{"id":959,"date":"2026-10-12T13:35:14","date_gmt":"2026-10-12T06:35:14","guid":{"rendered":"https:\/\/dykhoa.com\/blog\/?p=959"},"modified":"2026-10-12T13:35:17","modified_gmt":"2026-10-12T06:35:17","slug":"khi-ai-viet-content-thay-con-nguoi-marketer-can-giu-lai-dieu-gi","status":"publish","type":"post","link":"https:\/\/dykhoa.com\/blog\/khi-ai-viet-content-thay-con-nguoi-marketer-can-giu-lai-dieu-gi\/","title":{"rendered":"Khi AI vi\u1ebft content thay con ng\u01b0\u1eddi: Marketer c\u1ea7n gi\u1eef l\u1ea1i \u0111i\u1ec1u g\u00ec \u0111\u1ec3 kh\u00f4ng m\u1ea5t &#8220;ch\u1ea5t&#8221;?"},"content":{"rendered":"<p>Trong ch\u01b0a \u0111\u1ea7y hai n\u0103m qua, s\u1ef1 ph\u1ed5 c\u1eadp c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh (Generative AI) \u0111\u00e3 t\u00e1i \u0111\u1ecbnh h\u00ecnh c\u0103n b\u1ea3n chu\u1ed7i gi\u00e1 tr\u1ecb s\u1ea3n xu\u1ea5t n\u1ed9i dung trong ng\u00e0nh ti\u1ebfp th\u1ecb v\u00e0 truy\u1ec1n th\u00f4ng. T\u1eeb vi\u1ec7c ph\u00e1c th\u1ea3o d\u00e0n \u00fd, t\u1ea1o h\u00e0ng lo\u1ea1t bi\u1ebfn th\u1ec3 th\u00f4ng \u0111i\u1ec7p cho \u0111\u1ebfn s\u1ea3n xu\u1ea5t h\u00ecnh \u1ea3nh minh h\u1ecda, c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLMs) c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh trong v\u00e0i gi\u00e2y kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c t\u1eebng ti\u00eau t\u1ed1n nhi\u1ec1u ng\u00e0y c\u1ee7a c\u1ea3 m\u1ed9t \u0111\u1ed9i ng\u0169 s\u00e1ng t\u1ea1o.<\/p>\n<p>Tuy nhi\u00ean, s\u1ef1 b\u00f9ng n\u1ed5 v\u1ec1 m\u1eb7t s\u1ed1 l\u01b0\u1ee3ng l\u1ea1i \u0111ang d\u1eabn \u0111\u1ebfn m\u1ed9t ngh\u1ecbch l\u00fd \u0111\u00e1ng lo ng\u1ea1i: t\u00ecnh tr\u1ea1ng \u0111\u1ed3ng d\u1ea1ng h\u00f3a n\u1ed9i dung (content homogenization) v\u00e0 s\u1ef1 suy gi\u1ea3m m\u1ee9c \u0111\u1ed9 g\u1eafn k\u1ebft th\u1ef1c ch\u1ea5t gi\u1eefa th\u01b0\u01a1ng hi\u1ec7u v\u1edbi c\u00f4ng ch\u00fang. Khi b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 d\u00f9ng chung m\u1ed9t c\u00e2u l\u1ec7nh (prompt) \u0111\u1ec3 <strong>AI vi\u1ebft content<\/strong> tr\u00f4i ch\u1ea3y, \u0111i\u1ec1u g\u00ec s\u1ebd l\u00e0 l\u1eb1n ranh ph\u00e2n \u0111\u1ecbnh m\u1ed9t chi\u1ebfn d\u1ecbch truy\u1ec1n th\u00f4ng c\u00f3 chi\u1ec1u s\u00e2u v\u1edbi h\u00e0ng ng\u00e0n m\u1ea9u th\u00f4ng tin v\u00f4 h\u1ed3n ng\u1eadp tr\u00e0n tr\u00ean kh\u00f4ng gian s\u1ed1?<\/p>\n<h2>\u0110\u1ecbnh ngh\u0129a: B\u1eaby \u0111\u1ed3ng d\u1ea1ng khi AI vi\u1ebft content l\u00e0 g\u00ec?