{"id":66903,"date":"2026-07-06T09:13:48","date_gmt":"2026-07-06T02:13:48","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/07\/03\/inscribe-dung-aws-bedrock-phat-hien-gian-lan-tai-lieu-chi-trong-90-giay\/"},"modified":"2026-07-03T16:00:36","modified_gmt":"2026-07-03T09:00:36","slug":"inscribe-dung-aws-bedrock-phat-hien-gian-lan-tai-lieu-chi-trong-90-giay","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/06\/inscribe-dung-aws-bedrock-phat-hien-gian-lan-tai-lieu-chi-trong-90-giay\/","title":{"rendered":"Inscribe d\u00f9ng AWS Bedrock ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i li\u1ec7u ch\u1ec9 trong 90 gi\u00e2y"},"content":{"rendered":"

V\u1edbi t\u00ecnh tr\u1ea1ng c\u1ee9 16 t\u00e0i li\u1ec7u th\u00ec c\u00f3 1 l\u00e0 gi\u1ea3 m\u1ea1o v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt l\u00e0m gi\u1ea3 b\u1eb1ng AI t\u0103ng g\u1ea5p 5 l\u1ea7n ch\u1ec9 trong n\u0103m 2025, c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c kh\u1ed5ng l\u1ed3. Inscribe, m\u1ed9t c\u00f4ng ty chuy\u00ean v\u1ec1 ph\u00e1t hi\u1ec7n gian l\u1eadn, \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng agentic AI<\/em> (AI t\u00e1c t\u1eed) tr\u00ean n\u1ec1n t\u1ea3ng Amazon Bedrock, gi\u00fap ph\u00e2n t\u00edch v\u00e0 ph\u00e1t hi\u1ec7n t\u00e0i li\u1ec7u t\u00e0i ch\u00ednh gi\u1ea3 m\u1ea1o trong ch\u01b0a \u0111\u1ea7y 90 gi\u00e2y. Gi\u1ea3i ph\u00e1p n\u00e0y nhanh h\u01a1n 20 l\u1ea7n so v\u1edbi quy tr\u00ecnh th\u1ee7 c\u00f4ng m\u00e0 v\u1eabn \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i tr\u00ecnh theo y\u00eau c\u1ea7u c\u1ee7a ng\u00e0nh t\u00e0i ch\u00ednh.<\/p>\n

Amazon Bedrock l\u00e0 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd to\u00e0n ph\u1ea7n c\u1ee7a AWS, cung c\u1ea5p l\u1ef1a ch\u1ecdn c\u00e1c foundation models<\/em> (m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng) hi\u1ec7u su\u1ea5t cao t\u1eeb c\u00e1c c\u00f4ng ty AI h\u00e0ng \u0111\u1ea7u nh\u01b0 Anthropic, Meta, v\u00e0 Amazon th\u00f4ng qua m\u1ed9t API duy nh\u1ea5t. D\u1ecbch v\u1ee5 n\u00e0y c\u0169ng trang b\u1ecb c\u00e1c c\u00f4ng c\u1ee5 c\u1ea7n thi\u1ebft \u0111\u1ec3 x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh v\u1edbi t\u00ednh b\u1ea3o m\u1eadt, ri\u00eang t\u01b0 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/p>\n

Th\u00e1ch th\u1ee9c t\u1eeb gian l\u1eadn t\u00e0i li\u1ec7u quy m\u00f4 l\u1edbn<\/h2>\n

