u1ee7a NLP bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ea1o n\u1ed9i dung<\/strong>: \u0110\u1ecdc hi\u1ec3u y\u00eau c\u1ea7u v\u00e0 t\u1ea1o ra n\u1ed9i dung theo y\u00eau c\u1ea7u c\u1ee7a con ng\u01b0\u1eddi (bao g\u1ed3m v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, code, \u00e2m thanh, video, bi\u1ec3u \u0111\u1ed3, s\u01a1 \u0111\u1ed3 t\u01b0 duy, &#8230;)<\/li>\n\n\n\n<li><strong>Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o<\/strong>: Cung c\u1ea5p h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 24\/7.<\/li>\n\n\n\n<li><strong>Ph\u00e2n t\u00edch c\u1ea3m x\u00fac<\/strong>: \u0110\u00e1nh gi\u00e1 ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 c\u00e1c k\u00eanh truy\u1ec1n th\u00f4ng kh\u00e1c \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 t\u00e2m l\u00fd v\u00e0 nhu c\u1ea7u c\u1ee7a h\u1ecd.<\/li>\n\n\n\n<li><strong>D\u1ecbch thu\u1eadt<\/strong>: Chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n t\u1eeb ng\u00f4n ng\u1eef n\u00e0y sang ng\u00f4n ng\u1eef kh\u00e1c m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data Analytics)<\/h4>\n\n\n\n<p>AI c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, gi\u00fap doanh nghi\u1ec7p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u1ef1 b\u00e1o xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng<\/strong>: Nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu h\u00ecnh trong d\u1eef li\u1ec7u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li><strong>Ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng<\/strong>: T\u1ea1o ra c\u00e1c nh\u00f3m kh\u00e1ch h\u00e0ng d\u1ef1a tr\u00ean h\u00e0nh vi, s\u1edf th\u00edch v\u00e0 th\u00f3i quen mua s\u1eafm, t\u1eeb \u0111\u00f3 c\u00e1 nh\u00e2n h\u00f3a chi\u1ebfn l\u01b0\u1ee3c ti\u1ebfp th\u1ecb.<\/li>\n\n\n\n<li><strong>Ph\u00e1t hi\u1ec7n gian l\u1eadn<\/strong>: Nh\u1eadn di\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t th\u01b0\u1eddng trong giao d\u1ecbch t\u00e0i ch\u00ednh ho\u1eb7c h\u1ec7 th\u1ed1ng b\u1ea3o m\u1eadt, gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng<\/h4>\n\n\n\n<p>Gen AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, gi\u1ea3m thi\u1ec3u sai s\u00f3t v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>X\u1eed l\u00fd h\u1ed3 s\u01a1 v\u00e0 d\u1eef li\u1ec7u<\/strong>: T\u1ef1 \u0111\u1ed9ng nh\u1eadp li\u1ec7u, x\u1eed l\u00fd h\u00f3a \u0111\u01a1n, h\u1ee3p \u0111\u1ed3ng v\u00e0 c\u00e1c t\u00e0i li\u1ec7u kh\u00e1c.<\/li>\n\n\n\n<li><strong>Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng<\/strong>: T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh \u0111\u1eb7t h\u00e0ng, ki\u1ec3m k\u00ea v\u00e0 v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a.<\/li>\n\n\n\n<li><strong>H\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng<\/strong>: T\u1ef1 \u0111\u1ed9ng tr\u1ea3 l\u1eddi email, x\u1eed l\u00fd y\u00eau c\u1ea7u c\u01a1 b\u1ea3n v\u00e0 chuy\u1ec3n ti\u1ebfp v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p cho nh\u00e2n vi\u00ean ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n\n\n\n<p>V\u1ec1 c\u01a1 b\u1ea3n, trong t\u01b0\u01a1ng lai, Gen AI s\u1ebd l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a c\u00e1c ph\u1ea7n m\u1ec1m.<\/p>\n\n\n\n<p>Hi\u1ec3u r\u00f5 v\u1ec1 c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u00e0 n\u0103ng l\u1ef1c hi\u1ec7n t\u1ea1i c\u1ee7a AI l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o nh\u1eadn ra ti\u1ec1m n\u0103ng to l\u1edbn c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y. Trong ph\u1ea7n ti\u1ebfp theo, ch\u00fang ta s\u1ebd kh\u00e1m ph\u00e1 c\u00e1ch <strong>\u1ee9ng d\u1ee5ng AI trong l\u00e3nh \u0111\u1ea1o<\/strong> \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u1ed9t c\u00e1ch \u0111\u1ed9t ph\u00e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. 5 Hi\u1ec3u l\u1ea7m ph\u1ed5 bi\u1ebfn v\u1ec1 Gen AI<\/h2>\n\n\n\n<p>Hi\u1ec7n t\u1ea1i, v\u1eabn t\u1ed3n t\u1ea1i nhi\u1ec1u hi\u1ec3u l\u1ea7m ph\u1ed5 bi\u1ebfn v\u1ec1 AI, h\u00e3y c\u00f9ng <strong>kh\u00e1m ph\u00e1 5 hi\u1ec3u l\u1ea7m ph\u1ed5 bi\u1ebfn v\u1ec1 AI<\/strong> m\u00e0 c\u00e1c l\u00e3nh \u0111\u1ea1o th\u01b0\u1eddng g\u1eb7p ph\u1ea3i, \u0111\u1ec3 t\u1eeb \u0111\u00f3 <strong>x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI m\u1ed9t c\u00e1ch th\u00f4ng minh v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hi\u1ec3u l\u1ea7m 1: Gen AI s\u1ebd thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi trong c\u00f4ng vi\u1ec7c<\/h3>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng lo ng\u1ea1i l\u1edbn nh\u1ea5t l\u00e0 Gen AI s\u1ebd thay th\u1ebf con ng\u01b0\u1eddi, d\u1eabn \u0111\u1ebfn m\u1ea5t vi\u1ec7c l\u00e0m v\u00e0 gi\u1ea3m nhu c\u1ea7u v\u1ec1 nh\u00e2n l\u1ef1c.<\/p>\n\n\n\n<p>Tuy nhi\u00ean, th\u1ef1c t\u1ebf l\u00e0 <strong>Gen AI ch\u1ee7 y\u1ebfu h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi<\/strong> b\u1eb1ng c\u00e1ch s\u00e1ng t\u1ea1o n\u1ed9i dung theo y\u00eau c\u1ea7u, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, cho ph\u00e9p nh\u00e2n vi\u00ean t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c \u0111\u00f2i h\u1ecfi <strong>t\u01b0 duy s\u00e1ng t\u1ea1o v\u00e0 k\u1ef9 n\u0103ng x\u00e3 h\u1ed9i<\/strong>.<\/p>\n\n\n\n<p>AI c\u00f3 th\u1ec3 <strong>n\u00e2ng cao hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c<\/strong>, nh\u01b0ng <strong>kh\u00f4ng th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o, ph\u00e1n \u0111o\u00e1n v\u00e0 c\u1ea3m x\u00fac c\u1ee7a con ng\u01b0\u1eddi<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hi\u1ec3u l\u1ea7m 2: AI hi\u1ec3u v\u00e0 suy ngh\u0129 nh\u01b0 con ng\u01b0\u1eddi<\/h3>\n\n\n\n<p>Nhi\u1ec1u ng\u01b0\u1eddi cho r\u1eb1ng AI c\u00f3 kh\u1ea3 n\u0103ng <strong>hi\u1ec3u bi\u1ebft v\u00e0 suy ngh\u0129 nh\u01b0 con ng\u01b0\u1eddi<\/strong>. Th\u1ef1c t\u1ebf, <strong>AI hi\u1ec7n nay ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y<\/strong>, d\u1ef1a v\u00e0o d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 \u0111\u01b0a ra k\u1ebft qu\u1ea3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n<p><strong>AI kh\u00f4ng c\u00f3 \u00fd th\u1ee9c, c\u1ea3m x\u00fac hay kh\u1ea3 n\u0103ng t\u1ef1 nh\u1eadn th\u1ee9c<\/strong>. N\u00f3 kh\u00f4ng hi\u1ec3u \u00fd ngh\u0129a theo c\u00e1ch con ng\u01b0\u1eddi hi\u1ec3u, m\u00e0 ch\u1ec9 <strong>x\u1eed l\u00fd th\u00f4ng tin d\u1ef1a tr\u00ean x\u00e1c su\u1ea5t v\u00e0 m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hi\u1ec3u l\u1ea7m 3: AI c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc v\u00e0 ph\u00e1t tri\u1ec3n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi<\/h3>\n\n\n\n<p>M\u1ed9t s\u1ed1 l\u00e3nh \u0111\u1ea1o tin r\u1eb1ng sau khi tri\u1ec3n khai, AI c\u00f3 th\u1ec3 <strong>t\u1ef1 \u0111\u1ed9ng ho\u1ea1t \u0111\u1ed9ng v\u00e0 c\u1ea3i thi\u1ec7n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 gi\u00e1m s\u00e1t<\/strong>. Th\u1ef1c t\u1ebf, <strong>AI c\u1ea7n \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t, b\u1ea3o tr\u00ec v\u00e0 c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean<\/strong>.<\/p>\n\n\n\n<p>D\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u1ea7n \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng, v\u00e0 c\u00e1c m\u00f4 h\u00ecnh AI c\u1ea7n \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi <strong>s\u1ef1 thay \u0111\u1ed5i c\u1ee7a m\u00f4i tr\u01b0\u1eddng kinh doanh<\/strong>. <strong>S\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi l\u00e0 c\u1ea7n thi\u1ebft<\/strong> \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o AI ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u00e1ng tin c\u1eady.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hi\u1ec3u l\u1ea7m 4: AI l\u00e0 gi\u1ea3i ph\u00e1p cho m\u1ecdi v\u1ea5n \u0111\u1ec1<\/h3>\n\n\n\n<p>C\u00f3 m\u1ed9t xu h\u01b0\u1edbng coi AI nh\u01b0 m\u1ed9t <strong>&#8220;thu\u1ed1c ti\u00ean&#8221;<\/strong> c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft m\u1ecdi th\u00e1ch th\u1ee9c trong doanh nghi\u1ec7p. Tuy nhi\u00ean, <strong>AI kh\u00f4ng ph\u1ea3i l\u00e0 gi\u1ea3i ph\u00e1p cho t\u1ea5t c\u1ea3<\/strong>.<\/p>\n\n\n\n<p>Vi\u1ec7c tri\u1ec3n khai AI c\u1ea7n <strong>ph\u00f9 h\u1ee3p v\u1edbi chi\u1ebfn l\u01b0\u1ee3c kinh doanh<\/strong> v\u00e0 ph\u1ea3i \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c m\u00e0 n\u00f3 <strong>th\u1ef1c s\u1ef1 mang l\u1ea1i gi\u00e1 tr\u1ecb<\/strong>.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, vi\u1ec7c \u00e1p d\u1ee5ng AI <strong>kh\u00f4ng th\u1ec3 thay th\u1ebf quy tr\u00ecnh qu\u1ea3n l\u00fd t\u1ed1t<\/strong>, <strong>v\u0103n h\u00f3a doanh nghi\u1ec7p m\u1ea1nh<\/strong> v\u00e0 <strong>chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hi\u1ec3u l\u1ea7m 5: AI qu\u00e1 ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u1eaft \u0111\u1ecf \u0111\u1ec3 tri\u1ec3n khai<\/h3>\n\n\n\n<p>Nhi\u1ec1u l\u00e3nh \u0111\u1ea1o e ng\u1ea1i r\u1eb1ng vi\u1ec7c tri\u1ec3n khai AI \u0111\u00f2i h\u1ecfi <strong>chi ph\u00ed l\u1edbn v\u00e0 ph\u1ee9c t\u1ea1p<\/strong>, ch\u1ec9 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn.<\/p>\n\n\n\n<p>Th\u1ef1c t\u1ebf, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7, c\u00f3 r\u1ea5t nhi\u1ec1u <strong>gi\u1ea3i ph\u00e1p AI linh ho\u1ea1t<\/strong>, c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi doanh nghi\u1ec7p \u1edf <strong>m\u1ecdi quy m\u00f4<\/strong>.<\/p>\n\n\n\n<p>Nhi\u1ec1u c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 AI hi\u1ec7n nay <strong>d\u1ec5 s\u1eed d\u1ee5ng<\/strong> v\u00e0 <strong>kh\u00f4ng \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u<\/strong> v\u1ec1 c\u00f4ng ngh\u1ec7. Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o AI c\u0169ng c\u00f3 th\u1ec3 mang l\u1ea1i <strong>l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u su\u1ea5t v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed<\/strong> trong d\u00e0i h\u1ea1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. Nguy\u00ean l\u00fd \u1ee9ng d\u1ee5ng Gen AI trong l\u00e3nh \u0111\u1ea1o<\/h2>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Gen-AI-Bi-Kip-X100-Hieu-Suat-Cho-Nha-Lanh-Dao.webp\" alt=\"Gen AI - B\u00ed k\u00edp X100 Hi\u1ec7u su\u1ea5t cho nh\u00e0 l\u00e3nh \u0111\u1ea1o\" class=\"wp-image-57079\" srcset=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Gen-AI-Bi-Kip-X100-Hieu-Suat-Cho-Nha-Lanh-Dao.webp 1200w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Gen-AI-Bi-Kip-X100-Hieu-Suat-Cho-Nha-Lanh-Dao-300x157.webp 300w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Gen-AI-Bi-Kip-X100-Hieu-Suat-Cho-Nha-Lanh-Dao-768x402.