{"id":67115,"date":"2026-07-31T09:13:04","date_gmt":"2026-07-31T02:13:04","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/07\/31\/yahoo-tang-5-lan-pham-vi-tiep-can-quang-cao-nho-ai-tao-sinh-tren-aws-bedrock\/"},"modified":"2026-08-03T07:39:42","modified_gmt":"2026-08-03T00:39:42","slug":"yahoo-tang-5-lan-pham-vi-tiep-can-quang-cao-nho-ai-tao-sinh-tren-aws-bedrock","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/31\/yahoo-tang-5-lan-pham-vi-tiep-can-quang-cao-nho-ai-tao-sinh-tren-aws-bedrock\/","title":{"rendered":"Yahoo t\u0103ng 5 l\u1ea7n ph\u1ea1m vi ti\u1ebfp c\u1eadn qu\u1ea3ng c\u00e1o nh\u1edd AI t\u1ea1o sinh tr\u00ean AWS Bedrock"},"content":{"rendered":"<p>Yahoo \u0111\u00e3 hi\u1ec7n \u0111\u1ea1i h\u00f3a n\u1ec1n t\u1ea3ng qu\u1ea3ng c\u00e1o Yahoo DSP b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p AI t\u1ea1o sinh qua Amazon Bedrock, gi\u00fap t\u0103ng \u0111\u00e1ng k\u1ec3 quy m\u00f4 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c chi\u1ebfn d\u1ecbch. Gi\u1ea3i ph\u00e1p m\u1edbi n\u00e0y gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a l\u00ean \u0111\u1ebfn 600 l\u1ea7n v\u00e0 ph\u1ea1m vi ti\u1ebfp c\u1eadn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau l\u00ean 5 l\u1ea7n, mang l\u1ea1i hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t tr\u1ed9i cho c\u00e1c nh\u00e0 qu\u1ea3ng c\u00e1o.<\/p>\n<h2>Th\u00e1ch th\u1ee9c t\u1eeb h\u1ec7 th\u1ed1ng c\u0169<\/h2>\n<p>Vi\u1ec7c k\u1ebft n\u1ed1i \u00fd \u0111\u1ecbnh t\u00ecm ki\u1ebfm c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u1edbi c\u00e1c tr\u1ea3i nghi\u1ec7m qu\u1ea3ng c\u00e1o ph\u00f9 h\u1ee3p lu\u00f4n l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn. N\u1ec1n t\u1ea3ng b\u00ean c\u1ea7u (DSP) c\u1ee7a Yahoo gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y b\u1eb1ng c\u00f4ng ngh\u1ec7 nh\u1eafm ch\u1ecdn \u0111\u1ed1i t\u01b0\u1ee3ng tinh vi. Tr\u1ecdng t\u00e2m c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 Nh\u1eafm ch\u1ecdn l\u1ea1i theo t\u00ecm ki\u1ebfm (Search Retargeting &#8211; SRT), gi\u00fap c\u00e1c nh\u00e0 qu\u1ea3ng c\u00e1o ti\u1ebfp c\u1eadn ng\u01b0\u1eddi d\u00f9ng d\u1ef1a tr\u00ean l\u1ecbch s\u1eed t\u00ecm ki\u1ebfm c\u1ee7a h\u1ecd.<\/p>\n<p>Tr\u01b0\u1edbc \u0111\u00e2y, ki\u1ebfn tr\u00fac SRT c\u1ee7a Yahoo s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh <em>embedding<\/em> Word2Vec k\u1ebft h\u1ee3p v\u1edbi <em>locality-sensitive hashing (LSH)<\/em> \u0111\u1ec3 m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a c\u1ee7a nh\u00e0 qu\u1ea3ng c\u00e1o. Tuy nhi\u00ean, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y c\u00f3 nhi\u1ec1u h\u1ea1n ch\u1ebf:<\/p>\n<ul>\n<li><strong>T\u1eeb v\u1ef1ng l\u1ed7i th\u1eddi:<\/strong> Kh\u00f4ng ph\u1ea3n \u00e1nh c\u00e1c thu\u1eadt ng\u1eef v\u00e0 xu h\u01b0\u1edbng t\u00ecm ki\u1ebfm m\u1edbi nh\u1ea5t.