\u0110\u1ed1i v\u1edbi m\u1ed9t ng\u00e2n h\u00e0ng c\u1ee1 v\u1eeba, quy tr\u00ecnh duy\u1ec7t m\u1ed9t h\u1ed3 s\u01a1 vay v\u1ed1n \u0111i\u1ec3n h\u00ecnh \u0111\u00f2i h\u1ecfi chuy\u00ean vi\u00ean ph\u00e2n t\u00edch ph\u1ea3i x\u00e1c th\u1ef1c sao k\u00ea ng\u00e2n h\u00e0ng, phi\u1ebfu l\u01b0\u01a1ng, gi\u1ea5y t\u1edd thu\u1ebf v\u00e0 gi\u1ea5y t\u1edd t\u00f9y th\u00e2n. H\u1ecd ph\u1ea3i \u0111\u1ed1i chi\u1ebfu th\u00f4ng tin, ki\u1ec3m tra d\u1ea5u hi\u1ec7u ch\u1ec9nh s\u1eeda (bao g\u1ed3m c\u1ea3 deepfake v\u00e0 gi\u1ea3 m\u1ea1o b\u1eb1ng AI ng\u00e0y c\u00e0ng tinh vi), v\u00e0 nghi\u00ean c\u1ee9u v\u1ec1 c\u00f4ng ty v\u00e0 \u0111\u1ecba ch\u1ec9 c\u1ee7a ng\u01b0\u1eddi n\u1ed9p \u0111\u01a1n. T\u1ea5t c\u1ea3 ph\u1ea3i \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nhanh ch\u00f3ng \u0111\u1ec3 kh\u00f4ng m\u1ea5t kh\u00e1ch h\u00e0ng v\u00e0o tay \u0111\u1ed1i th\u1ee7.<\/p>\n

Quy tr\u00ecnh th\u1ee7 c\u00f4ng n\u00e0y t\u1ea1o ra ba th\u00e1ch th\u1ee9c l\u1edbn:<\/p>\n

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  • Quy m\u00f4:<\/strong> Khi l\u01b0\u1ee3ng h\u1ed3 s\u01a1 t\u0103ng, c\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i tuy\u1ec3n th\u00eam nh\u00e2n s\u1ef1, l\u00e0m t\u0103ng chi ph\u00ed nh\u01b0ng kh\u00f4ng c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/li>\n
  • Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng:<\/strong> C\u00e1c quy t\u1eafc ph\u00e1t hi\u1ec7n gian l\u1eadn t\u0129nh b\u1ecf l\u1ee1 c\u00e1c chi\u00eau th\u1ee9c tinh vi nh\u01b0 deepfake, t\u00e0i li\u1ec7u gi\u1ea3 do AI t\u1ea1o ra, v\u00e0 c\u00e1c \u0111\u01b0\u1eddng d\u00e2y tr\u1ed9m c\u1eafp danh t\u00ednh c\u00f3 t\u1ed5 ch\u1ee9c.<\/li>\n
  • T\u00ednh nh\u1ea5t qu\u00e1n:<\/strong> C\u00e1c chuy\u00ean vi\u00ean kh\u00e1c nhau c\u00f3 th\u1ec3 \u0111\u01b0a ra k\u1ebft lu\u1eadn kh\u00e1c nhau cho c\u00e1c tr\u01b0\u1eddng h\u1ee3p t\u01b0\u01a1ng t\u1ef1, g\u00e2y ra r\u1ee7i ro tu\u00e2n th\u1ee7 v\u00e0 lo ng\u1ea1i v\u1ec1 t\u00ednh c\u00f4ng b\u1eb1ng.<\/li>\n<\/ul>\n

    Gi\u1ea3i ph\u00e1p AI t\u00e1c t\u1eed: V\u01b0\u1ee3t tr\u1ed9i h\u01a1n quy tr\u00ecnh th\u1ee7 c\u00f4ng<\/h2>\n

    Inscribe \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t gi\u1ea3i ph\u00e1p AI ho\u1ea1t \u0111\u1ed9ng song song v\u1edbi c\u00e1c nh\u00f3m qu\u1ea3n l\u00fd r\u1ee7i ro v\u00e0 th\u1ea9m \u0111\u1ecbnh. H\u1ec7 th\u1ed1ng n\u00e0y t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ph\u00e2n t\u00edch t\u00e0i li\u1ec7u th\u00f4ng th\u01b0\u1eddng v\u00e0 g\u1eafn c\u1edd c\u00e1c tr\u01b0\u1eddng h\u1ee3p ph\u1ee9c t\u1ea1p \u0111\u1ec3 con ng\u01b0\u1eddi xem x\u00e9t. Thay v\u00ec ch\u1ec9 tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u h\u1ecfi \u0111\u01a1n l\u1ebb, m\u1ed9t h\u1ec7 th\u1ed1ng agentic AI c\u00f3 th\u1ec3 nh\u1eadn m\u1ed9t m\u1ee5c ti\u00eau, chia nh\u1ecf th\u00e0nh c\u00e1c b\u01b0\u1edbc, s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 (m\u00f4 h\u00ecnh AI chuy\u00ean bi\u1ec7t), g\u1ecdi c\u00e1c API b\u00ean ngo\u00e0i khi c\u1ea7n v\u00e0 t\u1ed5ng h\u1ee3p m\u1ecdi th\u1ee9 th\u00e0nh m\u1ed9t quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng.<\/p>\n