<\/h2>\n<blockquote><p><strong>B\u1eaby \u0111\u1ed3ng d\u1ea1ng n\u1ed9i dung (Content Homogenization Trap)<\/strong> l\u00e0 hi\u1ec7n t\u01b0\u1ee3ng c\u00e1c b\u00e0i vi\u1ebft \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 c\u1ea5u tr\u00fac ng\u1eef ph\u00e1p tr\u01a1n tru, t\u1eeb ng\u1eef b\u00f3ng b\u1ea9y nh\u01b0ng thi\u1ebfu b\u1ea3n s\u1eafc, thi\u1ebfu tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf v\u00e0 ph\u1ea3n \u00e1nh m\u1ee9c \u0111\u1ed9 trung b\u00ecnh c\u1ee7a kho d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o qu\u00e1 kh\u1ee9, khi\u1ebfn th\u00f4ng \u0111i\u1ec7p c\u1ee7a c\u00e1c th\u01b0\u01a1ng hi\u1ec7u kh\u00e1c nhau tr\u1edf n\u00ean gi\u1ed1ng h\u1ec7t nhau.<\/p><\/blockquote>\n<h2>Ngh\u1ecbch l\u00fd b\u00e3o h\u00f2a n\u1ed9i dung t\u1ea1o b\u1edfi AI: Khi s\u1ef1 \u0111\u1ed3ng d\u1ea1ng th\u1ebf ch\u1ed7 b\u1ea3n s\u1eafc<\/h2>\n<p>C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean nguy\u00ean l\u00fd x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea: d\u1ef1 \u0111o\u00e1n t\u1eeb ti\u1ebfp theo ph\u00f9 h\u1ee3p nh\u1ea5t d\u1ef1a tr\u00ean kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 trong qu\u00e1 kh\u1ee9. \u0110i\u1ec1u n\u00e0y \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c s\u1ea3n ph\u1ea9m m\u1eb7c \u0111\u1ecbnh c\u1ee7a AI lu\u00f4n ph\u1ea3n \u00e1nh &#8220;gi\u00e1 tr\u1ecb trung b\u00ecnh&#8221; c\u1ee7a nh\u1eefng g\u00ec nh\u00e2n lo\u1ea1i t\u1eebng vi\u1ebft ra.<\/p>\n<p>Hi\u1ec7n t\u01b0\u1ee3ng n\u00e0y c\u00e0ng tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng khi ng\u01b0\u1eddi d\u00f9ng c\u00f3 xu h\u01b0\u1edbng ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o c\u00f4ng ngh\u1ec7. Nh\u01b0 \u0111\u00e3 t\u1eebng ph\u00e2n t\u00edch trong b\u00e0i vi\u1ebft v\u1ec1 <a href=\"https:\/\/dykhoa.com\/blog\/vi-sao-con-nguoi-nghien-dung-ai\/\">v\u00ec sao con ng\u01b0\u1eddi d\u1ec5 b\u1ecb &#8220;nghi\u1ec7n&#8221; d\u00f9ng AI<\/a>, s\u1ef1 ti\u1ec7n l\u1ee3i t\u1ee9c th\u00ec c\u1ee7a c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi t\u1ef1 \u0111\u1ed9ng d\u1ec5 t\u1ea1o ra t\u00e2m l\u00fd \u1ef7 l\u1ea1i, khi\u1ebfn ng\u01b0\u1eddi l\u00e0m n\u1ed9i dung l\u01b0\u1eddi t\u01b0 duy ph\u1ea3n bi\u1ec7n. Khi c\u00e1c th\u01b0\u01a1ng hi\u1ec7u qu\u00e1 ph\u1ee5 thu\u1ed9c v\u00e0o v\u0103n b\u1ea3n do m\u00e1y m\u00f3c s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t, n\u1ed9i dung th\u01b0\u1eddng b\u1ed9c l\u1ed9 ba \u0111i\u1ec3m ngh\u1ebdn \u0111\u1eb7c tr\u01b0ng:<\/p>\n<ul>\n<li><strong>Thi\u1ebfu v\u1eafng tr\u1ea3i nghi\u1ec7m th\u1ef1c ch\u1ee9ng:<\/strong> AI c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 