<\/li>\n<li><strong>Hi\u1ec3u ng\u1eef ngh\u0129a k\u00e9m:<\/strong> Vi\u1ec7c m\u1edf r\u1ed9ng ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean s\u1ef1 t\u01b0\u01a1ng \u0111\u1ed3ng v\u1ec1 c\u00fa ph\u00e1p thay v\u00ec ng\u1eef ngh\u0129a s\u00e2u s\u1eafc \u0111\u1eb1ng sau truy v\u1ea5n.<\/li>\n<li><strong>Hi\u1ec7u qu\u1ea3 th\u1ea5p:<\/strong> Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, h\u1ec7 th\u1ed1ng kh\u00f4ng th\u1ec3 t\u1ea1o ra b\u1ea5t k\u1ef3 t\u1eeb kh\u00f3a m\u1edf r\u1ed9ng n\u00e0o.<\/li>\n<\/ul>\n<p>\u0110\u1ec3 kh\u1eafc ph\u1ee5c nh\u1eefng nh\u01b0\u1ee3c \u0111i\u1ec3m n\u00e0y, Yahoo \u0111\u00e3 tri\u1ec3n khai gi\u1ea3i ph\u00e1p m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a SRT d\u1ef1a tr\u00ean AI t\u1ea1o sinh s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) tr\u00ean Amazon Bedrock.<\/p>\n<h2>Hi\u1ec7n \u0111\u1ea1i h\u00f3a b\u1eb1ng AI t\u1ea1o sinh<\/h2>\n<p>Tr\u01b0\u1edbc khi c\u00f3 gi\u1ea3i ph\u00e1p m\u1edbi, quy tr\u00ecnh SRT c\u0169 c\u1ee7a Yahoo ho\u1ea1t \u0111\u1ed9ng nh\u01b0 sau: c\u00e1c nh\u00e0 qu\u1ea3ng c\u00e1o x\u00e1c \u0111\u1ecbnh ph\u00e2n kh\u00fac \u0111\u1ed1i t\u01b0\u1ee3ng b\u1eb1ng m\u1ed9t b\u1ed9 t\u1eeb kh\u00f3a m\u1ee5c ti\u00eau. H\u1ec7 th\u1ed1ng backend sau \u0111\u00f3 th\u1ef1c hi\u1ec7n m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a \u0111\u1ec3 t\u0103ng ph\u1ea1m vi ti\u1ebfp c\u1eadn.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/07f16fb745.png\" alt=\"S\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac c\u0169 c\u1ee7a Yahoo SRT s\u1eed d\u1ee5ng Word2Vec v\u00e0 LSH.\" style=\"--smush-placeholder-width: 1029px; --smush-placeholder-aspect-ratio: 1029\/591;border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/figure>\n<p>Nh\u1eadn th\u1ea5y c\u00e1c gi\u1edbi h\u1ea1n c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p c\u0169, m\u1ee5c ti\u00eau c\u1ee7a Yahoo l\u00e0 l\u00e0m m\u1edbi quy tr\u00ecnh m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a b\u1eb1ng m\u1ed9t gi\u1ea3i ph\u00e1p AI t\u1ea1o sinh hi\u1ec7n \u0111\u1ea1i. Amazon Bedrock \u0111\u00e3 gi\u00fap \u0111i\u1ec1u n\u00e0y tr\u1edf n\u00ean kh\u1ea3 thi. B\u1eb1ng c\u00e1ch cung c\u1ea5p quy\u1ec1n truy c\u1eadp serverless v\u00e0o nhi\u1ec1u l\u1ef1a ch\u1ecdn foundation model (FM) h\u00e0ng \u0111\u1ea7u, Amazon Bedrock \u0111\u00e3 gi\u00fap \u0111\u1ed9i ng\u0169 c\u1ee7a Yahoo th\u1eed nghi\u1ec7m v\u1edbi nhi\u1ec1u LLM, bao g\u1ed3m Amazon Nova, Meta Llama, v\u00e0 Claude c\u1ee7a Anthropic, m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng t\u00f9y ch\u1ec9nh.<\/p>\n<p>Ki\u1ebfn tr\u00fac c\u1eadp nh\u1eadt s\u1eed d\u1ee5ng Amazon Bedrock v\u00e0 AI t\u1ea1o sinh \u0111\u01b0\u1ee3c minh h\u1ecda trong s\u01a1 \u0111\u1ed3 sau:<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/59b697e849.png\" alt=\"S\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac m\u1edbi c\u1ee7a Yahoo SRT \u0111\u01b0\u1ee3c hi\u1ec7n \u0111\u1ea1i h\u00f3a v\u1edbi Amazon Bedrock.