    \u0110\u1ed1i v\u1edbi vi\u1ec7c ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i li\u1ec7u, h\u1ec7 th\u1ed1ng c\u1ee7a Inscribe kh\u00f4ng ch\u1ec9 g\u1eafn c\u1edd m\u1ed9t tr\u01b0\u1eddng \u0111\u00e1ng ng\u1edd. N\u00f3 nh\u1eadn t\u00e0i li\u1ec7u, \u0111\u1ecbnh tuy\u1ebfn qua c\u00e1c m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p, ch\u1ea1y ki\u1ec3m tra ph\u00e1p l\u00fd song song, t\u00ecm ki\u1ebfm tr\u00ean web \u0111\u1ec3 x\u00e1c minh chi ti\u1ebft v\u1ec1 nh\u00e0 tuy\u1ec3n d\u1ee5ng, \u0111\u1ed1i chi\u1ebfu d\u1eef li\u1ec7u tr\u00ean to\u00e0n b\u1ed9 b\u1ed9 t\u00e0i li\u1ec7u v\u00e0 t\u1ea1o ra m\u1ed9t b\u00e1o c\u00e1o gian l\u1eadn s\u1eb5n s\u00e0ng cho ki\u1ec3m to\u00e1n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi, ho\u00e0n t\u1ea5t quy tr\u00ecnh ch\u1ec9 trong v\u00e0i gi\u00e2y. \u00dd t\u01b0\u1edfng c\u1ed1t l\u00f5i l\u00e0 \u0111i\u1ec1u ph\u1ed1i \u0111\u00fang m\u00f4 h\u00ecnh cho m\u1ed7i b\u01b0\u1edbc, thay v\u00ec \u00e1p d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh cho m\u1ecdi th\u1ee9, \u0111\u1ec3 mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n v\u1edbi chi ph\u00ed th\u1ea5p h\u01a1n.<\/p>\n

    Amazon Bedrock – N\u1ec1n t\u1ea3ng cho h\u1ec7 th\u1ed1ng AI \u0111a m\u00f4 h\u00ecnh<\/h2>\n

    Vi\u1ec7c s\u1eed d\u1ee5ng Amazon Bedrock mang l\u1ea1i cho Inscribe nhi\u1ec1u l\u1ee3i th\u1ebf chi\u1ebfn l\u01b0\u1ee3c:<\/p>\n

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    • L\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh \u0111a d\u1ea1ng:<\/strong> Inscribe c\u00f3 th\u1ec3 ch\u1ecdn foundation model ph\u00f9 h\u1ee3p nh\u1ea5t cho t\u1eebng t\u00e1c v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ri\u00eang bi\u1ec7t.<\/li>\n
    • M\u1edf r\u1ed9ng serverless:<\/strong> T\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd c\u00e1c bi\u1ebfn \u0111\u1ed9ng l\u1edbn v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng x\u1eed l\u00fd t\u00e0i li\u1ec7u, t\u1eeb gi\u1edd th\u1ea5p \u0111i\u1ec3m \u0111\u1ebfn gi\u1edd cao \u0111i\u1ec3m, m\u00e0 kh\u00f4ng c\u1ea7n c\u1ea5p ph\u00e1t h\u1ea1 t\u1ea7ng chuy\u00ean d\u1ee5ng.<\/li>\n
    • B\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7 c\u1ea5p doanh nghi\u1ec7p:<\/strong> \u0110\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nghi\u00eam ng\u1eb7t c\u1ee7a ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh, v\u1edbi m\u00e3 h\u00f3a d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t truy c\u1eadp chi ti\u1ebft qua AWS IAM.<\/li>\n<\/ul>\n