sinh \u0111\u1ed9ng c\u1ea3m gi\u00e1c th\u01b0\u1edfng th\u1ee9c m\u1ed9t t\u00e1ch c\u00e0 ph\u00ea s\u00e1ng hay s\u1ef1 h\u1ed3i h\u1ed9p tr\u01b0\u1edbc ng\u01b0\u1ee1ng c\u1eeda \u0111\u1ea1i h\u1ecdc, nh\u01b0ng n\u00f3 kh\u00f4ng th\u1ec3 t\u1ef1 m\u00ecnh tr\u1ea3i nghi\u1ec7m. Thi\u1ebfu \u0111i tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi th\u1eadt &#8211; vi\u1ec7c th\u1eadt, b\u00e0i vi\u1ebft d\u1ec5 r\u01a1i v\u00e0o nh\u1eefng s\u00e1o ng\u1eef b\u00f3ng b\u1ea9y nh\u01b0ng r\u1ed7ng tu\u1ebfch.<\/li>\n<li><strong>S\u1ef1 b\u00e0o m\u00f2n gi\u1ecdng \u0111i\u1ec7u th\u01b0\u01a1ng hi\u1ec7u (Brand Tone of Voice):<\/strong> V\u0103n phong do AI t\u1ea1o ra th\u01b0\u1eddng mang c\u1ea5u tr\u00fac c\u00e2u c\u00e2n \u0111\u1ed1i ho\u00e0n h\u1ea3o nh\u01b0ng \u0111\u1ec1u \u0111\u1ec1u, thi\u1ebfu \u0111i t\u00ednh s\u1eafc b\u00e9n, s\u1ef1 ch\u00e2m bi\u1ebfm duy\u00ean d\u00e1ng hay nh\u1ecbp \u0111i\u1ec7u c\u1ea3m x\u00fac t\u1ef1 nhi\u00ean v\u1ed1n l\u00e0m n\u00ean c\u00e1 t\u00ednh ri\u00eang c\u1ee7a m\u1ed9t nh\u00e3n h\u00e0ng.<\/li>\n<li><strong>Nguy c\u01a1 \u1ea3o gi\u00e1c th\u00f4ng tin (Hallucination):<\/strong> M\u00e1y m\u00f3c v\u1eabn c\u00f3 xu h\u01b0\u1edbng t\u1ef1 t\u1ea1o ra s\u1ed1 li\u1ec7u, vi\u1ec7n d\u1eabn sai ngu\u1ed3n ho\u1eb7c g\u00e1n gh\u00e9p ph\u00e1t bi\u1ec3u kh\u00f4ng c\u00f3 th\u1eadt v\u1edbi s\u1ef1 t\u1ef1 tin tuy\u1ec7t \u0111\u1ed1i, t\u1ea1o n\u00ean r\u1ee7i ro ph\u00e1p l\u00fd v\u00e0 danh ti\u1ebfng nghi\u00eam tr\u1ecdng cho doanh nghi\u1ec7p.<\/li>\n<\/ul>\n<h2>B\u1ea3ng so s\u00e1nh: AI vi\u1ebft content v\u00e0 N\u1ed9i dung do chuy\u00ean gia s\u00e1ng t\u1ea1o<\/h2>\n<table style=\"width: 100%; border-collapse: collapse; margin-bottom: 20px;\" border=\"1\">\n<thead>\n<tr style=\"background-color: #f2f2f2;\">\n<th style=\"padding: 10px; text-align: left;\">Ti\u00eau ch\u00ed so s\u00e1nh<\/th>\n<th style=\"padding: 10px; text-align: left;\">N\u1ed9i dung AI t\u1ea1o ra thu\u1ea7n t\u00fay<\/th>\n<th style=\"padding: 10px; text-align: left;\">N\u1ed9i dung ng\u01b0\u1eddi l\u00e0m ngh\u1ec1 gi\u1eef &#8220;ch\u1ea5t&#8221;<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 10px;\"><strong>Ngu\u1ed3n g\u1ed1c d\u1eef li\u1ec7u<\/strong><\/td>\n<td style=\"padding: 10px;\">T\u1ed5ng h\u1ee3p x\u00e1c su\u1ea5t t\u1eeb kho ng\u1eef li\u1ec7u qu\u00e1 kh\u1ee9<\/td>\n<td style=\"padding: 10px;\">Quan s\u00e1t th\u1ef1c t\u1ebf, tr\u1ea3i nghi\u1ec7m s\u1ed1ng, c\u1ea3m x\u00fac th\u1eadt<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\"><strong>G\u00f3c