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>Sau khi \u0111\u00e3 n\u1eafm v\u1eefng <strong>kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u00e0 n\u0103ng l\u1ef1c hi\u1ec7n t\u1ea1i c\u1ee7a Gen AI<\/strong>, b\u1ea1n c\u00f3 th\u1ec3 nh\u1eadn ra ti\u1ec1m n\u0103ng to l\u1edbn m\u00e0 Gen AI mang l\u1ea1i cho doanh nghi\u1ec7p.<\/p>\n\n\n\n<p>Tuy nhi\u00ean, vi\u1ec7c hi\u1ec3u bi\u1ebft l\u00e0 m\u1ed9t chuy\u1ec7n, c\u00f2n vi\u1ec7c \u00e1p d\u1ee5ng hi\u1ec7u qu\u1ea3 v\u00e0o th\u1ef1c ti\u1ec5n l\u1ea1i l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c kh\u00e1c. \u0110\u1ec3 <strong>Gen AI th\u1ef1c s\u1ef1 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd trong tay c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o<\/strong>, ch\u00fang ta c\u1ea7n bi\u1ebft c\u00e1ch t\u00edch h\u1ee3p n\u00f3 v\u00e0o c\u00e1c kh\u00eda c\u1ea1nh quan tr\u1ecdng c\u1ee7a qu\u1ea3n l\u00fd v\u00e0 \u0111i\u1ec1u h\u00e0nh.<\/p>\n\n\n\n<p>Trong ph\u1ea7n ti\u1ebfp theo, ch\u00fang ta s\u1ebd kh\u00e1m ph\u00e1 <strong>c\u00e1ch \u1ee9ng d\u1ee5ng Gen AI trong l\u00e3nh \u0111\u1ea1o<\/strong>, bao g\u1ed3m vi\u1ec7c bi\u1ebfn AI th\u00e0nh tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 th\u1eadm ch\u00ed l\u00e0 <strong>nguy\u00ean l\u00fd ra l\u1ec7nh cho Gen AI hi\u1ec7u qu\u1ea3<\/strong>.<\/p>\n\n\n\n<p>Nh\u1eefng n\u1ed9i dung n\u00e0y s\u1ebd cung c\u1ea5p cho b\u1ea1n c\u00e1i nh\u00ecn c\u1ee5 th\u1ec3 v\u00e0 th\u1ef1c ti\u1ec5n v\u1ec1 c\u00e1ch Gen AI c\u00f3 th\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c, gi\u00fap b\u1ea1n d\u1eabn d\u1eaft doanh nghi\u1ec7p ti\u1ebfn xa h\u01a1n trong k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n\n\n\n<p>\u0110\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n hi\u1ec3u v\u1ec1&#8230;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.1. Th\u1ebf n\u00e0o l\u00e0 l\u00e0m ch\u1ee7 Gen AI?<\/h3>\n\n\n\n<p>\u0110\u1ec3 Gen AI th\u1ef1c s\u1ef1 tr\u1edf th\u00e0nh tr\u1ee3 l\u00fd \u0111\u1eafc l\u1ef1c cho l\u00e3nh \u0111\u1ea1o, vi\u1ec7c giao ti\u1ebfp v\u1edbi Gen AI c\u1ea7n \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Kh\u00e1c v\u1edbi con ng\u01b0\u1eddi, Gen AI hi\u1ec3u v\u00e0 ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean c\u00e1ch th\u1ee9c m\u00e0 prompt \u0111\u01b0\u1ee3c di\u1ec5n \u0111\u1ea1t. M\u1ed9t prompt r\u00f5 r\u00e0ng v\u00e0 ch\u00ednh x\u00e1c s\u1ebd gi\u00fap Gen AI cung c\u1ea5p k\u1ebft qu\u1ea3 ph\u00f9 h\u1ee3p, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 n\u00e2ng cao hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p>N\u00ean nh\u1edb r\u1eb1ng:<\/p>\n\n\n\n<p class=\"has-text-align-center\">L\u00e0m ch\u1ee7 Gen AI kh\u00f4ng ph\u1ea3i l\u00e0 l\u00e0m ch\u1ee7 c\u00f4ng c\u1ee5 Gen AI<\/p>\n\n\n\n<p class=\"has-text-align-center\">L\u00e0m ch\u1ee7 Gen AI l\u00e0 l\u00e0m ch\u1ee7 t\u01b0 duy s\u1eed d\u1ee5ng Gen AI<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2. 5 Nguy\u00ean l\u00fd vi\u1ebft prompt hi\u1ec7u qu\u1ea3<\/h3>\n\n\n\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 5 nguy\u00ean l\u00fd gi\u00fap b\u1ea1n m\u00f4 t\u1ea3 v\u00e0 h\u01b0\u1edbng d\u1eabn nhi\u1ec7m v\u1ee5 cho Gen AI hi\u1ec7u qu\u1ea3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>R\u00f5 r\u00e0ng v\u00e0 c\u1ee5 th\u1ec3<\/strong>: Tr\u00ecnh b\u00e0y prompt m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng, tr\u00e1nh s\u1ef1 m\u01a1 h\u1ed3. Cung c\u1ea5p chi ti\u1ebft c\u1ee5 th\u1ec3 v\u1ec1 y\u00eau c\u1ea7u c\u1ee7a b\u1ea1n.<\/li>\n\n\n\n<li><strong>Ng\u1eef c\u1ea3nh \u0111\u1ea7y \u0111\u1ee7<\/strong>: \u0110\u1eb7t prompt trong b\u1ed1i c\u1ea3nh ph\u00f9 h\u1ee3p \u0111\u1ec3 Gen AI hi\u1ec3u ch\u00ednh x\u00e1c m\u1ee5c ti\u00eau v\u00e0 ph\u1ea1m vi c\u1ee7a nhi\u1ec7m v\u1ee5.<\/li>\n\n\n\n<li><strong>S\u1eed d\u1ee5ng ng\u00f4n ng\u1eef \u0111\u01a1n gi\u1ea3n<\/strong>: Tr\u00e1nh s\u1eed d\u1ee5ng thu\u1eadt ng\u1eef ph\u1ee9c t\u1ea1p ho\u1eb7c ng\u00f4n ng\u1eef b\u00f3ng b\u1ea9y. Ng\u00f4n ng\u1eef \u0111\u01a1n gi\u1ea3n gi\u00fap Gen AI x\u1eed l\u00fd prompt t\u1ed1t h\u01a1n.<\/li>\n\n\n\n<li><strong>\u0110\u1eb7t y\u00eau c\u1ea7u theo t\u1eebng b\u01b0\u1edbc<\/strong>: N\u1ebfu nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p, h\u00e3y chia nh\u1ecf th\u00e0nh c\u00e1c b\u01b0\u1edbc c\u1ee5 th\u1ec3 \u0111\u1ec3 Gen AI th\u1ef1c hi\u1ec7n tu\u1ea7n t\u1ef1.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra v\u00e0 hi\u1ec7u ch\u1ec9nh<\/strong>: Sau khi nh\u1eadn k\u1ebft qu\u1ea3 t\u1eeb Gen AI, \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh prompt n\u1ebfu c\u1ea7n \u0111\u1ec3 c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4.3. H\u01b0\u1edbng d\u1eabn t\u1ed1i \u01b0u prompt t\u1eeb Open AI<\/h3>\n\n\n\n<p>OpenAI \u0111\u00e3 \u0111\u01b0a ra m\u1ed9t s\u1ed1 h\u01b0\u1edbng d\u1eabn t\u1ed1i \u01b0u <strong><a href=\"https:\/\/platform.openai.com\/docs\/guides\/prompt-generation\" target=\"_blank\" rel=\"noreferrer noopener\">Prompt Engineering<\/a><\/strong> gi\u00fap ng\u01b0\u1eddi d\u00f9ng vi\u1ebft prompt hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1ed1i \u01b0u h\u00f3a t\u01b0\u01a1ng t\u00e1c gi\u1eefa con ng\u01b0\u1eddi v\u00e0 Gen AI.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hi\u1ec3u nhi\u1ec7m v\u1ee5 li\u00ean quan \u0111\u1ebfn prompt ban \u0111\u1ea7u<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Tr\u01b0\u1edbc khi vi\u1ebft prompt , c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 nhi\u1ec7m v\u1ee5 m\u00e0 b\u1ea1n mu\u1ed1n Gen AI th\u1ef1c hi\u1ec7n. Hi\u1ec3u r\u00f5 m\u1ee5c ti\u00eau s\u1ebd gi\u00fap b\u1ea1n \u0111\u1ecbnh h\u00ecnh prompt m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u1ef1c hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i t\u1ed1i thi\u1ec3u \u0111\u1ed1i v\u1edbi prompt ban \u0111\u1ea7u<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Khi c\u1ea7n ch\u1ec9nh s\u1eeda prompt, h\u00e3y th\u1ef1c hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i nh\u1ecf nh\u1ea5t c\u00f3 th\u1ec3 \u0111\u1ec3 gi\u1eef nguy\u00ean \u00fd ngh\u0129a g\u1ed1c. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ea3m b\u1ea3o r\u1eb1ng Gen AI v\u1eabn hi\u1ec3u \u0111\u00fang y\u00eau c\u1ea7u c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u1eb7t ph\u1ea7n h\u01b0\u1edbng d\u1eabn tr\u01b0\u1edbc ph\u1ea7n suy lu\u1eadn v\u00e0 k\u1ebft lu\u1eadn<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Trong prompt, ph\u1ea7n h\u01b0\u1edbng d\u1eabn chi ti\u1ebft n\u00ean \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc b\u1ea5t k\u1ef3 b\u01b0\u1edbc suy lu\u1eadn hay k\u1ebft lu\u1eadn n\u00e0o. \u0110i\u1ec1u n\u00e0y gi\u00fap Gen AI n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c quy tr\u00ecnh th\u1ef1c hi\u1ec7n tr\u01b0\u1edbc khi \u0111i \u0111\u1ebfn k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Quy \u0111\u1ecbnh r\u00f5 r\u00e0ng ph\u1ea7n suy lu\u1eadn v\u00e0 ph\u1ea7n k\u1ebft lu\u1eadn<\/strong><\/li>\n<\/ul>\n\n\n\n<p>H\u00e3y ph\u00e2n bi\u1ec7t r\u00f5 r\u00e0ng gi\u1eefa c\u00e1c b\u01b0\u1edbc suy lu\u1eadn v\u00e0 ph\u1ea7n k\u1ebft lu\u1eadn trong prompt. \u0110\u1ea3m b\u1ea3o s\u1eafp x\u1ebfp ch\u00fang theo th\u1ee9 t\u1ef1, v\u1edbi c\u00e1c b\u01b0\u1edbc suy lu\u1eadn \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea tr\u01b0\u1edbc, sau \u0111\u00f3 m\u1edbi \u0111\u1ebfn k\u1ebft lu\u1eadn.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u1eb7t k\u1ebft lu\u1eadn \u1edf cu\u1ed1i prompt <\/strong><\/li>\n<\/ul>\n\n\n\n<p>K\u1ebft lu\u1eadn n\u00ean l\u00e0 ph\u1ea7n cu\u1ed1i c\u00f9ng trong prompt \u0111\u1ec3 Gen AI c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p th\u00f4ng tin v\u00e0 \u0111\u01b0a ra k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c sau khi ho\u00e0n th\u00e0nh c\u00e1c b\u01b0\u1edbc suy lu\u1eadn.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u00e8n v\u00ed d\u1ee5 v\u00e0o prompt<\/strong><\/li>\n<\/ul>\n\n\n\n<p>S\u1eed d\u1ee5ng c\u00e1c v\u00ed d\u1ee5 c\u1ee5 th\u1ec3 trong prompt \u0111\u1ec3 minh h\u1ecda y\u00eau c\u1ea7u c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y gi\u00fap Gen AI hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhi\u1ec7m v\u1ee5 v\u00e0 c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L\u00e0m r\u00f5 v\u00e0 ng\u1eafn g\u1ecdn prompt<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Vi\u1ebft prompt m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng, tr\u00e1nh d\u00e0i d\u00f2ng v\u00e0 ph\u1ee9c t\u1ea1p. Prompt ng\u1eafn g\u1ecdn v\u00e0 t\u1eadp trung v\u00e0o tr\u1ecdng \u0111i\u1ec3m s\u1ebd gi\u00fap Gen AI x\u1eed l\u00fd nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>S\u1eed d\u1ee5ng \u0111\u1ecbnh d\u1ea1ng \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 ch\u1ec9 \u0111\u1ecbnh \u0111\u1ea7u ra mong mu\u1ed1n<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u00c1p d\u1ee5ng c\u00e1c d\u1ea5u hi\u1ec7u \u0111\u1ecbnh d\u1ea1ng nh\u01b0 d\u1ea5u g\u1ea1ch \u0111\u1ea7u d\u00f2ng, s\u1ed1 th\u1ee9 t\u1ef1 ho\u1eb7c in \u0111\u1eadm \u0111\u1ec3 ch\u1ec9 r\u00f5 c\u00e1c ph\u1ea7n quan tr\u1ecdng trong prompt v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra m\u00e0 b\u1ea1n mong mu\u1ed1n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Gi\u1eef nguy\u00ean prompt ban \u0111\u1ea7u, chia th\u00e0nh c\u00e1c ph\u1ea7n ph\u1ee5 n\u1ebfu c\u1ea7n<\/strong><\/li>\n<\/ul>\n\n\n\n<p>N\u1ebfu prompt qu\u00e1 d\u00e0i ho\u1eb7c ph\u1ee9c t\u1ea1p, h\u00e3y chia th\u00e0nh c\u00e1c ph\u1ea7n nh\u1ecf h\u01a1n ho\u1eb7c c\u00e1c b\u01b0\u1edbc ph\u1ee5 \u0111\u1ec3 Gen AI d\u1ec5 d\u00e0ng theo d\u00f5i v\u00e0 th\u1ef1c hi\u1ec7n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Gi\u1eef nguy\u00ean c\u00e1c h\u1eb1ng s\u1ed1 v\u00e0 th\u00f4ng tin quan tr\u1ecdng<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1ea3m b\u1ea3o r\u1eb1ng b\u1ea5t k\u1ef3 th\u00f4ng tin quan tr\u1ecdng ho\u1eb7c h\u1eb1ng s\u1ed1 n\u00e0o trong prompt ban \u0111\u1ea7u \u0111\u1ec1u \u0111\u01b0\u1ee3c gi\u1eef nguy\u00ean trong prompt \u0111\u00e3 ch\u1ec9nh s\u1eeda, tr\u00e1nh l\u00e0m m\u1ea5t m\u00e1t d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.4. C\u1ea5u tr\u00fac prompt t\u1ed5ng qu\u00e1t CPCO<\/h3>\n\n\n\n<p>C\u1ea5u tr\u00fac prompt t\u1ed5ng qu\u00e1t \u0111\u01b0\u1ee3c c\u00e1c chuy\u00ean gia khuy\u1ebfn ngh\u1ecb \u0111\u01a1n gi\u1ea3n bao g\u1ed3m b\u1ed1n th\u00e0nh ph\u1ea7n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Character<\/strong> (Nh\u00e2n v\u1eadt)<\/li>\n\n\n\n<li><strong>Purpose<\/strong> (M\u1ee5c \u0111\u00edch)<\/li>\n\n\n\n<li><strong>Context<\/strong> (B\u1ed1i c\u1ea3nh)<\/li>\n\n\n\n<li>v\u00e0 <strong>Output<\/strong> (\u0110\u1ea7u ra).