      T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed v\u00e0 t\u1ed1c \u0111\u1ed9 v\u1edbi c\u00e1c m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p<\/h3>\n

      Inscribe \u0111\u00e3 \u0111\u00e1nh gi\u00e1 nhi\u1ec1u m\u00f4 h\u00ecnh tr\u00ean Amazon Bedrock \u0111\u1ec3 ch\u1ecdn ra l\u1ef1a ch\u1ecdn t\u1ed1i \u01b0u cho t\u1eebng t\u00e1c v\u1ee5:<\/p>\n

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      • Anthropic Claude Haiku 4.5:<\/strong> \u0110\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn nh\u01b0 ph\u00e2n t\u00edch c\u00fa ph\u00e1p, tr\u00edch xu\u1ea5t tr\u01b0\u1eddng v\u00e0 ki\u1ec3m tra s\u00e0ng l\u1ecdc ban \u0111\u1ea7u. M\u00f4 h\u00ecnh n\u00e0y gi\u00fap gi\u1ea3m kho\u1ea3ng 40% chi ph\u00ed inference so v\u1edbi Claude Sonnet cho c\u00e1c t\u00e1c v\u1ee5 th\u00f4ng th\u01b0\u1eddng m\u00e0 kh\u00f4ng l\u00e0m gi\u1ea3m t\u1ed1c \u0111\u1ed9.<\/li>\n
      • Meta Llama 3.1 70B v\u00e0 Meta Llama 4:<\/strong> D\u00f9ng \u0111\u1ec3 l\u00e0m gi\u00e0u giao d\u1ecbch v\u00e0 tr\u00edch xu\u1ea5t th\u1ef1c th\u1ec3. Ivo, Gi\u00e1m \u0111\u1ed1c K\u1ef9 thu\u1eadt t\u1ea1i Inscribe, gi\u1ea3i th\u00edch: “Ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a Llama cho c\u00e1c t\u00e1c v\u1ee5 \u0111\u00f3 ngang b\u1eb1ng v\u1edbi nh\u1eefng g\u00ec ch\u00fang t\u00f4i mong mu\u1ed1n, v\u00ec v\u1eady vi\u1ec7c ch\u1ecdn Llama cho ph\u00e9p ch\u00fang t\u00f4i gi\u1ea3m chi ph\u00ed m\u00e0 kh\u00f4ng ph\u1ea3i hy sinh ch\u1ea5t l\u01b0\u1ee3ng.”<\/li>\n
      • Anthropic Claude Sonnet 4 v\u00e0 4.5:<\/strong> \u0110\u00f3ng vai tr\u00f2 l\u00e0 l\u1edbp \u0111i\u1ec1u ph\u1ed1i, x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p nh\u1ea5t nh\u01b0 ph\u00e2n t\u00edch gian l\u1eadn ch\u00e9o t\u00e0i li\u1ec7u, c\u00e1c lu\u1ed3ng suy lu\u1eadn \u0111a b\u01b0\u1edbc, t\u00edch h\u1ee3p t\u00ecm ki\u1ebfm web \u0111\u1ec3 x\u00e1c minh nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 t\u1ea1o b\u00e1o c\u00e1o gian l\u1eadn b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. Context window m\u1edf r\u1ed9ng c\u1ee7a Sonnet cho ph\u00e9p n\u00f3 duy tr\u00ec nh\u1eadn th\u1ee9c tr\u00ean to\u00e0n b\u1ed9 b\u1ed9 t\u00e0i li\u1ec7u.<\/li>\n<\/ul>\n

        Ki\u1ebfn tr\u00fac ph\u00e1t hi\u1ec7n gian l\u1eadn c\u1ee7a Inscribe tr\u00ean AWS<\/h2>\n