\" style=\"--smush-placeholder-width: 1029px; --smush-placeholder-aspect-ratio: 1029\/671;border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/figure>\n<h2>L\u1ef1a ch\u1ecdn LLM v\u00e0 k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng<\/h2>\n<p>Trong qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1, Yahoo \u0111\u00e3 th\u1eed nghi\u1ec7m v\u00e0 \u0111\u00e1nh gi\u00e1 m\u1ed9t s\u1ed1 m\u00f4 h\u00ecnh b\u1eb1ng Amazon SageMaker Studio. Cu\u1ed1i c\u00f9ng, <strong>Claude 3.5 Sonnet v2<\/strong> c\u1ee7a Anthropic \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ecdn l\u00e0 m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 nh\u1ea5t cho vi\u1ec7c m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a t\u00ecm ki\u1ebfm, c\u00e2n b\u1eb1ng gi\u1eefa t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng v\u00e0 s\u1ef1 t\u01b0\u01a1ng \u0111\u1ed3ng v\u1ec1 ng\u1eef ngh\u0129a.<\/p>\n<p>Khi \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u00f4ng qua Amazon Bedrock, Claude 3.5 Sonnet v2 \u0111\u00e3 ch\u1ee9ng t\u1ecf kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u01b0\u1ee3t tr\u1ed9i \u0111\u00e1ng k\u1ec3 so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p LSH c\u0169, th\u01b0\u1eddng t\u1ea1o ra h\u00e0ng tr\u0103m ho\u1eb7c th\u1eadm ch\u00ed h\u00e0ng ngh\u00ecn t\u1eeb kh\u00f3a trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p m\u00e0 LSH kh\u00f4ng t\u1ea1o ra \u0111\u01b0\u1ee3c t\u1eeb kh\u00f3a n\u00e0o. T\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng trung b\u00ecnh \u0111\u00e3 <strong>c\u1ea3i thi\u1ec7n g\u1ea5p 5 l\u1ea7n<\/strong> v\u00e0 t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng t\u1ed1i \u0111a t\u0103ng g\u1ea5p \u0111\u00f4i, ngay c\u1ea3 khi \u00e1p d\u1ee5ng c\u00e1c ng\u01b0\u1ee1ng t\u01b0\u01a1ng \u0111\u1ed3ng nghi\u00eam ng\u1eb7t.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/308022d4cf.png\" alt=\"Bi\u1ec3u \u0111\u1ed3 th\u1ec3 hi\u1ec7n t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a c\u1ee7a LLM so v\u1edbi \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng cosine.\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/742;border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/figure>\n<p>\u0110\u1ec3 gi\u1ea3m thi\u1ec3u hi\u1ec7n t\u01b0\u1ee3ng &#8220;\u1ea3o gi\u00e1c&#8221; (hallucination) c\u1ee7a LLM v\u00e0 duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng, Yahoo \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t b\u01b0\u1edbc x\u00e1c minh. C\u00e1c t\u1eeb kh\u00f3a m\u1edf r\u1ed9ng do LLM t\u1ea1o ra \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i th\u00e0nh <em>embeddings<\/em> v\u00e0 so s\u00e1nh v\u1edbi b\u1ed9 t\u1eeb kh\u00f3a g\u1ed1c. Nh\u1eefng t\u1eeb kh\u00f3a c\u00f3 \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng d\u01b0\u1edbi ng\u01b0\u1ee1ng cho ph\u00e9p s\u1ebd b\u1ecb lo\u1ea1i b\u1ecf, \u0111\u1ea3m b\u1ea3o