<\/li>\n<\/ul>\n\n\n\n<p>\u00c1p d\u1ee5ng c\u1ea5u tr\u00fac n\u00e0y gi\u00fap b\u1ea1n x\u00e2y d\u1ef1ng prompt m\u1ed9t c\u00e1ch logic v\u00e0 hi\u1ec7u qu\u1ea3, t\u1ed1i \u01b0u h\u00f3a kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 c\u1ee7a Gen AI trong c\u00f4ng vi\u1ec7c l\u00e3nh \u0111\u1ea1o.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">C\u00f4ng th\u1ee9c prompt CPCO t\u1ed5ng qu\u00e1t:<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>B\u1ea1n l\u00e0 [Character]. H\u00e3y [Purpose], d\u1ef1a tr\u00ean [Context]. Vui l\u00f2ng [Output]<\/em><\/p>\n\n\n\n<p>V\u00ed d\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Character<\/strong>: chuy\u00ean gia ph\u00e2n t\u00edch t\u00e0i ch\u00ednh<\/li>\n\n\n\n<li><strong>Purpose<\/strong>: ph\u00e2n t\u00edch xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n<\/li>\n\n\n\n<li><strong>Context<\/strong>: d\u1eef li\u1ec7u t\u1eeb qu\u00fd 1 n\u0103m 2024 trong file \u0111\u00ednh k\u00e8m v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a ch\u00ednh s\u00e1ch kinh t\u1ebf m\u1edbi<\/li>\n\n\n\n<li><strong>Output<\/strong>: tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng b\u00e1o c\u00e1o ng\u1eafn g\u1ecdn v\u1edbi c\u00e1c \u0111i\u1ec3m ch\u00ednh \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea<\/li>\n<\/ul>\n\n\n\n<p>Nh\u01b0 v\u1eady, t\u1ed5ng h\u1ee3p l\u1ea1i ta c\u00f3 prompt ho\u00e0n ch\u1ec9nh:<\/p>\n\n\n\n<p><em>&#8220;B\u1ea1n l\u00e0 m\u1ed9t <strong>chuy\u00ean gia ph\u00e2n t\u00edch t\u00e0i ch\u00ednh<\/strong>. H\u00e3y <strong>ph\u00e2n t\u00edch xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n<\/strong>, d\u1ef1a tr\u00ean <strong>d\u1eef li\u1ec7u t\u1eeb qu\u00fd 1 n\u0103m 2024 trong file \u0111\u00ednh k\u00e8m v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a ch\u00ednh s\u00e1ch kinh t\u1ebf m\u1edbi<\/strong>. Vui l\u00f2ng <strong>tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng b\u00e1o c\u00e1o ng\u1eafn g\u1ecdn v\u1edbi c\u00e1c \u0111i\u1ec3m ch\u00ednh \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea<\/strong>.&#8221;<\/em><\/p>\n\n\n\n<p><strong>L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng c\u1ea5u tr\u00fac CPCO:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>R\u00f5 r\u00e0ng v\u00e0 ch\u00ednh x\u00e1c<\/strong>: Gi\u00fap AI hi\u1ec3u \u0111\u00fang vai tr\u00f2 v\u00e0 nhi\u1ec7m v\u1ee5, gi\u1ea3m thi\u1ec3u sai s\u00f3t.<\/li>\n\n\n\n<li><strong>Ti\u1ebft ki\u1ec7m th\u1eddi gian<\/strong>: H\u1ea1n ch\u1ebf vi\u1ec7c ph\u1ea3i \u0111i\u1ec1u ch\u1ec9nh l\u1ec7nh nhi\u1ec1u l\u1ea7n do th\u00f4ng tin kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7.<\/li>\n\n\n\n<li><strong>\u0110\u1ea7u ra ph\u00f9 h\u1ee3p<\/strong>: \u0110\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3 \u0111\u00e1p \u1ee9ng \u0111\u00fang mong \u0111\u1ee3i v\u1ec1 n\u1ed9i dung v\u00e0 \u0111\u1ecbnh d\u1ea1ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">V\u00ed d\u1ee5 v\u1ec1 c\u00e1c prompt CPCO m\u1eabu<\/h4>\n\n\n\n<p><strong>Qu\u1ea3n l\u00fd d\u1ef1 \u00e1n<\/strong>:<\/p>\n\n\n\n<p><em>&#8220;B\u1ea1n l\u00e0 m\u1ed9t <strong>tr\u1ee3 l\u00fd qu\u1ea3n l\u00fd d\u1ef1 \u00e1n<\/strong>. H\u00e3y <strong>t\u1ea1o danh s\u00e1ch c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ea7n ho\u00e0n th\u00e0nh cho d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m m\u1edbi<\/strong>, v\u1edbi <strong>b\u1ed1i c\u1ea3nh l\u00e0 ch\u00fang ta c\u1ea7n ra m\u1eaft s\u1ea3n ph\u1ea9m v\u00e0o cu\u1ed1i qu\u00fd 4<\/strong>. Vui l\u00f2ng <strong>tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng b\u1ea3ng v\u1edbi th\u1eddi h\u1ea1n v\u00e0 ng\u01b0\u1eddi ph\u1ee5 tr\u00e1ch<\/strong>.&#8221;<\/em><\/p>\n\n\n\n<p><strong>Truy\u1ec1n th\u00f4ng n\u1ed9i b\u1ed9<\/strong>:<\/p>\n\n\n\n<p><em>&#8220;B\u1ea1n l\u00e0 m\u1ed9t <strong>chuy\u00ean gia truy\u1ec1n th\u00f4ng<\/strong>. H\u00e3y <strong>so\u1ea1n th\u1ea3o th\u00f4ng b\u00e1o n\u1ed9i b\u1ed9 v\u1ec1 vi\u1ec7c tri\u1ec3n khai ch\u00ednh s\u00e1ch l\u00e0m vi\u1ec7c t\u1eeb xa m\u1edbi<\/strong>, d\u1ef1a tr\u00ean <strong>quy\u1ebft \u0111\u1ecbnh c\u1ee7a ban l\u00e3nh \u0111\u1ea1o v\u00e0 ph\u1ea3n h\u1ed3i t\u1eeb nh\u00e2n vi\u00ean<\/strong>. Vui l\u00f2ng <strong>vi\u1ebft v\u1edbi gi\u1ecdng \u0111i\u1ec7u th\u00e2n thi\u1ec7n v\u00e0 kh\u00edch l\u1ec7<\/strong>.&#8221;<\/em><\/p>\n\n\n\n<p><strong>Ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c kinh doanh:<\/strong><\/p>\n\n\n\n<p><em>&#8220;B\u1ea1n l\u00e0 m\u1ed9t <strong>c\u1ed1 v\u1ea5n chi\u1ebfn l\u01b0\u1ee3c kinh doanh<\/strong>. H\u00e3y <strong>\u0111\u1ec1 xu\u1ea5t c\u00e1c c\u01a1 h\u1ed9i m\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng \u1edf \u0110\u00f4ng Nam \u00c1<\/strong>, trong <strong>b\u1ed1i c\u1ea3nh c\u00f4ng ty mu\u1ed1n t\u0103ng tr\u01b0\u1edfng doanh s\u1ed1 20% trong n\u0103m t\u1edbi<\/strong>. Vui l\u00f2ng <strong>tr\u00ecnh b\u00e0y c\u00e1c \u0111\u1ec1 xu\u1ea5t d\u01b0\u1edbi d\u1ea1ng danh s\u00e1ch \u01b0u ti\u00ean, k\u00e8m theo ph\u00e2n t\u00edch l\u1ee3i \u00edch v\u00e0 r\u1ee7i ro<\/strong>.&#8221;<\/em><\/p>\n\n\n\n<p><strong>\u0110\u00e0o t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n nh\u00e2n vi\u00ean:<\/strong><\/p>\n\n\n\n<p><em>&#8220;B\u1ea1n l\u00e0 m\u1ed9t <strong>chuy\u00ean gia \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1<\/strong>. H\u00e3y <strong>thi\u1ebft k\u1ebf ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o k\u1ef9 n\u0103ng l\u00e3nh \u0111\u1ea1o cho qu\u1ea3n l\u00fd c\u1ea5p trung<\/strong>, v\u1edbi <strong>b\u1ed1i c\u1ea3nh c\u00f4ng ty \u0111ang m\u1edf r\u1ed9ng v\u00e0 c\u1ea7n n\u00e2ng cao n\u0103ng l\u1ef1c qu\u1ea3n l\u00fd<\/strong>. Vui l\u00f2ng <strong>tr\u00ecnh b\u00e0y ch\u01b0\u01a1ng tr\u00ecnh d\u01b0\u1edbi d\u1ea1ng k\u1ebf ho\u1ea1ch 6 th\u00e1ng, bao g\u1ed3m m\u1ee5c ti\u00eau v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0o t\u1ea1o<\/strong>.&#8221;<\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.5. L\u01b0u \u00fd khi vi\u1ebft prompt AI<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ki\u1ec3m so\u00e1t b\u1ea3o m\u1eadt th\u00f4ng tin<\/strong>: Khi y\u00eau c\u1ea7u Gen AI x\u1eed l\u00fd th\u00f4ng tin nh\u1ea1y c\u1ea3m, \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c b\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.<\/li>\n\n\n\n<li><strong>Tr\u00e1nh th\u00e0nh ki\u1ebfn v\u00e0 thi\u00ean v\u1ecb<\/strong>: \u0110\u1ea3m b\u1ea3o l\u1ec7nh kh\u00f4ng ch\u1ee9a ng\u00f4n ng\u1eef thi\u00ean v\u1ecb ho\u1eb7c ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed, \u0111\u1ec3 Gen AI kh\u00f4ng t\u1ea1o ra k\u1ebft qu\u1ea3 kh\u00f4ng mong mu\u1ed1n.<\/li>\n\n\n\n<li><strong>C\u1eadp nh\u1eadt li\u00ean t\u1ee5c<\/strong>: C\u00f4ng ngh\u1ec7 Gen AI li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n, do \u0111\u00f3, th\u01b0\u1eddng xuy\u00ean c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng ra l\u1ec7nh s\u1ebd gi\u00fap t\u1eadn d\u1ee5ng t\u1ed1i \u0111a kh\u1ea3 n\u0103ng c\u1ee7a Gen AI.<\/li>\n<\/ul>\n\n\n\n<p>Vi\u1ec7c n\u1eafm v\u1eefng nguy\u00ean l\u00fd ra l\u1ec7nh cho Gen AI v\u00e0 \u00e1p d\u1ee5ng ch\u00fang v\u00e0o c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y s\u1ebd gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c h\u01a1n. Gen AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5, m\u00e0 khi \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c, \u0111\u1ed3ng h\u00e0nh c\u00f9ng l\u00e3nh \u0111\u1ea1o trong vi\u1ec7c \u0111\u1ecbnh h\u00ecnh v\u00e0 d\u1eabn d\u1eaft t\u01b0\u01a1ng lai c\u1ee7a doanh nghi\u1ec7p.<\/p>\n\n\n<span style=\"--tl-form-height-m:800.781px;--tl-form-height-t:711.594px;--tl-form-height-d:711.594px;\" class=\"tl-placeholder-f-type-shortcode_57110 tl-preload-form\"><span><\/span><\/span>\n\n\n<h2 class=\"wp-block-heading\">5. 19+ \u1ee8ng d\u1ee5ng Gen AI trong ho\u1ea1t \u0111\u1ed9ng l\u00e3nh \u0111\u1ea1o<\/h2>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ung-Dung-Cua-Gen-AI.webp\" alt=\"\u1ee8ng d\u1ee5ng c\u1ee7a Gen AI\" class=\"wp-image-57087\" srcset=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ung-Dung-Cua-Gen-AI.webp 1200w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ung-Dung-Cua-Gen-AI-300x225.webp 300w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ung-Dung-Cua-Gen-AI-400x300.webp 400w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Ung-Dung-Cua-Gen-AI-768x576.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng Gen AI n\u1ed5i b\u1eadt m\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">5.1. H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u1ef1 b\u00e1o xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng<\/strong>: Gen AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng ti\u00eau d\u00f9ng, bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li><strong>Ph\u00e2n t\u00edch c\u1ea1nh tranh<\/strong>: So s\u00e1nh hi\u1ec7u su\u1ea5t c\u1ee7a doanh nghi\u1ec7p v\u1edbi \u0111\u1ed1i th\u1ee7, nh\u1eadn di\u1ec7n \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c kinh doanh.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.2. H\u1ed7 tr\u1ee3 l\u1eadp chi\u1ebfn l\u01b0\u1ee3c kinh doanh<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch SWOT t\u1ef1 \u0111\u1ed9ng<\/strong>: Gen AI gi\u00fap x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh, \u0111i\u1ec3m y\u1ebfu, c\u01a1 h\u1ed9i v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a doanh nghi\u1ec7p m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/li>\n\n\n\n<li><strong>M\u00f4 ph\u1ecfng k\u1ecbch b\u1ea3n kinh doanh<\/strong>: D\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 c\u1ee7a c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh kh\u00e1c nhau, gi\u00fap l\u00e3nh \u0111\u1ea1o l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n t\u1ed1i \u01b0u.