nh\u00ecn (Perspective)<\/strong><\/td>\n<td style=\"padding: 10px;\">Trung t\u00ednh, an to\u00e0n, c\u00f3 xu h\u01b0\u1edbng chung chung<\/td>\n<td style=\"padding: 10px;\">Ch\u00ednh ki\u1ebfn r\u00f5 r\u00e0ng, l\u1eadp lu\u1eadn \u0111\u1ed9c \u0111\u00e1o, gi\u1ecdng \u0111i\u1ec7u s\u1eafc n\u00e9t<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\"><strong>Ph\u00e1t hi\u1ec7n Insight<\/strong><\/td>\n<td style=\"padding: 10px;\">Li\u1ec7t k\u00ea s\u1ed1 li\u1ec7u v\u00e0 h\u00e0nh vi b\u1ec1 n\u1ed5i<\/td>\n<td style=\"padding: 10px;\">T\u00ecm ra ng\u1ea7m hi\u1ec3u s\u00e2u s\u1eafc ch\u01b0a n\u00f3i th\u00e0nh l\u1eddi (unspoken truth)<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\"><strong>M\u1ee9c \u0111\u1ed9 tin c\u1eady<\/strong><\/td>\n<td style=\"padding: 10px;\">C\u00f3 nguy c\u01a1 \u1ea3o gi\u00e1c th\u00f4ng tin (hallucination)<\/td>\n<td style=\"padding: 10px;\">\u0110\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng ch\u00e9o v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m ngh\u1ec1 nghi\u1ec7p<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>3 gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 \u1ee7y th\u00e1c cho thu\u1eadt to\u00e1n<\/h2>\n<p>\u0110\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c truy\u1ec1n th\u00f4ng b\u1ec1n v\u1eefng, ng\u01b0\u1eddi l\u00e0m marketing c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 nh\u1eefng \u0111\u1ecba h\u1ea1t m\u00e0 m\u00e1y m\u00f3c ch\u1ec9 \u0111\u00f3ng vai tr\u00f2 tr\u1ee3 l\u1ef1c, trong khi con ng\u01b0\u1eddi ph\u1ea3i gi\u1eef quy\u1ec1n quy\u1ebft \u0111\u1ecbnh tuy\u1ec7t \u0111\u1ed1i:<\/p>\n<h3>1. Th\u1ea5u c\u1ea3m th\u1ef1c \u0111\u1ecba v\u00e0 ph\u00e1t hi\u1ec7n ng\u1ea7m hi\u1ec3u s\u00e2u s\u1eafc (Unspoken Insight)<\/h3>\n<p>Insight kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 d\u1eef li\u1ec7u kh\u1ea3o s\u00e1t \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p t\u1eeb b\u1ea3ng c\u00e2u h\u1ecfi. Trong th\u1ef1c t\u1ebf, b\u1ea1n c\u1ea7n <a href=\"https:\/\/dykhoa.com\/blog\/insight-khach-hang-la-gi\/\">hi\u1ec3u r\u00f5 c\u00e1ch ph\u00e2n bi\u1ec7t insight v\u00e0 finding trong truy\u1ec1n th\u00f4ng<\/a> \u0111\u1ec3 kh\u00f4ng b\u1ecb nh\u1ea7m l\u1eabn gi\u1eefa m\u1ed9t th\u1ed1ng k\u00ea m\u00f4 t\u1ea3 v\u1edbi m\u1ed9t s\u1ef1 th\u1eadt ng\u1ea7m hi\u1ec3u \u0111\u1eaft gi\u00e1. T\u1eeb \u0111\u00f3, ng\u01b0\u1eddi l\u00e0m ngh\u1ec1 m\u1edbi c\u00f3 th\u1ec3 v\u1eadn d\u1ee5ng v\u00e0o quy tr\u00ecnh <a