        H\u1ec7 th\u1ed1ng c\u1ee7a Inscribe \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean h\u1ea1 t\u1ea7ng AWS \u0111\u1ec3 mang l\u1ea1i t\u1ed1c \u0111\u1ed9, \u0111\u1ed9 tin c\u1eady v\u00e0 tu\u00e2n th\u1ee7 \u1edf quy m\u00f4 l\u1edbn. Ki\u1ebfn tr\u00fac agentic c\u1ee7a n\u00f3 \u0111i\u1ec1u ph\u1ed1i c\u00e1c m\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t, quy\u1ebft \u0111\u1ecbnh b\u01b0\u1edbc ph\u00e2n t\u00edch ti\u1ebfp theo, g\u1ecdi c\u00e1c API b\u00ean ngo\u00e0i khi c\u1ea7n v\u00e0 t\u1ed5ng h\u1ee3p m\u1ecdi th\u1ee9 th\u00e0nh m\u1ed9t quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

        \n\"Ki\u1ebfn
        \n<\/figure>\n

        Lu\u1ed3ng x\u1eed l\u00fd ho\u1ea1t \u0111\u1ed9ng nh\u01b0 sau:<\/p>\n

          \n
        1. Ti\u1ebfp nh\u1eadn v\u00e0 l\u01b0u tr\u1eef:<\/strong> T\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea3i l\u00ean qua API ho\u1eb7c giao di\u1ec7n web c\u1ee7a Inscribe, sau \u0111\u00f3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean Amazon S3<\/strong>. M\u1ed9t job x\u1eed l\u00fd \u0111\u01b0\u1ee3c t\u1ea1o v\u00e0 \u0111\u01b0a v\u00e0o h\u00e0ng \u0111\u1ee3i Amazon SQS<\/strong>.<\/li>\n
        2. X\u1eed l\u00fd b\u1ea5t \u0111\u1ed3ng b\u1ed9:<\/strong> C\u00e1c worker Celery ch\u1ea1y tr\u00ean Amazon EC2<\/strong> l\u1ea5y job t\u1eeb h\u00e0ng \u0111\u1ee3i. Ki\u1ebfn tr\u00fac n\u00e0y gi\u00fap x\u1eed l\u00fd c\u00e1c \u0111\u1ed9t bi\u1ebfn v\u1ec1 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp m\u00e0 kh\u00f4ng b\u1ecb ch\u1eadm tr\u1ec5.<\/li>\n
        3. Tr\u00edch xu\u1ea5t v\u0103n b\u1ea3n:<\/strong> Amazon Textract<\/strong> cung c\u1ea5p OCR c\u01a1 b\u1ea3n, nh\u01b0ng Inscribe ng\u00e0y c\u00e0ng chuy\u1ec3n c\u00e1c workload ph\u00e2n t\u00edch c\u00fa ph\u00e1p sang c\u00e1c foundation model tr\u00ean Amazon Bedrock \u0111\u1ec3 c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n.<\/li>\n
        4. Pipeline ph\u00e1t hi\u1ec7n gian l\u1eadn \u0111a m\u00f4 h\u00ecnh:<\/strong> T\u00e0i li\u1ec7u \u0111i qua m\u1ed9t chu\u1ed7i c\u00e1c m\u00f4 h\u00ecnh tr\u00ean Amazon Bedrock<\/strong>. Claude Haiku th\u1ef1c hi\u1ec7n ph\u00e2n lo\u1ea1i ban \u0111\u1ea7u, c\u00e1c m\u00f4 h\u00ecnh Meta Llama x\u1eed l\u00fd d\u1eef li\u1ec7u giao d\u1ecbch, v\u00e0 Claude Sonnet th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch ch\u00e9o t\u00e0i li\u1ec7u v\u00e0 t\u1ea1o b\u00e1o c\u00e1o cu\u1ed1i c\u00f9ng.<\/li>\n
        5. M\u00f4 h\u00ecnh \u0111\u1ed9c quy\u1ec1n tr\u00ean Amazon SageMaker AI:<\/strong> Song song \u0111\u00f3, Inscribe ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh machine learning (ML) \u0111\u1ed9c quy\u1ec1n \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean Amazon SageMaker AI<\/strong>. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1 \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c t\u00edn hi\u1ec7u m\u00e0 c\u00e1c LLM \u0111a d\u1ee5ng b\u1ecf l\u1ee1, nh\u01b0 ph\u00e2n t\u00edch ph\u00e1p y c\u1ea5p pixel \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh h\u00ecnh \u1ea3nh b\u1ecb ch\u1ec9nh s\u1eeda.<\/li>\n
        6. L\u01b0u tr\u1eef v\u00e0 gi\u00e1m s\u00e1t:<\/strong> K\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong Amazon RDS<\/strong>. Amazon ElastiCache for Valkey<\/strong> v\u00e0 Amazon MemoryDB<\/strong> \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 caching v\u00e0 h\u1ed7 tr\u1ee3 l\u1edbp c\u01a1 s\u1edf d\u1eef li\u1ec7u vector. Amazon CloudWatch<\/strong> theo d\u00f5i hi\u1ec7u su\u1ea5t c\u1ee7a m\u00f4 h\u00ecnh.<\/li>\n<\/ol>\n