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.3. H\u1ed7 tr\u1ee3 l\u1eadp chi\u1ebfn l\u01b0\u1ee3c th\u01b0\u01a1ng hi\u1ec7u<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch nh\u1eadn di\u1ec7n th\u01b0\u01a1ng hi\u1ec7u<\/strong>: \u0110\u00e1nh gi\u00e1 nh\u1eadn th\u1ee9c c\u1ee7a kh\u00e1ch h\u00e0ng v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 ph\u1ea3n h\u1ed3i kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li><strong>C\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng<\/strong>: S\u1eed d\u1ee5ng Gen AI \u0111\u1ec3 t\u1ea1o ra c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb nh\u1eafm \u0111\u1ebfn t\u1eebng nh\u00f3m kh\u00e1ch h\u00e0ng c\u1ee5 th\u1ec3, n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u00e0 trung th\u00e0nh.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.4. H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch b\u00e1o c\u00e1o<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a b\u00e1o c\u00e1o t\u00e0i ch\u00ednh<\/strong>: Gen AI t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u00e0i ch\u00ednh, ph\u00e1t hi\u1ec7n c\u00e1c xu h\u01b0\u1edbng v\u00e0 b\u1ea5t th\u01b0\u1eddng.<\/li>\n\n\n\n<li><strong>T\u00f3m t\u1eaft b\u00e1o c\u00e1o th\u00f4ng minh<\/strong>: Chuy\u1ec3n \u0111\u1ed5i c\u00e1c b\u00e1o c\u00e1o d\u00e0i th\u00e0nh c\u00e1c b\u1ea3n t\u00f3m t\u1eaft ng\u1eafn g\u1ecdn, n\u00eau b\u1eadt c\u00e1c \u0111i\u1ec3m ch\u00ednh cho l\u00e3nh \u0111\u1ea1o.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.5. H\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh kinh doanh<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1edbn<\/strong>: Gen AI cung c\u1ea5p c\u00e1c ph\u00e2n t\u00edch chuy\u00ean s\u00e2u, gi\u00fap l\u00e3nh \u0111\u1ea1o \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean th\u00f4ng tin ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 r\u1ee7i ro v\u00e0 c\u01a1 h\u1ed9i<\/strong>: Nh\u1eadn di\u1ec7n c\u00e1c r\u1ee7i ro ti\u1ec1m \u1ea9n v\u00e0 c\u01a1 h\u1ed9i m\u1edbi, h\u1ed7 tr\u1ee3 trong vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.6. H\u1ed7 tr\u1ee3 l\u1eadp k\u1ebf ho\u1ea1ch kinh doanh<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u1ef1 b\u00e1o doanh thu v\u00e0 chi ph\u00ed<\/strong>: Gen AI s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n doanh thu v\u00e0 chi ph\u00ed t\u01b0\u01a1ng lai, gi\u00fap l\u1eadp k\u1ebf ho\u1ea1ch ng\u00e2n s\u00e1ch ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li><strong>T\u1ed1i \u01b0u h\u00f3a ngu\u1ed3n l\u1ef1c<\/strong>: \u0110\u1ec1 xu\u1ea5t c\u00e1ch ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c hi\u1ec7u qu\u1ea3, t\u1ed1i \u0111a h\u00f3a l\u1ee3i nhu\u1eadn v\u00e0 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.7. H\u1ed7 tr\u1ee3 \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>H\u1ecdc t\u1eadp c\u00e1 nh\u00e2n h\u00f3a<\/strong>: Gen AI \u0111\u1ec1 xu\u1ea5t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng nh\u00e2n vi\u00ean d\u1ef1a tr\u00ean k\u1ef9 n\u0103ng hi\u1ec7n t\u1ea1i v\u00e0 m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t h\u1ecdc t\u1eadp<\/strong>: Theo d\u00f5i ti\u1ebfn \u0111\u1ed9 v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, \u0111\u1ec1 xu\u1ea5t \u0111i\u1ec1u ch\u1ec9nh khi c\u1ea7n thi\u1ebft.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.8. H\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd nh\u00e2n vi\u00ean<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch hi\u1ec7u su\u1ea5t nh\u00e2n vi\u00ean<\/strong>: \u0110\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, gi\u00fap nh\u1eadn di\u1ec7n nh\u00e2n vi\u00ean xu\u1ea5t s\u1eafc v\u00e0 nh\u1eefng ng\u01b0\u1eddi c\u1ea7n h\u1ed7 tr\u1ee3.<\/li>\n\n\n\n<li><strong>D\u1ef1 b\u00e1o t\u00ecnh h\u00ecnh nh\u00e2n s\u1ef1<\/strong>: D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng ngh\u1ec9 vi\u1ec7c, \u0111\u1ec1 xu\u1ea5t bi\u1ec7n ph\u00e1p gi\u1eef ch\u00e2n nh\u00e2n t\u00e0i.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.9. H\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng v\u0103n h\u00f3a doanh nghi\u1ec7p<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c<\/strong>: Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb nh\u00e2n vi\u00ean \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng v\u00e0 g\u1eafn k\u1ebft.<\/li>\n\n\n\n<li><strong>\u0110\u1ec1 xu\u1ea5t c\u1ea3i thi\u1ec7n m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c<\/strong>: Gen AI \u0111\u01b0a ra g\u1ee3i \u00fd \u0111\u1ec3 n\u00e2ng cao tinh th\u1ea7n l\u00e0m vi\u1ec7c v\u00e0 v\u0103n h\u00f3a doanh nghi\u1ec7p.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.10. H\u1ed7 tr\u1ee3 truy\u1ec1n th\u00f4ng n\u1ed9i b\u1ed9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng b\u00e1o v\u00e0 c\u1eadp nh\u1eadt<\/strong>: G\u1eedi th\u00f4ng tin quan tr\u1ecdng \u0111\u1ebfn nh\u00e2n vi\u00ean m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li><strong>Ph\u00e2n t\u00edch ph\u1ea3n h\u1ed3i n\u1ed9i b\u1ed9<\/strong>: Thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch \u00fd ki\u1ebfn t\u1eeb nh\u00e2n vi\u00ean \u0111\u1ec3 c\u1ea3i thi\u1ec7n quy tr\u00ecnh v\u00e0 ch\u00ednh s\u00e1ch.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.11. H\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng th\u01b0\u01a1ng hi\u1ec7u c\u00e1 nh\u00e2n<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qu\u1ea3n l\u00fd h\u00ecnh \u1ea3nh tr\u1ef1c tuy\u1ebfn<\/strong>: Gi\u00fap l\u00e3nh \u0111\u1ea1o theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd h\u00ecnh \u1ea3nh c\u00e1 nh\u00e2n tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng.<\/li>\n\n\n\n<li><strong>Ph\u00e2n t\u00edch t\u01b0\u01a1ng t\u00e1c<\/strong>: \u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 \u1ea3nh h\u01b0\u1edfng v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00f4ng ch\u00fang, \u0111\u1ec1 xu\u1ea5t c\u00e1ch c\u1ea3i thi\u1ec7n.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.12. H\u1ed7 tr\u1ee3 t\u00f3m t\u1eaft v\u00e0 \u0111\u1ecdc s\u00e1ch<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u00f3m t\u1eaft n\u1ed9i dung<\/strong>: Gen AI t\u1ea1o ra b\u1ea3n t\u00f3m t\u1eaft t\u1eeb s\u00e1ch, b\u00e1o c\u00e1o ho\u1eb7c b\u00e0i vi\u1ebft d\u00e0i, gi\u00fap l\u00e3nh \u0111\u1ea1o n\u1eafm b\u1eaft th\u00f4ng tin nhanh ch\u00f3ng.<\/li>\n\n\n\n<li><strong>\u0110\u1ec1 xu\u1ea5t t\u00e0i li\u1ec7u \u0111\u1ecdc<\/strong>: G\u1ee3i \u00fd s\u00e1ch v\u00e0 t\u00e0i li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi l\u0129nh v\u1ef1c quan t\u00e2m v\u00e0 nhu c\u1ea7u ph\u00e1t tri\u1ec3n c\u1ee7a l\u00e3nh \u0111\u1ea1o.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.13. H\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u xu h\u01b0\u1edbng<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng<\/strong>: Nh\u1eadn di\u1ec7n c\u00e1c xu h\u01b0\u1edbng m\u1edbi n\u1ed5i trong ng\u00e0nh, gi\u00fap doanh nghi\u1ec7p \u0111i tr\u01b0\u1edbc \u0111\u1ed1i th\u1ee7.<\/li>\n\n\n\n<li><strong>D\u1ef1 b\u00e1o c\u00f4ng ngh\u1ec7<\/strong>: Theo d\u00f5i s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng ti\u1ec1m n\u0103ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.14. H\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u c\u00f4ng ngh\u1ec7<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kh\u00e1m ph\u00e1 c\u00f4ng ngh\u1ec7 m\u1edbi<\/strong>: Gen AI thu th\u1eadp th\u00f4ng tin v\u1ec1 c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng v\u00e0o doanh nghi\u1ec7p.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng tri\u1ec3n khai<\/strong>: Ph\u00e2n t\u00edch l\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c khi \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.15. H\u1ed7 tr\u1ee3 ti\u1ebfp c\u1eadn \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p \u0111\u1ed5i m\u1edbi<\/strong>: Gen AI g\u1ee3i \u00fd c\u00e1c c\u1ea3i ti\u1ebfn trong quy tr\u00ecnh v\u00e0 s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>H\u1ed7 tr\u1ee3 h\u1ee3p t\u00e1c v\u1edbi startup<\/strong>: T\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i h\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.16. H\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng quy tr\u00ecnh doanh nghi\u1ec7p<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh<\/strong>: Ph\u00e2n t\u00edch hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c quy tr\u00ecnh hi\u1ec7n t\u1ea1i, \u0111\u1ec1 xu\u1ea5t c\u1ea3i ti\u1ebfn \u0111\u1ec3 t\u0103ng hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c<\/strong>: S\u1eed d\u1ee5ng Gen AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng, gi\u1ea3m thi\u1ec3u sai s\u00f3t v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.17. H\u1ed7 tr\u1ee3 vi\u1ebft email<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>So\u1ea1n th\u1ea3o email th\u00f4ng minh<\/strong>: Gen AI \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung email chuy\u00ean nghi\u1ec7p d\u1ef1a tr\u00ean m\u1ee5c ti\u00eau v\u00e0 ng\u01b0\u1eddi nh\u1eadn.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra ng\u1eef ph\u00e1p v\u00e0 v\u0103n phong<\/strong>: \u0110\u1ea3m b\u1ea3o email kh\u00f4ng m\u1eafc l\u1ed7i v\u00e0 truy\u1ec1n \u0111\u1ea1t th\u00f4ng \u0111i\u1ec7p r\u00f5 r\u00e0ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.18. H\u1ed7 tr\u1ee3 vi\u1ebft recap cu\u1ed9c h\u1ecdp<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ghi ch\u00fa t\u1ef1 \u0111\u1ed9ng<\/strong>: Gen AI chuy\u1ec3n \u0111\u1ed5i \u00e2m thanh cu\u1ed9c h\u1ecdp th\u00e0nh v\u0103n b\u1ea3n, t\u00f3m t\u1eaft c\u00e1c \u0111i\u1ec3m ch\u00ednh.<\/li>\n\n\n\n<li><strong>Ph\u00e2n ph\u1ed1i th\u00f4ng tin<\/strong>: T\u1ef1 \u0111\u1ed9ng g\u1eedi b\u1ea3n recap \u0111\u1ebfn c\u00e1c th\u00e0nh vi\u00ean li\u00ean quan, \u0111\u1ea3m b\u1ea3o m\u1ecdi ng\u01b0\u1eddi \u0111\u1ec1u c\u1eadp nh\u1eadt.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5.19. H\u1ed7 tr\u1ee3 \u0111\u00e1nh gi\u00e1 nh\u00e2n s\u1ef1<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c<\/strong>: \u0110\u00e1nh gi\u00e1 nh\u00e2n vi\u00ean d\u1ef1a tr\u00ean KPI v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t kh\u00e1c.<\/li>\n\n\n\n<li><strong>\u0110\u1ec1 xu\u1ea5t l\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n<\/strong>: G\u1ee3i \u00fd k\u1ebf ho\u1ea1ch th\u0103ng ti\u1ebfn v\u00e0 \u0111\u00e0o t\u1ea1o cho t\u1eebng nh\u00e2n vi\u00ean.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. 