href=\"https:\/\/dykhoa.com\/blog\/chien-luoc-sang-tao-insight-big-idea-thong-diep-tagline\/\">x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c s\u00e1ng t\u1ea1o t\u1eeb insight \u0111\u1ebfn big idea<\/a> \u0111\u1ec3 t\u1ea1o ra nh\u1eefng chi\u1ebfn d\u1ecbch rung \u0111\u1ed9ng l\u00f2ng ng\u01b0\u1eddi. Vi\u1ec7c quan s\u00e1t h\u00e0nh vi th\u1ef1c t\u1ebf, l\u1eafng nghe gi\u1ecdng \u0111i\u1ec7u ng\u1eadp ng\u1eebng trong c\u00e1c bu\u1ed5i ph\u1ecfng v\u1ea5n s\u00e2u \u0111\u00f2i h\u1ecfi tr\u1ef1c gi\u00e1c x\u00e3 h\u1ed9i v\u00e0 s\u1ef1 th\u1ea5u c\u1ea3m v\u0103n h\u00f3a s\u00e2u s\u1eafc \u2013 n\u0103ng l\u1ef1c m\u00e0 thu\u1eadt to\u00e1n m\u00e1y h\u1ecdc ch\u01b0a th\u1ec3 ch\u1ea1m t\u1edbi.<\/p>\n<h3>2. Th\u1ea9m \u0111\u1ecbnh \u0111\u1ea1o \u0111\u1ee9c v\u00e0 t\u00ednh chu\u1ea9n x\u00e1c c\u1ee7a th\u00f4ng \u0111i\u1ec7p<\/h3>\n<p>M\u1ed9t chi\u1ebfn d\u1ecbch truy\u1ec1n th\u00f4ng th\u00e0nh c\u00f4ng kh\u00f4ng ch\u1ec9 d\u1ef1a tr\u00ean m\u1ee9c \u0111\u1ed9 ti\u1ebfp c\u1eadn (reach) hay t\u01b0\u01a1ng t\u00e1c (engagement) m\u00e0 c\u00f2n \u1edf chu\u1ea9n m\u1ef1c \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m x\u00e3 h\u1ed9i. Vi\u1ec7c ki\u1ec3m ch\u1ee9ng ch\u00e9o s\u1ed1 li\u1ec7u, \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a th\u00f4ng \u0111i\u1ec7p \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m c\u00f4ng ch\u00fang y\u1ebfu th\u1ebf, c\u0169ng nh\u01b0 d\u1ef1 b\u00e1o r\u1ee7i ro ph\u1ea3n c\u1ea3m v\u0103n h\u00f3a \u0111\u00f2i h\u1ecfi l\u01b0\u01a1ng t\u00e2m ngh\u1ec1 nghi\u1ec7p v\u00e0 b\u1ea3n l\u0129nh c\u1ee7a ng\u01b0\u1eddi l\u00e0m ngh\u1ec1 gi\u00e0u kinh nghi\u1ec7m.<\/p>\n<h3>3. Chi\u1ec1u s\u00e2u b\u1ea3n s\u1eafc v\u0103n h\u00f3a v\u00e0 k\u1ef9 thu\u1eadt Storytelling ch\u00e2n th\u1eadt<\/h3>\n<p>Ng\u00f4n ng\u1eef l\u00e0 m\u1ed9t th\u1ef1c th\u1ec3 s\u1ed1ng lu\u00f4n v\u1eadn \u0111\u1ed9ng c\u00f9ng b\u1ed1i c\u1ea3nh ch\u00ednh tr\u1ecb, x\u00e3 h\u1ed9i v\u00e0 v\u0103n h\u00f3a \u0111\u01b0\u01a1ng \u0111\u1ea1i. B\u1eb1ng vi\u1ec7c l\u00e0m ch\u1ee7 <a href=\"https:\/\/dykhoa.com\/blog\/storytelling-trong-marketing-ky-thuat-va-cach-trien-khai\/\">k\u1ef9 thu\u1eadt storytelling trong marketing<\/a>, ng\u01b0\u1eddi k\u1ec3 chuy\u1ec7n kh\u00e9o l\u00e9o l\u1ed3ng gh\u00e9p nh\u1eefng \u1ea9n d\u1ee5 \u0111\u1eddi th\u01b0\u1eddng v\u00e0 c\u1ea3m x\u00fac ch\u00e2n th\u1eadt \u2013 \u0111i\u1ec1u m\u00e0 m\u00e1y m\u00f3c kh\u00f4ng th\u1ec3 n\u00e0o thay th\u1ebf. \u0110\u1ed3ng th\u1eddi, vi\u1ec7c g\u00ecn gi\u1eef phong c\u00e1ch c\u00e1 nh\u00e2n c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 ng\u01b0\u1eddi l\u00e0m ngh\u1ec1 <a href=\"https:\/\/dykhoa.com\/blog\/?p=962\">x\u00e2y d\u1ef1ng th\u01b0\u01a1ng hi\u1ec7u c\u00e1 nh\u00e2n b\u1eb1ng gi\u00e1 tr\u1ecb h\u1ecdc thu\u1eadt<\/a> v\u00e0 n\u0103ng l\u1ef1c th\u1ef1c chi\u1ebfn b\u1ec1n v\u1eefng.