          K\u1ebft qu\u1ea3 th\u1ef1c ti\u1ec5n: Ng\u0103n ch\u1eb7n h\u00e0ng tri\u1ec7u USD th\u1ea5t tho\u00e1t<\/h2>\n

          Vi\u1ec7c chuy\u1ec3n sang ph\u00e1t hi\u1ec7n gian l\u1eadn b\u1eb1ng AI t\u00e1c t\u1eed tr\u00ean Amazon Bedrock \u0111\u00e3 mang l\u1ea1i k\u1ebft qu\u1ea3 r\u00f5 r\u1ec7t cho kh\u00e1ch h\u00e0ng c\u1ee7a Inscribe.<\/p>\n

          BHG Financial<\/strong> \u0111\u00e3 gi\u1ea3m h\u01a1n 90% th\u1eddi gian \u0111\u00e1nh gi\u00e1 th\u1ee7 c\u00f4ng v\u00e0 ng\u0103n ch\u1eb7n h\u00e0ng tri\u1ec7u USD t\u1ed5n th\u1ea5t ti\u1ec1m t\u00e0ng. <\/p>\n

          \n

          “Inscribe l\u00e0 b\u01b0\u1edbc ngo\u1eb7t \u0111\u1ed1i v\u1edbi ch\u00fang t\u00f4i. N\u00f3 \u0111\u00e3 bi\u1ebfn vi\u1ec7c ph\u00e1t hi\u1ec7n gian l\u1eadn t\u1eeb m\u1ed9t quy tr\u00ecnh th\u1ee7 c\u00f4ng, ch\u1ee7 quan th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, minh b\u1ea1ch m\u00e0 ch\u00fang t\u00f4i c\u00f3 th\u1ec3 tin t\u01b0\u1edfng m\u1ecdi l\u00fac.”
          \n\u2013 Michael Coomer<\/strong>, Gi\u00e1m \u0111\u1ed1c Qu\u1ea3n l\u00fd Gian l\u1eadn, BHG Financial<\/p>\n<\/blockquote>\n

          Logix Federal Credit Union<\/strong> \u0111\u00e3 ng\u0103n ch\u1eb7n h\u01a1n 3 tri\u1ec7u USD t\u1ed5n th\u1ea5t cho vay ti\u1ec1m n\u0103ng ch\u1ec9 trong t\u00e1m th\u00e1ng sau khi tri\u1ec3n khai Inscribe.<\/p>\n

          \n

          “Ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng Inscribe v\u00e0o cu\u1ed1i th\u00e1ng 4 n\u0103m ngo\u00e1i. V\u00e0 ch\u1ec9 trong t\u00e1m th\u00e1ng, ch\u00fang t\u00f4i \u0111\u00e3 th\u1ea5y kho\u1ea3n ti\u1ebft ki\u1ec7m t\u1eeb gian l\u1eadn cho vay ti\u1ec1m n\u0103ng h\u01a1n 3 tri\u1ec7u USD v\u00e0 v\u00f4 s\u1ed1 l\u1ea7n c\u1ee9u v\u00e3n c\u00e1c v\u1ee5 tr\u1ed9m c\u1eafp danh t\u00ednh.”
          \n\u2013 Matt Overin<\/strong>, Qu\u1ea3n l\u00fd R\u1ee7i ro Gian l\u1eadn, Logix Federal Credit Union<\/p>\n<\/blockquote>\n