3 B\u01b0\u1edbc tri\u1ec3n khai Gen AI trong doanh nghi\u1ec7p<\/h2>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Trien-Khai-Gen-AI-Trong-Doanh-Nghiep.webp\" alt=\"Tri\u1ec3n khai Gen AI trong doanh nghi\u1ec7p\" class=\"wp-image-57086\" srcset=\"https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Trien-Khai-Gen-AI-Trong-Doanh-Nghiep.webp 1200w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Trien-Khai-Gen-AI-Trong-Doanh-Nghiep-300x225.webp 300w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Trien-Khai-Gen-AI-Trong-Doanh-Nghiep-400x300.webp 400w, https:\/\/www.saokim.com.vn\/en\/wp-content\/uploads\/2024\/11\/Trien-Khai-Gen-AI-Trong-Doanh-Nghiep-768x576.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>Gen AI \u0111ang ph\u00e1t tri\u1ec3n r\u1ea5t nhanh, nh\u01b0ng \u0111\u1ec3 \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c Gen AI trong doanh nghi\u1ec7p kh\u00f4ng ph\u1ea3i \u0111i\u1ec1u d\u1ec5 d\u00e0ng. V\u1edbi kinh nghi\u1ec7m \u1ee9ng d\u1ee5ng Gen AI cho ch\u00ednh Sao Kim v\u00e0 c\u00e1c kinh nghi\u1ec7m t\u1eeb \u0111\u1ed1i t\u00e1c, ch\u00fang t\u00f4i t\u1ed5ng k\u1ebft l\u1ea1i m\u1ed9t s\u1ed1 b\u01b0\u1edbc nh\u01b0 sau:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">B\u01b0\u1edbc 1: \u0110\u00e1nh gi\u00e1 nhu c\u1ea7u v\u00e0 m\u1ee5c ti\u00eau<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">X\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n b\u1eb1ng Gen AI<\/h4>\n\n\n\n<p>Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u tri\u1ec3n khai Gen AI, vi\u1ec7c \u0111\u1ea7u ti\u00ean l\u00e0 l\u00e3nh \u0111\u1ea1o c\u1ea7n th\u1ef1c hi\u1ec7n m\u1ed9t \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n v\u1ec1 nhu c\u1ea7u v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a doanh nghi\u1ec7p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch quy tr\u00ecnh kinh doanh hi\u1ec7n t\u1ea1i<\/strong>: X\u00e1c \u0111\u1ecbnh c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, t\u1ed1n nhi\u1ec1u th\u1eddi gian ho\u1eb7c ngu\u1ed3n l\u1ef1c, c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a b\u1eb1ng Gen AI.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 d\u1eef li\u1ec7u s\u1eb5n c\u00f3<\/strong>: Xem x\u00e9t l\u01b0\u1ee3ng v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u m\u00e0 doanh nghi\u1ec7p \u0111ang s\u1edf h\u1eefu, v\u00ec d\u1eef li\u1ec7u l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t cho c\u00e1c \u1ee9ng d\u1ee5ng Gen AI.<\/li>\n\n\n\n<li><strong>X\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu<\/strong>: Nh\u1eadn di\u1ec7n c\u00e1c l\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u00e0 nh\u1eefng khu v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n, n\u01a1i m\u00e0 Gen AI c\u00f3 th\u1ec3 mang l\u1ea1i gi\u00e1 tr\u1ecb gia t\u0103ng.<\/li>\n\n\n\n<li><strong>\u0110\u1ecbnh v\u1ecb m\u1ee5c ti\u00eau chi\u1ebfn l\u01b0\u1ee3c<\/strong>: X\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng m\u1ee5c ti\u00eau kinh doanh v\u00e0 c\u00e1ch Gen AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng m\u1ee5c ti\u00eau \u0111\u00f3.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0110\u1eb7t m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 v\u00e0 kh\u1ea3 thi<\/h4>\n\n\n\n<p>Sau khi x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u, vi\u1ec7c \u0111\u1eb7t ra c\u00e1c m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng gi\u00fap \u0111\u1ecbnh h\u01b0\u1edbng tri\u1ec3n khai Gen AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Thi\u1ebft l\u1eadp m\u1ee5c ti\u00eau SMART<\/strong>: \u0110\u1ea3m b\u1ea3o r\u1eb1ng m\u1ee5c ti\u00eau l\u00e0 C\u1ee5 th\u1ec3 (Specific), \u0110o l\u01b0\u1eddng \u0111\u01b0\u1ee3c (Measurable), C\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c (Achievable), Th\u1ef1c t\u1ebf (Realistic), v\u00e0 C\u00f3 th\u1eddi h\u1ea1n (Time-bound).<\/li>\n\n\n\n<li><strong>\u01afu ti\u00ean d\u1ef1 \u00e1n<\/strong>: X\u00e1c \u0111\u1ecbnh c\u00e1c d\u1ef1 \u00e1n Gen AI c\u00f3 ti\u1ec1m n\u0103ng mang l\u1ea1i l\u1ee3i \u00edch l\u1edbn nh\u1ea5t v\u00e0 \u01b0u ti\u00ean tri\u1ec3n khai ch\u00fang tr\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>\u0110\u1ecbnh ngh\u0129a KPI<\/strong>: Thi\u1ebft l\u1eadp c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t (Key Performance Indicators) \u0111\u1ec3 \u0111o l\u01b0\u1eddng v\u00e0 theo d\u00f5i ti\u1ebfn \u0111\u1ed9 c\u1ee7a vi\u1ec7c tri\u1ec3n khai Gen AI.<\/li>\n\n\n\n<li><strong>L\u1eadp k\u1ebf ho\u1ea1ch ng\u00e2n s\u00e1ch v\u00e0 ngu\u1ed3n l\u1ef1c<\/strong>: X\u00e1c \u0111\u1ecbnh ngu\u1ed3n l\u1ef1c c\u1ea7n thi\u1ebft v\u1ec1 t\u00e0i ch\u00ednh, nh\u00e2n s\u1ef1 v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh tri\u1ec3n khai.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">B\u01b0\u1edbc 2: L\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 v\u00e0 \u0111\u1ed1i t\u00e1c ph\u00f9 h\u1ee3p<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">C\u00e1c n\u1ec1n t\u1ea3ng Gen AI ph\u1ed5 bi\u1ebfn cho doanh nghi\u1ec7p<\/h4>\n\n\n\n<p>Vi\u1ec7c l\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 Gen AI ph\u00f9 h\u1ee3p l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng quy\u1ebft \u0111\u1ecbnh s\u1ef1 th\u00e0nh c\u00f4ng:<\/p>\n\n\n\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 Generative AI (Gen AI) ph\u1ed5 bi\u1ebfn hi\u1ec7n nay v\u00e0 ch\u1ee9c n\u0103ng ch\u00ednh c\u1ee7a ch\u00fang:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/chat.openai.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">GPT-4<\/a> (OpenAI)<\/strong>: M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ti\u00ean ti\u1ebfn c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra v\u0103n b\u1ea3n t\u1ef1 nhi\u00ean, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi, vi\u1ebft b\u00e0i lu\u1eadn v\u00e0 h\u1ed7 tr\u1ee3 trong nhi\u1ec1u \u1ee9ng d\u1ee5ng nh\u01b0 d\u1ecbch thu\u1eadt, t\u00f3m t\u1eaft v\u0103n b\u1ea3n v\u00e0 t\u1ea1o n\u1ed9i dung s\u00e1ng t\u1ea1o.<\/li>\n\n\n\n<li><strong>ChatGPT (OpenAI)<\/strong>: \u1ee8ng d\u1ee5ng d\u1ef1a tr\u00ean GPT-3 v\u00e0 GPT-4, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi AI th\u00f4ng qua h\u1ed9i tho\u1ea1i t\u1ef1 nhi\u00ean. N\u00f3 c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi, cung c\u1ea5p th\u00f4ng tin v\u00e0 tham gia v\u00e0o c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi.<\/li>\n\n\n\n<li><strong>DALL\u00b7E 2 (OpenAI)<\/strong>: M\u00f4 h\u00ecnh AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o h\u00ecnh \u1ea3nh t\u1eeb m\u00f4 t\u1ea3 v\u0103n b\u1ea3n. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 nh\u1eadp m\u1ed9t m\u00f4 t\u1ea3 v\u00e0 DALL\u00b7E 2 s\u1ebd t\u1ea1o ra h\u00ecnh \u1ea3nh t\u01b0\u01a1ng \u1ee9ng.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/stability.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Stable Diffusion<\/a><\/strong>: M\u00f4 h\u00ecnh t\u1ea1o h\u00ecnh \u1ea3nh AI m\u00e3 ngu\u1ed3n m\u1edf, cho ph\u00e9p t\u1ea1o ra h\u00ecnh \u1ea3nh ch\u1ea5t l\u01b0\u1ee3ng cao t\u1eeb v\u0103n b\u1ea3n. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u1ed9ng \u0111\u1ed3ng \u0111\u1ec3 t\u1ea1o ngh\u1ec7 thu\u1eadt k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 h\u00ecnh \u1ea3nh s\u00e1ng t\u1ea1o.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.midjourney.com\/home\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Midjourney<\/a><\/strong>: M\u1ed9t d\u1ecbch v\u1ee5 AI t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o h\u00ecnh \u1ea3nh t\u1eeb v\u0103n b\u1ea3n th\u00f4ng qua n\u1ec1n t\u1ea3ng Discord. N\u00f3 \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi kh\u1ea3 n\u0103ng t\u1ea1o ra c\u00e1c h\u00ecnh \u1ea3nh ngh\u1ec7 thu\u1eadt \u0111\u1ed9c \u0111\u00e1o v\u00e0 phong c\u00e1ch.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.llama.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LLaMA<\/a> (Meta AI)<\/strong>: M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Meta (Facebook), \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u trong l\u0129nh v\u1ef1c AI v\u00e0 cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/claude.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Claude<\/a> (Anthropic)<\/strong>: M\u00f4 h\u00ecnh AI t\u1eadp trung v\u00e0o an to\u00e0n v\u00e0 \u0111\u1ea1o \u0111\u1ee9c, cung c\u1ea5p kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 h\u1ed7 tr\u1ee3 trong vi\u1ec7c t\u1ea1o n\u1ed9i dung v\u0103n b\u1ea3n m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.adobe.com\/vn_vi\/products\/firefly.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Adobe Firefly<\/a><\/strong>: B\u1ed9 c\u00f4ng c\u1ee5 AI c\u1ee7a Adobe cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda h\u00ecnh \u1ea3nh th\u00f4ng qua c\u00e1c l\u1ec7nh v\u0103n b\u1ea3n, t\u00edch h\u1ee3p trong c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 Photoshop v\u00e0 Illustrator.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/cohere.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Cohere<\/a><\/strong>: C\u00f4ng ty cung c\u1ea5p c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1ea1nh m\u1ebd cho doanh nghi\u1ec7p, gi\u00fap t\u1ea1o ra v\u0103n b\u1ea3n t\u1ef1 \u0111\u1ed9ng, ph\u00e2n t\u00edch ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng AI t\u00f9y ch\u1ec9nh.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Gemini<\/a> (Google)<\/strong>: M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef AI c\u1ee7a Google, thi\u1ebft k\u1ebf \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin v\u00e0 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n<\/ul>\n\n\n\n<p>Nh\u1eefng Gen AI n\u00e0y \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 s\u00e1ng t\u1ea1o n\u1ed9i dung, thi\u1ebft k\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, c\u00f3 r\u1ea5t nhi\u1ec1u c\u00f4ng c\u1ee5, ph\u1ea7n m\u1ec1m h\u1eefu \u00edch tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 v\u00e0 \u0111ang t\u00edch h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, t\u00edch h\u1ee3p Gen AI \u0111\u1ec3 tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n, g\u00f3p ph\u1ea7n n\u00e2ng cao hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c h\u01a1n r\u1ea5t nhi\u1ec1u so v\u1edbi tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">H\u1ee3p t\u00e1c v\u1edbi c\u00e1c chuy\u00ean gia v\u00e0 c\u00f4ng ty c\u00f4ng ngh\u1ec7<\/h4>\n\n\n\n<p>\u0110\u1ec3 tri\u1ec3n khai Gen AI hi\u1ec7u qu\u1ea3, vi\u1ec7c h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c c\u00f3 kinh nghi\u1ec7m l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u00ecm ki\u1ebfm \u0111\u1ed1i t\u00e1c tin c\u1eady<\/strong>: H\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7, nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ho\u1eb7c t\u01b0 v\u1ea5n c\u00f3 chuy\u00ean m\u00f4n s\u00e2u v\u1ec1 Gen AI.