<\/p>\n<h2>Khung c\u1ed9ng t\u00e1c ng\u01b0\u1eddi &#8211; m\u00e1y (Human-in-the-Loop) trong quy tr\u00ecnh Marcom<\/h2>\n<p>Thay v\u00ec xem AI l\u00e0 c\u00f4ng c\u1ee5 thay th\u1ebf ho\u00e0n to\u00e0n ng\u01b0\u1eddi vi\u1ebft, c\u00e1c t\u1ed5 ch\u1ee9c truy\u1ec1n th\u00f4ng chuy\u00ean nghi\u1ec7p \u0111ang \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh c\u1ed9ng t\u00e1c &#8220;Con ng\u01b0\u1eddi \u1edf trung t\u00e2m ki\u1ec3m so\u00e1t&#8221; (Human-in-the-loop) qua 4 ch\u1eb7ng:<\/p>\n<ul>\n<li><strong>Giai \u0111o\u1ea1n Kh\u00e1m ph\u00e1 (Exploration &#8211; 70% AI \/ 30% Ng\u01b0\u1eddi):<\/strong> S\u1eed d\u1ee5ng AI \u0111\u1ec3 m\u1edf r\u1ed9ng g\u00f3c nh\u00ecn, t\u1ed5ng h\u1ee3p nhanh c\u00e1c ch\u1ee7 \u0111\u1ec1 \u0111ang \u0111\u01b0\u1ee3c quan t\u00e2m, ph\u00e2n lo\u1ea1i ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 g\u1ee3i \u00fd h\u00e0ng ch\u1ee5c h\u01b0\u1edbng ti\u1ebfp c\u1eadn s\u01a1 b\u1ed9.<\/li>\n<li><strong>Giai \u0111o\u1ea1n \u0110\u1ecbnh h\u01b0\u1edbng Chi\u1ebfn l\u01b0\u1ee3c (Strategy &#8211; 10% AI \/ 90% Ng\u01b0\u1eddi):<\/strong> Con ng\u01b0\u1eddi ch\u1ecdn l\u1ecdc insight tr\u1ecdng t\u00e2m, x\u00e1c l\u1eadp m\u1ee5c ti\u00eau truy\u1ec1n th\u00f4ng, \u0111\u1ecbnh v\u1ecb th\u00f4ng \u0111i\u1ec7p c\u1ed1t l\u00f5i (key message) v\u00e0 thi\u1ebft l\u1eadp ranh gi\u1edbi \u0111\u1ea1o \u0111\u1ee9c cho chi\u1ebfn d\u1ecbch.<\/li>\n<li><strong>Giai \u0111o\u1ea1n S\u1ea3n xu\u1ea5t &amp; Th\u1eed nghi\u1ec7m (Drafting &amp; Testing &#8211; 60% AI \/ 40% Ng\u01b0\u1eddi):<\/strong> AI h\u1ed7 tr\u1ee3 vi\u1ebft b\u1ea3n th\u1ea3o \u0111\u1ea7u ti\u00ean, sinh c\u00e1c bi\u1ebfn th\u1ec3 A\/B testing cho ti\u00eau \u0111\u1ec1 v\u00e0 \u0111\u1ecbnh d\u1ea1ng n\u1ed9i dung cho t\u1eebng k\u00eanh ph\u00e2n ph\u1ed1i.<\/li>\n<li><strong>Giai \u0111o\u1ea1n Bi\u00ean t\u1eadp &amp; Gi\u1eef ch\u1ea5t (Refinement &amp; Quality Control &#8211; 10% AI \/ 90% Ng\u01b0\u1eddi):<\/strong> Bi\u00ean t\u1eadp vi\u00ean tr\u1ef1c ti\u1ebfp g\u1ecdt gi\u0169a ng\u00f4n t\u1eeb, \u0111\u01b0a v\u00e0o c\u00e1c tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n, ki\u1ec3m ch\u1ee9ng t\u1eebng s\u1ed1 li\u1ec7u tr\u00edch d\u1eabn v\u00e0 b\u1ea3o \u0111\u1ea3m gi\u1ecdng \u0111i\u1ec7u mang \u0111\u1eadm b\u1ea3n s\u1eafc th\u01b0\u01a1ng hi\u1ec7u.