ch\u1ec9 gi\u1eef l\u1ea1i nh\u1eefng thu\u1eadt ng\u1eef ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p>\n<p>Ngo\u00e0i ra, Yahoo c\u00f2n \u00e1p d\u1ee5ng c\u00e1c &#8220;lan can&#8221; (guardrails) \u0111\u1ec3 l\u1ecdc c\u00e1c t\u1eeb kh\u00f3a nh\u1ea1y c\u1ea3m c\u1ea3 tr\u01b0\u1edbc v\u00e0 sau qu\u00e1 tr\u00ecnh inference, \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 ch\u00ednh s\u00e1ch v\u00e0 b\u1ea3o v\u1ec7 ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<h2>T\u00e1c \u0111\u1ed9ng kinh doanh \u0111\u1ed9t ph\u00e1<\/h2>\n<p>T\u00ednh n\u0103ng m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a n\u00e2ng cao d\u1ef1a tr\u00ean AI t\u1ea1o sinh n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ra m\u1eaft ch\u00ednh th\u1ee9c v\u00e0o Q1 2025, mang l\u1ea1i gi\u00e1 tr\u1ecb to l\u1edbn cho c\u1ea3 nh\u00e0 qu\u1ea3ng c\u00e1o v\u00e0 Yahoo DSP.<\/p>\n<p><strong>\u0110\u1ed1i v\u1edbi nh\u00e0 qu\u1ea3ng c\u00e1o:<\/strong><br \/>\nH\u1ecd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb ph\u1ea1m vi ti\u1ebfp c\u1eadn \u0111\u1ed1i t\u01b0\u1ee3ng r\u1ed9ng h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n \u0111\u00e1ng k\u1ec3. Logic m\u1edf r\u1ed9ng do LLM cung c\u1ea5p gi\u00fap c\u00e1c chi\u1ebfn d\u1ecbch ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, d\u1eabn \u0111\u1ebfn m\u1ee9c \u0111\u1ed9 li\u00ean quan cao h\u01a1n, t\u01b0\u01a1ng t\u00e1c m\u1ea1nh m\u1ebd h\u01a1n v\u00e0 t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.<\/p>\n<p><strong>\u0110\u1ed1i v\u1edbi Yahoo DSP:<\/strong><br \/>\nH\u1ec7 th\u1ed1ng m\u1edbi mang l\u1ea1i nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 quy m\u00f4:<\/p>\n<ul>\n<li>Enhance <strong>g\u1ea5p 600 l\u1ea7n<\/strong> t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a.<\/li>\n<li>Enhance <strong>g\u1ea5p 5 l\u1ea7n<\/strong> ph\u1ea1m vi ti\u1ebfp c\u1eadn \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 th\u1ec3 nh\u1eafm ch\u1ecdn.<\/li>\n<li>C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t chi\u1ebfn d\u1ecbch v\u00e0 t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i.<\/li>\n<\/ul>\n<h2>T\u1ea1i sao l\u1ea1i l\u00e0 Amazon Bedrock?<\/h2>\n<p>Yahoo l\u1ef1a ch\u1ecdn Amazon Bedrock v\u00ec nhi\u1ec1u l\u00fd do chi\u1ebfn l\u01b0\u1ee3c:<\/p>\n<ul>\n<li><strong>\u0110a d\u1ea1ng l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh:<\/strong> Bedrock cho ph\u00e9p th\u1eed nghi\u1ec7m nhanh ch\u00f3ng v\u1edbi nhi\u1ec1u FM h\u00e0ng \u0111\u1ea7u.<\/li>\n<li><strong>Kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng:<\/strong> Bedrock cung c\u1ea5p quy\u1ec1n truy c\u1eadp serverless v\u00e0o c\u00e1c LLM, lo\u1ea1i b\u1ecf g\u00e1nh n\u1eb7ng v\u1eadn h\u00e0nh, m\u1edf r\u1ed9ng quy m\u00f4 hay v\u00e1 l\u1ed7i.