<\/li>\n\n\n\n<li><strong>Tham gia c\u1ed9ng \u0111\u1ed3ng AI<\/strong>: K\u1ebft n\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c, di\u1ec5n \u0111\u00e0n v\u00e0 s\u1ef1 ki\u1ec7n v\u1ec1 Gen AI \u0111\u1ec3 c\u1eadp nh\u1eadt xu h\u01b0\u1edbng v\u00e0 chia s\u1ebb kinh nghi\u1ec7m.<\/li>\n\n\n\n<li><strong>X\u00e2y d\u1ef1ng \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9<\/strong>: \u0110\u1ea7u t\u01b0 v\u00e0o vi\u1ec7c tuy\u1ec3n d\u1ee5ng v\u00e0 \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean c\u00f3 k\u1ef9 n\u0103ng v\u1ec1 Gen AI v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 v\u00e0 ch\u1ecdn l\u1ecdc c\u00f4ng ngh\u1ec7<\/strong>: Th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c gi\u1ea3i ph\u00e1p Gen AI tr\u01b0\u1edbc khi tri\u1ec3n khai r\u1ed9ng r\u00e3i.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">B\u01b0\u1edbc 3: \u0110\u00e0o t\u1ea1o v\u00e0 thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">N\u00e2ng cao nh\u1eadn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng v\u1ec1 Gen AI cho nh\u00e2n vi\u00ean<\/h4>\n\n\n\n<p>Con ng\u01b0\u1eddi l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh trong vi\u1ec7c \u00e1p d\u1ee5ng Gen AI th\u00e0nh c\u00f4ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o<\/strong>: T\u1ed5 ch\u1ee9c c\u00e1c kh\u00f3a h\u1ecdc, h\u1ed9i th\u1ea3o v\u00e0 workshop v\u1ec1 Gen AI cho nh\u00e2n vi\u00ean \u1edf m\u1ecdi c\u1ea5p \u0111\u1ed9.<\/li>\n\n\n\n<li><strong>Khuy\u1ebfn kh\u00edch h\u1ecdc t\u1eadp li\u00ean t\u1ee5c<\/strong>: T\u1ea1o m\u00f4i tr\u01b0\u1eddng th\u00fac \u0111\u1ea9y nh\u00e2n vi\u00ean t\u1ef1 h\u1ecdc v\u00e0 c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u1ec1 c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li>\n\n\n\n<li><strong>Chia s\u1ebb ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9<\/strong>: X\u00e2y d\u1ef1ng c\u00e1c nh\u00f3m l\u00e0m vi\u1ec7c v\u00e0 di\u1ec5n \u0111\u00e0n n\u1ed9i b\u1ed9 \u0111\u1ec3 chia s\u1ebb kinh nghi\u1ec7m v\u00e0 \u00fd t\u01b0\u1edfng v\u1ec1 Gen AI.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Khuy\u1ebfn kh\u00edch t\u01b0 duy \u0111\u1ed5i m\u1edbi v\u00e0 ch\u1ea5p nh\u1eadn c\u00f4ng ngh\u1ec7<\/h4>\n\n\n\n<p>Thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i \u00edch c\u1ee7a AI:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L\u00e3nh \u0111\u1ea1o ti\u00ean phong<\/strong>: L\u00e3nh \u0111\u1ea1o c\u1ea7n th\u1ec3 hi\u1ec7n cam k\u1ebft v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng trong vi\u1ec7c \u00e1p d\u1ee5ng Gen AI, l\u00e0m g\u01b0\u01a1ng cho nh\u00e2n vi\u00ean.<\/li>\n\n\n\n<li><strong>Th\u00fac \u0111\u1ea9y s\u00e1ng t\u1ea1o<\/strong>: Khuy\u1ebfn kh\u00edch nh\u00e2n vi\u00ean \u0111\u1ec1 xu\u1ea5t \u00fd t\u01b0\u1edfng v\u00e0 gi\u1ea3i ph\u00e1p m\u1edbi s\u1eed d\u1ee5ng Gen AI.<\/li>\n\n\n\n<li><strong>Qu\u1ea3n l\u00fd s\u1ef1 thay \u0111\u1ed5i<\/strong>: Th\u1ef1c hi\u1ec7n chi\u1ebfn l\u01b0\u1ee3c qu\u1ea3n l\u00fd thay \u0111\u1ed5i \u0111\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 kh\u00e1ng c\u1ef1 v\u00e0 lo ng\u1ea1i t\u1eeb nh\u00e2n vi\u00ean.<\/li>\n\n\n\n<li><strong>Khen th\u01b0\u1edfng v\u00e0 ghi nh\u1eadn<\/strong>: C\u00f4ng nh\u1eadn v\u00e0 th\u01b0\u1edfng cho nh\u1eefng c\u00e1 nh\u00e2n v\u00e0 nh\u00f3m c\u00f3 \u0111\u00f3ng g\u00f3p t\u00edch c\u1ef1c trong vi\u1ec7c tri\u1ec3n khai Gen AI.<\/li>\n<\/ul>\n\n\n\n<p>B\u1eb1ng c\u00e1ch <strong>\u0111\u00e1nh gi\u00e1 nhu c\u1ea7u v\u00e0 \u0111\u1eb7t m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng<\/strong>, <strong>l\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 v\u00e0 \u0111\u1ed1i t\u00e1c ph\u00f9 h\u1ee3p<\/strong>, c\u00f9ng v\u1edbi vi\u1ec7c <strong>\u0111\u00e0o t\u1ea1o v\u00e0 thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c<\/strong>, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 tri\u1ec3n khai Gen AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap <strong>t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh<\/strong>, m\u00e0 c\u00f2n t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng <strong>\u0111\u1ed5i m\u1edbi li\u00ean t\u1ee5c<\/strong>, chu\u1ea9n b\u1ecb cho doanh nghi\u1ec7p v\u1eefng b\u01b0\u1edbc trong t\u01b0\u01a1ng lai \u0111\u1ea7y bi\u1ebfn \u0111\u1ed9ng.<\/p>\n\n\n\n<p>Vi\u1ec7c tri\u1ec3n khai Gen AI l\u00e0 m\u1ed9t h\u00e0nh tr\u00ecnh \u0111\u00f2i h\u1ecfi s\u1ef1 cam k\u1ebft v\u00e0 t\u1ea7m nh\u00ecn d\u00e0i h\u1ea1n t\u1eeb l\u00e3nh \u0111\u1ea1o. Tuy nhi\u00ean, v\u1edbi chi\u1ebfn l\u01b0\u1ee3c \u0111\u00fang \u0111\u1eafn v\u00e0 s\u1ef1 h\u1ee3p t\u00e1c c\u1ee7a to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c, Gen AI s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t tr\u1ee3 l\u00fd \u0111\u1eafc l\u1ef1c, gi\u00fap n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u00ean g\u1ea5p nhi\u1ec1u l\u1ea7n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. Qu\u1ea3n l\u00fd \u0111\u1ed5i m\u1edbi trong k\u1ef7 nguy\u00ean AI<\/h2>\n\n\n\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng Gen AI kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 t\u00edch h\u1ee3p m\u1ed9t c\u00f4ng c\u1ee5 m\u1edbi m\u00e0 c\u00f2n \u0111\u00f2i h\u1ecfi s\u1ef1 <strong>thay \u0111\u1ed5i s\u00e2u s\u1eafc v\u1ec1 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c, t\u01b0 duy v\u00e0 c\u00e1ch th\u1ee9c l\u00e0m vi\u1ec7c<\/strong>. \u0110\u1ec3 d\u1eabn d\u1eaft \u0111\u1ed9i ng\u0169 v\u01b0\u1ee3t qua nh\u1eefng thay \u0111\u1ed5i n\u00e0y, <strong>c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u1ea7n tinh ch\u1ec9nh k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd \u0111\u1ed5i m\u1edbi \u0111\u1ed5i m\u1edbi<\/strong>, th\u00fac \u0111\u1ea9y m\u1ed9t v\u0103n h\u00f3a <strong>th\u00edch \u1ee9ng<\/strong> v\u00e0 <strong>ph\u1ea3n h\u1ed3i<\/strong> trong t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7.1. Tinh ch\u1ec9nh k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd thay \u0111\u1ed5i<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Hi\u1ec3u r\u00f5 v\u1ec1 Gen AI v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>N\u1eafm v\u1eefng ki\u1ebfn th\u1ee9c v\u1ec1 Gen AI<\/strong>: L\u00e3nh \u0111\u1ea1o c\u1ea7n hi\u1ec3u r\u00f5 kh\u1ea3 n\u0103ng, h\u1ea1n ch\u1ebf v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a Gen AI t\u1ed5ng qu\u00e1t trong l\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh.<\/li>\n\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng<\/strong>: Ph\u00e2n t\u00edch c\u00e1ch Gen AI s\u1ebd \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn quy tr\u00ecnh kinh doanh, c\u01a1 c\u1ea5u t\u1ed5 ch\u1ee9c v\u00e0 vai tr\u00f2 c\u1ee7a nh\u00e2n vi\u00ean.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ed5i m\u1edbi r\u00f5 r\u00e0ng<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3<\/strong>: \u0110\u1eb7t ra c\u00e1c m\u1ee5c ti\u00eau ng\u1eafn h\u1ea1n v\u00e0 d\u00e0i h\u1ea1n cho vi\u1ec7c tri\u1ec3n khai Gen AI.<\/li>\n\n\n\n<li><strong>L\u1eadp k\u1ebf ho\u1ea1ch chi ti\u1ebft<\/strong>: X\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh thay \u0111\u1ed5i v\u1edbi c\u00e1c b\u01b0\u1edbc c\u1ee5 th\u1ec3, ngu\u1ed3n l\u1ef1c c\u1ea7n thi\u1ebft v\u00e0 th\u1eddi gian th\u1ef1c hi\u1ec7n.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Giao ti\u1ebfp hi\u1ec7u qu\u1ea3 v\u1edbi \u0111\u1ed9i ng\u0169<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Truy\u1ec1n \u0111\u1ea1t t\u1ea7m nh\u00ecn<\/strong>: Gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng l\u00fd do v\u00e0 l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng Gen AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p v\u00e0 nh\u00e2n vi\u00ean.<\/li>\n\n\n\n<li><strong>L\u1eafng nghe v\u00e0 ph\u1ea3n h\u1ed3i<\/strong>: T\u1ea1o kh\u00f4ng gian cho nh\u00e2n vi\u00ean chia s\u1ebb \u00fd ki\u1ebfn, th\u1eafc m\u1eafc v\u00e0 lo ng\u1ea1i, t\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0110\u00e0o t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng cho nh\u00e2n vi\u00ean<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u1ec1 Gen AI<\/strong>: Cung c\u1ea5p kh\u00f3a h\u1ecdc v\u00e0 t\u00e0i li\u1ec7u gi\u00fap nh\u00e2n vi\u00ean hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng Gen AI hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li><strong>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng m\u1ec1m<\/strong>: Khuy\u1ebfn kh\u00edch t\u01b0 duy s\u00e1ng t\u1ea1o, kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 l\u00e0m vi\u1ec7c nh\u00f3m.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Qu\u1ea3n l\u00fd s\u1ef1 kh\u00e1ng c\u1ef1 \u0111\u1ed1i v\u1edbi thay \u0111\u1ed5i<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nh\u1eadn di\u1ec7n ngu\u1ed3n g\u1ed1c kh\u00e1ng c\u1ef1<\/strong>: Hi\u1ec3u r\u00f5 lo ng\u1ea1i c\u1ee7a nh\u00e2n vi\u00ean, c\u00f3 th\u1ec3 do s\u1ee3 m\u1ea5t vi\u1ec7c, thi\u1ebfu k\u1ef9 n\u0103ng ho\u1eb7c kh\u00f4ng hi\u1ec3u r\u00f5 v\u1ec1 Gen AI.<\/li>\n\n\n\n<li><strong>Gi\u1ea3i quy\u1ebft kh\u00e1ng c\u1ef1<\/strong>: Cung c\u1ea5p h\u1ed7 tr\u1ee3, th\u00f4ng tin v\u00e0 \u0111\u1ed9ng vi\u00ean \u0111\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 ch\u1ed1ng \u0111\u1ed1i.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Theo d\u00f5i v\u00e0 \u0111\u00e1nh gi\u00e1 qu\u00e1 tr\u00ecnh thay \u0111\u1ed5i<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u1eb7t c\u00e1c ch\u1ec9 s\u1ed1 KPI<\/strong>: Theo d\u00f5i ti\u1ebfn \u0111\u1ed9 v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a vi\u1ec7c tri\u1ec3n khai Gen AI.<\/li>\n\n\n\n<li><strong>\u0110i\u1ec1u ch\u1ec9nh linh ho\u1ea1t<\/strong>: S\u1eb5n s\u00e0ng thay \u0111\u1ed5i chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i v\u00e0 k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7.2. Th\u00fac \u0111\u1ea9y v\u0103n h\u00f3a th\u00edch \u1ee9ng v\u00e0 ph\u1ea3n h\u1ed3i<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Khuy\u1ebfn kh\u00edch tinh th\u1ea7n h\u1ecdc h\u1ecfi v\u00e0 \u0111\u1ed5i m\u1edbi<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ea1o m\u00f4i tr\u01b0\u1eddng an to\u00e0n \u0111\u1ec3 th\u1eed nghi\u1ec7m<\/strong>: Khuy\u1ebfn kh\u00edch nh\u00e2n vi\u00ean th\u1eed nghi\u1ec7m \u00fd t\u01b0\u1edfng m\u1edbi m\u00e0 kh\u00f4ng s\u1ee3 b\u1ecb ph\u1ea1t khi th\u1ea5t b\u1ea1i.