<\/li>\n<\/ul>\n<h2>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 \u1ee9ng d\u1ee5ng AI vi\u1ebft content (FAQ)<\/h2>\n<h3>AI vi\u1ebft content c\u00f3 b\u1ecb Google ph\u1ea1t kh\u00f4ng?<\/h3>\n<p>Theo h\u01b0\u1edbng d\u1eabn ch\u00ednh th\u1ee9c t\u1eeb Google T\u00ecm ki\u1ebfm, Google kh\u00f4ng ph\u1ea1t n\u1ed9i dung ch\u1ec9 v\u00ec n\u00f3 \u0111\u01b0\u1ee3c t\u1ea1o b\u1edfi AI. Thay v\u00e0o \u0111\u00f3, thu\u1eadt to\u00e1n \u0111\u00e1nh gi\u00e1 d\u1ef1a tr\u00ean ti\u00eau chu\u1ea9n E-E-A-T (Kinh nghi\u1ec7m, Chuy\u00ean m\u00f4n, Th\u1ea9m quy\u1ec1n v\u00e0 \u0110\u1ed9 tin c\u1eady). N\u1ebfu n\u1ed9i dung h\u1eefu \u00edch, ch\u00ednh x\u00e1c v\u00e0 ph\u1ee5c v\u1ee5 ng\u01b0\u1eddi \u0111\u1ecdc tr\u01b0\u1edbc ti\u00ean, b\u00e0i vi\u1ebft v\u1eabn \u0111\u01b0\u1ee3c x\u1ebfp h\u1ea1ng cao. Ng\u01b0\u1ee3c l\u1ea1i, vi\u1ec7c l\u1ea1m d\u1ee5ng AI \u0111\u1ec3 t\u1ea1o n\u1ed9i dung r\u00e1c h\u00e0ng lo\u1ea1t nh\u1eb1m thao t\u00fang th\u1ee9 h\u1ea1ng t\u00ecm ki\u1ebfm s\u1ebd b\u1ecb x\u1eed l\u00fd nghi\u00eam kh\u1eafc.<\/p>\n<h3>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 prompt AI vi\u1ebft content mang phong c\u00e1ch th\u01b0\u01a1ng hi\u1ec7u ri\u00eang?<\/h3>\n<p>\u0110\u1ec3 AI ph\u1ea3n \u00e1nh \u0111\u00fang gi\u1ecdng \u0111i\u1ec7u th\u01b0\u01a1ng hi\u1ec7u, b\u1ea1n c\u1ea7n cung c\u1ea5p b\u1ed9 t\u00e0i li\u1ec7u \u0111\u1ecbnh v\u1ecb (Tone of Voice Guide), v\u0103n b\u1ea3n m\u1eabu chu\u1ea9n, \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f4ng ch\u00fang m\u1ee5c ti\u00eau v\u00e0 danh s\u00e1ch c\u00e1c t\u1eeb ng\u1eef c\u1ea5m k\u1ef5 (negative prompts). Quan tr\u1ecdng h\u01a1n c\u1ea3, b\u1ea3n th\u1ea3o sau khi AI t\u1ea1o ra lu\u00f4n ph\u1ea3i \u0111\u01b0\u1ee3c bi\u00ean t\u1eadp vi\u00ean con ng\u01b0\u1eddi tr\u1ef1c ti\u1ebfp hi\u1ec7u \u0111\u00ednh v\u00e0 b\u1ed5 sung c\u00e1c v\u00ed d\u1ee5 th\u1ef1c t\u1ebf.<\/p>\n<p>\u0110\u00f4i l\u1eddi gi\u1edbi thi\u1ec7u<\/p>\n<p>B\u00e0i vi\u1ebft n\u00e0y \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p b\u1edfi Nguy\u1ec5n Ho\u00e0ng Anh Khoa (Dy Khoa), gi\u1ea3ng vi\u00ean Khoa Quan h\u1ec7 c\u00f4ng ch\u00fang v\u00e0 Truy\u1ec1n th\u00f4ng, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc V\u0103n Lang, v\u00e0 l\u00e0 ng\u01b0\u1eddi t\u1ed1t nghi\u1ec7p Th\u1ea1c s\u0129 Truy\u1ec1n th\u00f4ng Khoa h\u1ecdc v\u00e0 Thu h\u00fat C\u00f4ng ch\u00fang (Science Communication and Public Engagement) t\u1ea1i Universiti Malaya (UM), Malaysia. \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n c\u1ed1t l\u00f5i m\u00e0 anh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n v\u00e0 ti\u1ebfp t\u1ee5c theo \u0111u\u1ed5i trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 th\u1ef1c h\u00e0nh ngh\u1ec1 nghi\u1ec7p.