<\/li>\n<li><strong>T\u00f9y ch\u1ecdn inference linh ho\u1ea1t:<\/strong> Cung c\u1ea5p c\u1ea3 t\u00f9y ch\u1ecdn inference theo l\u00f4 (batch) v\u00e0 th\u1eddi gian th\u1ef1c (real-time) \u0111\u1ec3 t\u1ea1o m\u1eabu v\u00e0 ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng.<\/li>\n<li><strong>N\u00e2ng c\u1ea5p m\u00f4 h\u00ecnh d\u1ec5 d\u00e0ng:<\/strong> Vi\u1ec7c chuy\u1ec3n sang m\u1ed9t phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh m\u1edbi h\u01a1n ch\u1ec9 l\u00e0 m\u1ed9t thay \u0111\u1ed5i v\u1ec1 c\u1ea5u h\u00ecnh.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch thay th\u1ebf quy tr\u00ecnh Word2Vec v\u00e0 LSH c\u0169 b\u1eb1ng c\u00e1c LLM \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi Amazon Bedrock, Yahoo \u0111\u00e3 t\u1ea1o ra c\u00e1c b\u1ed9 t\u1eeb kh\u00f3a m\u1edf r\u1ed9ng ch\u00ednh x\u00e1c v\u00e0 ph\u00f9 h\u1ee3p h\u01a1n v\u1ec1 m\u1eb7t ng\u1eef c\u1ea3nh. C\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi n\u00e0y gi\u00fap th\u00fac \u0111\u1ea9y hi\u1ec7u su\u1ea5t chi\u1ebfn d\u1ecbch m\u1ea1nh m\u1ebd h\u01a1n, mang l\u1ea1i t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i cao h\u01a1n v\u00e0 s\u1ef1 linh ho\u1ea1t trong v\u1eadn h\u00e0nh, gi\u00fap Yahoo DSP m\u1edf r\u1ed9ng quy m\u00f4 nhanh h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n trong l\u0129nh v\u1ef1c qu\u1ea3ng c\u00e1o d\u1ef1a tr\u00ean AI.<\/p>","protected":false},"excerpt":{"rendered":"<p>Yahoo \u0111\u00e3 hi\u1ec7n \u0111\u1ea1i h\u00f3a n\u1ec1n t\u1ea3ng qu\u1ea3ng c\u00e1o Yahoo DSP b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p AI t\u1ea1o sinh qua Amazon Bedrock, gi\u00fap t\u0103ng \u0111\u00e1ng k\u1ec3 quy m\u00f4 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c chi\u1ebfn d\u1ecbch. Gi\u1ea3i ph\u00e1p m\u1edbi n\u00e0y gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng t\u1eeb kh\u00f3a l\u00ean \u0111\u1ebfn 600 l\u1ea7n v\u00e0 ph\u1ea1m vi ti\u1ebfp&#8230;<\/p>","protected":false},"author":22,"featured_media":67111,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-67115","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ctelers-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yahoo t\u0103ng 5 l\u1ea7n ph\u1ea1m vi ti\u1ebfp c\u1eadn qu\u1ea3ng c\u00e1o nh\u1edd AI t\u1ea1o sinh tr\u00ean AWS Bedrock | CMC Telecom<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/31\/yahoo-tang-5-lan-pham-vi-tiep-can-quang-cao-nho-ai-tao-sinh-tren-aws-bedrock\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yahoo t\u0103ng 5 l\u1ea7n ph\u1ea1m vi ti\u1ebfp c\u1eadn qu\u1ea3ng c\u00e1o nh\u1edd AI t\u1ea1o sinh tr\u00ean AWS Bedrock | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"Yahoo \u0111\u00e3 hi\u1ec7n \u0111\u1ea1i h\u00f3a n\u1ec1n t\u1ea3ng qu\u1ea3ng c\u00e1o Yahoo DSP b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p AI t\u1ea1o sinh qua Amazon Bedrock, gi\u00fap t\u0103ng \u0111\u00e1ng k\u1ec3 quy m\u00f4 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c chi\u1ebfn d\u1ecbch. 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