<\/li>\n\n\n\n<li><strong>Chia s\u1ebb ki\u1ebfn th\u1ee9c<\/strong>: T\u1ea1o n\u1ec1n t\u1ea3ng \u0111\u1ec3 nh\u00e2n vi\u00ean chia s\u1ebb kinh nghi\u1ec7m v\u00e0 h\u1ecdc h\u1ecfi l\u1eabn nhau.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">X\u00e2y d\u1ef1ng s\u1ef1 linh ho\u1ea1t<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110a d\u1ea1ng h\u00f3a k\u1ef9 n\u0103ng<\/strong>: Khuy\u1ebfn kh\u00edch nh\u00e2n vi\u00ean ph\u00e1t tri\u1ec3n \u0111a k\u1ef9 n\u0103ng \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi c\u00e1c thay \u0111\u1ed5i nhanh ch\u00f3ng.<\/li>\n\n\n\n<li><strong>C\u1ea5u tr\u00fac t\u1ed5 ch\u1ee9c linh ho\u1ea1t<\/strong>: Thi\u1ebft k\u1ebf c\u01a1 c\u1ea5u t\u1ed5 ch\u1ee9c cho ph\u00e9p ph\u1ea3n \u1ee9ng nhanh v\u1edbi bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u00f4ng ngh\u1ec7.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">T\u00f4n vinh v\u00e0 ki\u00ean tr\u00ec<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ghi nh\u1eadn th\u00e0nh t\u1ef1u<\/strong>: Khen th\u01b0\u1edfng nh\u1eefng c\u00e1 nh\u00e2n v\u00e0 \u0111\u1ed9i nh\u00f3m v\u01b0\u1ee3t qua th\u1eed th\u00e1ch v\u00e0 \u0111\u1ea1t k\u1ebft qu\u1ea3 t\u1ed1t.<\/li>\n\n\n\n<li><strong>H\u1ecdc t\u1eeb th\u1ea5t b\u1ea1i<\/strong>: Xem th\u1ea5t b\u1ea1i l\u00e0 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi, kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec3m k\u1ebft th\u00fac.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7.3. Vai tr\u00f2 c\u1ee7a l\u00e3nh \u0111\u1ea1o trong vi\u1ec7c th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">L\u00e0m g\u01b0\u01a1ng cho nh\u00e2n vi\u00ean<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u1ec3 hi\u1ec7n s\u1ef1 cam k\u1ebft<\/strong>: Ch\u1ee7 \u0111\u1ed9ng tham gia v\u00e0o qu\u00e1 tr\u00ecnh \u0111\u1ed5i m\u1edbi v\u00e0 s\u1eed d\u1ee5ng Gen AI trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y.<\/li>\n\n\n\n<li><strong>Ch\u1ea5p nh\u1eadn r\u1ee7i ro c\u00f3 t\u00ednh to\u00e1n<\/strong>: S\u1eb5n s\u00e0ng th\u1eed nghi\u1ec7m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p m\u1edbi v\u00e0 ch\u1ea5p nh\u1eadn r\u1ee7i ro \u0111\u1ec3 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">X\u00e2y d\u1ef1ng ni\u1ec1m tin v\u00e0 s\u1ef1 tin t\u01b0\u1edfng<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Minh b\u1ea1ch trong h\u00e0nh \u0111\u1ed9ng<\/strong>: Cung c\u1ea5p th\u00f4ng tin \u0111\u1ea7y \u0111\u1ee7 v\u00e0 ch\u00ednh x\u00e1c v\u1ec1 qu\u00e1 tr\u00ecnh thay \u0111\u1ed5i.<\/li>\n\n\n\n<li><strong>T\u1ea1o m\u1ed1i quan h\u1ec7 g\u1ea7n g\u0169i<\/strong>: T\u01b0\u01a1ng t\u00e1c th\u01b0\u1eddng xuy\u00ean v\u1edbi nh\u00e2n vi\u00ean, th\u1ec3 hi\u1ec7n s\u1ef1 quan t\u00e2m \u0111\u1ebfn nhu c\u1ea7u v\u00e0 c\u1ea3m x\u00fac c\u1ee7a h\u1ecd.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0110\u1ecbnh h\u01b0\u1edbng v\u00e0 h\u1ed7 tr\u1ee3 li\u00ean t\u1ee5c<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cung c\u1ea5p t\u00e0i nguy\u00ean c\u1ea7n thi\u1ebft<\/strong>: \u0110\u1ea3m b\u1ea3o nh\u00e2n vi\u00ean c\u00f3 \u0111\u1ee7 c\u00f4ng c\u1ee5 v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi Gen AI.<\/li>\n\n\n\n<li><strong>\u0110\u1ecbnh k\u1ef3 \u0111\u00e1nh gi\u00e1 v\u00e0 ph\u1ea3n h\u1ed3i<\/strong>: Th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c h\u1ecdp \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ti\u1ebfn \u0111\u1ed9 v\u00e0 gi\u1ea3i quy\u1ebft k\u1ecbp th\u1eddi c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh.<\/li>\n<\/ul>\n\n\n\n<p>Vi\u1ec7c tinh ch\u1ec9nh c\u00e1c k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd thay \u0111\u1ed5i l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 d\u1eabn d\u1eaft \u0111\u1ed9i ng\u0169 v\u01b0\u1ee3t qua c\u00e1c chuy\u1ec3n \u0111\u1ed5i do Gen AI th\u00fac \u0111\u1ea9y.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u0110\u1ea1o \u0111\u1ee9c v\u00e0 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i<\/h2>\n\n\n\n<p><strong>Gen AI<\/strong> \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 m\u1ea1nh m\u1ebd, c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra n\u1ed9i dung m\u1edbi d\u1ef1a tr\u00ean d\u1eef li\u1ec7u h\u1ecdc \u0111\u01b0\u1ee3c. \u0110i\u1ec1u n\u00e0y m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i cho doanh nghi\u1ec7p trong vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung. Tuy nhi\u00ean, vi\u1ec7c \u1ee9ng d\u1ee5ng Gen AI c\u0169ng \u0111\u1eb7t ra nhi\u1ec1u <strong>v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c<\/strong> v\u00e0 <strong>t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i<\/strong> m\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u1ea7n ph\u1ea3i hi\u1ec3u r\u00f5 v\u00e0 qu\u1ea3n l\u00fd m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m.Gen <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.1. C\u00e1c c\u00e2n nh\u1eafc v\u1ec1 m\u1eb7t \u0111\u1ea1o \u0111\u1ee9c<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/h4>\n\n\n\n<p><strong>Thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n<\/strong>: AI th\u01b0\u1eddng c\u1ea7n l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3, trong \u0111\u00f3 c\u00f3 th\u1ec3 bao g\u1ed3m th\u00f4ng tin c\u00e1 nh\u00e2n nh\u1ea1y c\u1ea3m. Vi\u1ec7c thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u n\u00e0y c\u1ea7n tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 quy\u1ec1n ri\u00eang t\u01b0, nh\u01b0 GDPR \u1edf ch\u00e2u \u00c2u.Gen <\/p>\n\n\n\n<p><strong>Nguy c\u01a1 r\u00f2 r\u1ec9 th\u00f4ng tin<\/strong>: L\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u kh\u00f4ng an to\u00e0n c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn r\u00f2 r\u1ec9 th\u00f4ng tin, g\u00e2y h\u1ea1i cho c\u00e1 nh\u00e2n v\u00e0 uy t\u00edn doanh nghi\u1ec7p.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Thi\u00ean v\u1ecb v\u00e0 ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed<\/h4>\n\n\n\n<p><strong>D\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o kh\u00f4ng \u0111\u1ea1i di\u1ec7n<\/strong>: N\u1ebfu Gen AI \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean d\u1eef li\u1ec7u thi\u00ean v\u1ecb ho\u1eb7c kh\u00f4ng \u0111\u1ea1i di\u1ec7n, n\u00f3 c\u00f3 th\u1ec3 t\u00e1i t\u1ea1o v\u00e0 khu\u1ebfch \u0111\u1ea1i c\u00e1c \u0111\u1ecbnh ki\u1ebfn x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<p><strong>\u1ea2nh h\u01b0\u1edfng \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh<\/strong>: Gen AI c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb ho\u1eb7c quy\u1ebft \u0111\u1ecbnh kh\u00f4ng c\u00f4ng b\u1eb1ng, \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c \u0111\u1ebfn m\u1ed9t s\u1ed1 nh\u00f3m ng\u01b0\u1eddi.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Minh b\u1ea1ch v\u00e0 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c<\/h4>\n\n\n\n<p><strong>&#8220;H\u1ed9p \u0111en&#8221; thu\u1eadt to\u00e1n<\/strong>: Nhi\u1ec1u m\u00f4 h\u00ecnh Gen AI ph\u1ee9c t\u1ea1p v\u00e0 kh\u00f3 gi\u1ea3i th\u00edch, g\u00e2y kh\u00f3 kh\u0103n trong vi\u1ec7c hi\u1ec3u c\u00e1ch ch\u00fang \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p><strong>Tr\u00e1ch nhi\u1ec7m gi\u1ea3i tr\u00ecnh<\/strong>: Thi\u1ebfu minh b\u1ea1ch c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m ni\u1ec1m tin c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ed1i t\u00e1c, \u0111\u1ed3ng th\u1eddi g\u00e2y kh\u00f3 kh\u0103n trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh tr\u00e1ch nhi\u1ec7m khi x\u1ea3y ra s\u1ef1 c\u1ed1.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">S\u1eed d\u1ee5ng AI v\u00e0o m\u1ee5c \u0111\u00edch x\u1ea5u<\/h4>\n\n\n\n<p><strong>T\u1ea1o n\u1ed9i dung gi\u1ea3 m\u1ea1o<\/strong>: Gen AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra th\u00f4ng tin sai l\u1ec7ch, tin gi\u1ea3, ho\u1eb7c n\u1ed9i dung \u0111\u1ed9c h\u1ea1i.<\/p>\n\n\n\n<p><strong>An ninh m\u1ea1ng<\/strong>: K\u1ebb x\u1ea5u c\u00f3 th\u1ec3 l\u1ee3i d\u1ee5ng Gen AI \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng tinh vi h\u01a1n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">M\u1ea5t vi\u1ec7c l\u00e0m v\u00e0 t\u00e1i \u0111\u00e0o t\u1ea1o<\/h4>\n\n\n\n<p><strong>Thay th\u1ebf lao \u0111\u1ed9ng con ng\u01b0\u1eddi<\/strong>: T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn m\u1ea5t vi\u1ec7c l\u00e0m trong m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c, g\u00e2y ra lo ng\u1ea1i v\u1ec1 th\u1ea5t nghi\u1ec7p v\u00e0 b\u1ea5t b\u00ecnh \u0111\u1eb3ng kinh t\u1ebf.<\/p>\n\n\n\n<p><strong>Nhu c\u1ea7u t\u00e1i \u0111\u00e0o t\u1ea1o<\/strong>: C\u1ea7n c\u00f3 k\u1ebf ho\u1ea1ch h\u1ed7 tr\u1ee3 nh\u00e2n vi\u00ean chuy\u1ec3n \u0111\u1ed5i sang c\u00e1c vai tr\u00f2 m\u1edbi \u0111\u00f2i h\u1ecfi k\u1ef9 n\u0103ng kh\u00e1c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.2. T\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i c\u1ee7a Gen AI<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">M\u1eb7t t\u00edch c\u1ef1c c\u1ee7a Gen AI<\/h4>\n\n\n\n<p><strong>N\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u00e0 n\u0103ng su\u1ea5t<\/strong>: Gen AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, gi\u1ea3i ph\u00f3ng th\u1eddi gian cho con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c s\u00e1ng t\u1ea1o v\u00e0 chi\u1ebfn l\u01b0\u1ee3c.<\/p>\n\n\n\n<p><strong>Gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p<\/strong>: Gen AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, h\u1ed7 tr\u1ee3 trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 d\u1ef1 b\u00e1o.<\/p>\n\n\n\n<p><strong>C\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng<\/strong>: Trong y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c, Gen AI \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c cung c\u1ea5p d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n v\u00e0 c\u00e1 nh\u00e2n h\u00f3a h\u01a1n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">M\u1eb7t ti\u00eau c\u1ef1c c\u1ee7a Gen AI<\/h4>\n\n\n\n<p><strong>B\u1ea5t b\u00ecnh \u0111\u1eb3ng kinh t\u1ebf<\/strong>: L\u1ee3i \u00edch t\u1eeb Gen AI c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 \u0111\u1ed3ng \u0111\u1ec1u, d\u1eabn \u0111\u1ebfn gia t\u0103ng kho\u1ea3ng c\u00e1ch gi\u00e0u ngh\u00e8o.