<\/p>\n<p>N\u1ebfu b\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft c\u00f3 sai s\u00f3t ho\u1eb7c mu\u1ed1n g\u00f3p \u00fd, vui l\u00f2ng g\u1eedi email v\u1ec1 hi@dykhoa.com.<\/p>\n<h2>T\u00e0i li\u1ec7u tham kh\u1ea3o<\/h2>\n<ul>\n<li>De Cremer, D., Bianzino, N. M., &amp; Falk, B. (2023). How Generative AI Could Disrupt Creative Work. <em>Harvard Business Review<\/em>. https:\/\/hbr.org\/2023\/04\/how-generative-ai-could-disrupt-creative-work<\/li>\n<li>Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M. A., Al-Busaidi, A. S., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D., &#8230; Wright, R. (2023). &#8220;So what if ChatGPT wrote it?&#8221; Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI. <em>International Journal of Information Management, 71<\/em>, 102642. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2023.102642<\/li>\n<li>Grewal, D., Satornino, C. B., Davenport, T., &amp; Guha, A. (2025). How generative AI is shaping the future of marketing. <em>Journal of the Academy of Marketing Science, 53<\/em>(3), 702\u2013722. https:\/\/doi.org\/10.1007\/s11747-024-01064-3<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean b\u00f9ng n\u1ed5 c\u1ee7a Generative AI, l\u00e0m sao \u0111\u1ec3 b\u00e0i vi\u1ebft do m\u00e1y h\u1ed7 tr\u1ee3 kh\u00f4ng r\u01a1i v\u00e0o b\u1eaby \u0111\u1ed3ng d\u1ea1ng v\u00e0 m\u1ea5t ch\u1ea5t th\u01b0\u01a1ng hi\u1ec7u? C\u00f9ng ph\u00e2n t\u00edch khung c\u1ed9ng t\u00e1c Human-in-the-loop v\u00e0 c\u00e1c gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a ng\u01b0\u1eddi l\u00e0m truy\u1ec1n th\u00f4ng.<\/p>\n","protected":false},"author":1,"featured_media":955,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,5],"tags":[495,138,496,228,497],"class_list":["post-959","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-content","category-thuc-hanh-marcom","tag-ai-viet-content","tag-content-marketing","tag-generative-ai","tag-marcom","tag-sang-tao-noi-dung"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI vi\u1ebft content: Gi\u1eef l\u1ea1i \u0111i\u1ec1u g\u00ec \u0111\u1ec3 kh\u00f4ng m\u1ea5t ch\u1ea5t?<\/title>\n<meta name=\"description\" content=\"S\u1eed d\u1ee5ng AI vi\u1ebft content sao cho kh\u00f4ng b\u1ecb \u0111\u1ed3ng d\u1ea1ng v\u00e0 nh\u1ea1t nh\u1ebdo? 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