<\/p>\n\n\n\n<p><strong>Thay \u0111\u1ed5i x\u00e3 h\u1ed9i nhanh ch\u00f3ng<\/strong>: S\u1ef1 ph\u00e1t tri\u1ec3n nhanh c\u1ee7a Gen AI c\u00f3 th\u1ec3 g\u00e2y ra xung \u0111\u1ed9t gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 gi\u00e1 tr\u1ecb x\u00e3 h\u1ed9i truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n<p><strong>Ph\u1ee5 thu\u1ed9c v\u00e0o c\u00f4ng ngh\u1ec7<\/strong>: Qu\u00e1 ph\u1ee5 thu\u1ed9c v\u00e0o Gen AI c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m k\u1ef9 n\u0103ng v\u00e0 kh\u1ea3 n\u0103ng t\u01b0 duy \u0111\u1ed9c l\u1eadp c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.3. Vai tr\u00f2 c\u1ee7a l\u00e3nh \u0111\u1ea1o trong vi\u1ec7c qu\u1ea3n l\u00fd \u0111\u1ea1o \u0111\u1ee9c AI<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">X\u00e2y d\u1ef1ng ch\u00ednh s\u00e1ch v\u00e0 quy tr\u00ecnh \u0111\u1ea1o \u0111\u1ee9c<\/h4>\n\n\n\n<p><strong>Thi\u1ebft l\u1eadp h\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng Gen AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c<\/strong>: X\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c ph\u00e9p v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p khi \u00e1p d\u1ee5ng AI trong doanh nghi\u1ec7p.<\/p>\n\n\n\n<p><strong>\u0110\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng \u0111\u1ea1o \u0111\u1ee9c<\/strong>: Th\u1ef1c hi\u1ec7n \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh k\u1ef3 v\u1ec1 t\u00e1c \u0111\u1ed9ng c\u1ee7a Gen AI \u0111\u1ed1i v\u1edbi kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean v\u00e0 x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0110\u00e0o t\u1ea1o v\u00e0 n\u00e2ng cao nh\u1eadn th\u1ee9c<\/h4>\n\n\n\n<p><strong>Gi\u00e1o d\u1ee5c nh\u00e2n vi\u00ean<\/strong>: T\u1ed5 ch\u1ee9c c\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c AI, gi\u00fap nh\u00e2n vi\u00ean hi\u1ec3u r\u00f5 tr\u00e1ch nhi\u1ec7m v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n\n\n<p><strong>Khuy\u1ebfn kh\u00edch v\u0103n h\u00f3a \u0111\u1ea1o \u0111\u1ee9c<\/strong>: X\u00e2y d\u1ef1ng m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c n\u01a1i m\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c \u0111\u01b0\u1ee3c th\u1ea3o lu\u1eadn m\u1ed9t c\u00e1ch c\u1edfi m\u1edf.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">H\u1ee3p t\u00e1c v\u1edbi c\u00e1c b\u00ean li\u00ean quan<\/h4>\n\n\n\n<p><strong>Tham gia v\u00e0o c\u00e1c hi\u1ec7p h\u1ed9i v\u00e0 di\u1ec5n \u0111\u00e0n<\/strong>: K\u1ebft n\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c chuy\u00ean v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c AI \u0111\u1ec3 c\u1eadp nh\u1eadt xu h\u01b0\u1edbng v\u00e0 th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t.<\/p>\n\n\n\n<p><strong>T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u1ed9ng \u0111\u1ed3ng<\/strong>: L\u1eafng nghe ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng v\u00e0 c\u00f4ng ch\u00fang v\u1ec1 c\u00e1ch Gen AI \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u1ecd.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Minh b\u1ea1ch v\u00e0 tr\u00e1ch nhi\u1ec7m gi\u1ea3i tr\u00ecnh<\/h4>\n\n\n\n<p><strong>C\u00f4ng khai th\u00f4ng tin<\/strong>: Minh b\u1ea1ch v\u1ec1 c\u00e1ch th\u1ee9c v\u00e0 m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng Gen AI trong doanh nghi\u1ec7p.<\/p>\n\n\n\n<p><strong>C\u01a1 ch\u1ebf khi\u1ebfu n\u1ea1i v\u00e0 x\u1eed l\u00fd vi ph\u1ea1m<\/strong>: Thi\u1ebft l\u1eadp k\u00eanh \u0111\u1ec3 b\u00e1o c\u00e1o c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ea1o \u0111\u1ee9c v\u00e0 c\u00f3 bi\u1ec7n ph\u00e1p x\u1eed l\u00fd k\u1ecbp th\u1eddi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.4. T\u01b0\u01a1ng lai AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 b\u1ec1n v\u1eefng<\/h3>\n\n\n\n<p>Vi\u1ec7c hi\u1ec3u v\u00e0 qu\u1ea3n l\u00fd c\u00e1c c\u00e2n nh\u1eafc v\u1ec1 m\u1eb7t \u0111\u1ea1o \u0111\u1ee9c v\u00e0 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i c\u1ee7a Gen AI l\u00e0 <strong>tr\u00e1ch nhi\u1ec7m quan tr\u1ecdng c\u1ee7a c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o<\/strong>. B\u1eb1ng c\u00e1ch ti\u1ebfp c\u1eadn m\u1ed9t c\u00e1ch c\u1ea9n tr\u1ecdng v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m, l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1eadn d\u1ee5ng l\u1ee3i \u00edch c\u1ee7a Gen AI<\/strong> m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u, \u0111\u1ed3ng th\u1eddi <strong>gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c<\/strong>.<\/li>\n\n\n\n<li><strong>X\u00e2y d\u1ef1ng ni\u1ec1m tin<\/strong> v\u1edbi kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean v\u00e0 c\u00f4ng ch\u00fang, t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh b\u1ec1n v\u1eefng.<\/li>\n\n\n\n<li><strong>\u0110\u00f3ng g\u00f3p v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n x\u00e3 h\u1ed9i<\/strong> b\u1eb1ng c\u00e1ch th\u00fac \u0111\u1ea9y vi\u1ec7c s\u1eed d\u1ee5ng Gen AI m\u1ed9t c\u00e1ch \u0111\u1ea1o \u0111\u1ee9c v\u00e0 c\u00f3 l\u1ee3i cho c\u1ed9ng \u0111\u1ed3ng.<\/li>\n<\/ul>\n\n\n\n<p>Hi\u1ec3u r\u00f5 c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i li\u00ean quan \u0111\u1ebfn Gen AI kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p tr\u00e1nh \u0111\u01b0\u1ee3c c\u00e1c r\u1ee7i ro ti\u1ec1m \u1ea9n, m\u00e0 c\u00f2n t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 l\u00e3nh \u0111\u1ea1o \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 theo h\u01b0\u1edbng t\u00edch c\u1ef1c. Tr\u00e1ch nhi\u1ec7m v\u00e0 \u0111\u1ea1o \u0111\u1ee9c trong vi\u1ec7c \u1ee9ng d\u1ee5ng Gen AI s\u1ebd l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb l\u00e2u d\u00e0i cho doanh nghi\u1ec7p v\u00e0 x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ed5ng k\u1ebft<\/h2>\n\n\n\n<p>Trong th\u1eddi \u0111\u1ea1i s\u1ed1 h\u00f3a hi\u1ec7n nay, Gen AI \u0111\u00e3 v\u01b0\u1ee3t ra kh\u1ecfi khu\u00f4n kh\u1ed5 c\u1ee7a m\u1ed9t c\u00f4ng ngh\u1ec7 m\u1edbi m\u1ebb \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o. Vi\u1ec7c hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng Gen AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 kh\u00f4ng ch\u1ec9 gi\u00fap <strong>t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh<\/strong>, <strong>n\u00e2ng cao hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c<\/strong>, m\u00e0 c\u00f2n m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi \u0111\u1ec3 <strong>d\u1eabn d\u1eaft doanh nghi\u1ec7p ti\u1ebfn v\u00e0o t\u01b0\u01a1ng lai<\/strong>.<\/p>\n\n\n\n<p>Ch\u00fang ta \u0111\u00e3 c\u00f9ng kh\u00e1m ph\u00e1 c\u00e1ch m\u00e0 Gen AI c\u00f3 th\u1ec3 bi\u1ebfn th\u00e0nh tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n, h\u1ed7 tr\u1ee3 trong vi\u1ec7c ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng, l\u1eadp chi\u1ebfn l\u01b0\u1ee3c kinh doanh, qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c quan tr\u1ecdng kh\u00e1c. Tuy nhi\u00ean, \u0111\u1ec3 <strong>t\u1eadn d\u1ee5ng t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh c\u1ee7a Gen AI<\/strong>, l\u00e3nh \u0111\u1ea1o c\u1ea7n <strong>hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t<\/strong> v\u00e0 <strong>kh\u1ea3 n\u0103ng th\u1ef1c s\u1ef1<\/strong> c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y, tr\u00e1nh nh\u1eefng hi\u1ec3u l\u1ea7m ph\u1ed5 bi\u1ebfn v\u00e0 kh\u00f4ng th\u1ea7n th\u00e1nh h\u00f3a Gen AI.<\/p>\n\n\n\n<p>Vi\u1ec7c tri\u1ec3n khai Gen AI \u0111\u00f2i h\u1ecfi m\u1ed9t <strong>chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng<\/strong>, l\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 v\u00e0 \u0111\u1ed1i t\u00e1c ph\u00f9 h\u1ee3p, c\u00f9ng v\u1edbi s\u1ef1 \u0111\u00e0o t\u1ea1o v\u00e0 thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c. L\u00e3nh \u0111\u1ea1o c\u1ea7n \u0111\u1eb7t m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, \u0111\u00e1nh gi\u00e1 nhu c\u1ea7u, v\u00e0 khuy\u1ebfn kh\u00edch t\u01b0 duy \u0111\u1ed5i m\u1edbi trong to\u00e0n b\u1ed9 doanh nghi\u1ec7p.<\/p>\n\n\n\n<p><strong>&#8220;Gen AI, Gen l\u00e3nh \u0111\u1ea1o t\u01b0\u01a1ng lai&#8221;<\/strong> kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t kh\u1ea9u hi\u1ec7u, m\u00e0 l\u00e0 l\u1eddi k\u00eau g\u1ecdi h\u00e0nh \u0111\u1ed9ng. \u0110\u00e3 \u0111\u1ebfn l\u00fac c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh v\u1edbi Gen AI, v\u01b0\u1ee3t qua th\u00e1ch th\u1ee9c v\u00e0 n\u1eafm b\u1eaft c\u01a1 h\u1ed9i \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u00ean g\u1ea5p 100 l\u1ea7n. B\u1eb1ng c\u00e1ch n\u00e0y, ch\u00fang ta kh\u00f4ng ch\u1ec9 d\u1eabn d\u1eaft doanh nghi\u1ec7p m\u00e0 c\u00f2n \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai trong k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n\n\n\n<p>H\u00e3y h\u00e0nh \u0111\u1ed9ng ngay h\u00f4m nay, \u0111\u1ec3 <strong>Gen AI<\/strong> tr\u1edf th\u00e0nh tr\u1ee3 th\u1ee7 \u0111\u1eafc l\u1ef1c, c\u00f9ng b\u1ea1n chinh ph\u1ee5c nh\u1eefng \u0111\u1ec9nh cao m\u1edbi v\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t t\u01b0\u01a1ng lai th\u1ecbnh v\u01b0\u1ee3ng cho doanh nghi\u1ec7p.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi\u1ec3u b\u1ea3n ch\u1ea5t c\u1ee7a Gen AI v\u00e0 n\u1eafm gi\u1eef b\u00ed k\u00edp X100 hi\u1ec7u su\u1ea5t v\u1edbi Gen AI d\u00e0nh cho c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o, qu\u1ea3n l\u00fd. Gen AI &#8211; Gen l\u00e3nh \u0111\u1ea1o t\u01b0\u01a1ng lai.<\/p>\n","protected":false},"author":37,"featured_media":57079,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[195],"tags":[],"class_list":["post-57042","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cam-nang"],"acf":[],"views":166,"_links":{"self":[{"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/posts\/57042","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/users\/37"}],"replies":[{"embeddable":true,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/comments?post=57042"}],"version-history":[{"count":28,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/posts\/57042\/revisions"}],"predecessor-version":[{"id":57225,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/posts\/57042\/revisions\/57225"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/media\/57079"}],"wp:attachment":[{"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/media?parent=57042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/categories?post=57042"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.saokim.com.vn\/en\/wp-json\/wp\/v2\/tags?post=57042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}