          BCU<\/strong>, m\u1ed9t hi\u1ec7p h\u1ed9i t\u00edn d\u1ee5ng h\u00e0ng \u0111\u1ea7u, \u0111\u00e3 ng\u0103n ch\u1eb7n \u0111\u01b0\u1ee3c 5,6 tri\u1ec7u USD t\u1ed5n th\u1ea5t do gian l\u1eadn nh\u1edd kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n c\u00e1c m\u1eabu h\u00ecnh gian l\u1eadn c\u00f3 t\u1ed5 ch\u1ee9c c\u1ee7a Inscribe.<\/p>\n

          \n

          “M\u1ed9t s\u1ed1 kho\u1ea3n ng\u0103n ch\u1eb7n t\u1ed5n th\u1ea5t l\u1edbn nh\u1ea5t c\u1ee7a ch\u00fang t\u00f4i trong v\u00e0i n\u0103m qua \u0111\u1ebfn tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c ph\u00e1t hi\u1ec7n c\u1ee7a Inscribe. Ch\u00fang t\u00f4i \u0111ang n\u00f3i v\u1ec1 h\u00e0ng tri\u1ec7u USD t\u1ed5n th\u1ea5t \u0111\u01b0\u1ee3c ng\u0103n ch\u1eb7n, v\u00e0 \u0111i\u1ec1u \u0111\u00f3 \u0111\u00e3 t\u1ea1o ra s\u1ef1 kh\u00e1c bi\u1ec7t c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c trong vi\u1ec7c ch\u00fang t\u00f4i c\u00f3 th\u1ec3 ng\u0103n ch\u1eb7n gian l\u1eadn nhanh ch\u00f3ng v\u00e0 t\u1ef1 tin nh\u01b0 th\u1ebf n\u00e0o.”
          \n\u2013 Nickie Christianson<\/strong>, Gi\u00e1m \u0111\u1ed1c C\u1ea5p cao, Nh\u00f3m B\u1ea3o v\u1ec7 T\u00e0i kho\u1ea3n, BCU<\/p>\n<\/blockquote>\n

          K\u1ebft lu\u1eadn<\/h2>\n

          C\u00e2u chuy\u1ec7n th\u00e0nh c\u00f4ng c\u1ee7a Inscribe cho th\u1ea5y ti\u1ec1m n\u0103ng c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng AI t\u00e1c t\u1eed v\u00e0o c\u00e1c quy tr\u00ecnh ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i li\u1ec7u. Doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u00f3 \u0111\u01b0\u1ee3c quy tr\u00ecnh x\u00e9t duy\u1ec7t nhanh h\u01a1n m\u00e0 c\u00f2n s\u1edf h\u1eefu m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng suy lu\u1eadn, th\u00edch \u1ee9ng v\u00e0 ph\u00e1t hi\u1ec7n c\u00e1c chi\u1ebfn thu\u1eadt gian l\u1eadn m\u1edbi. Ki\u1ebfn tr\u00fac \u0111a m\u00f4 h\u00ecnh tr\u00ean Amazon Bedrock c\u0169ng cung c\u1ea5p m\u1ed9t khu\u00f4n m\u1eabu cho c\u00e1c doanh nghi\u1ec7p kh\u00e1c \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c t\u01b0\u01a1ng t\u1ef1, gi\u00fap c\u00e2n b\u1eb1ng gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng, t\u1ed1c \u0111\u1ed9 v\u00e0 chi ph\u00ed trong c\u00e1c workflow AI ph\u1ee9c t\u1ea1p.<\/p>","protected":false},"excerpt":{"rendered":"

          V\u1edbi t\u00ecnh tr\u1ea1ng c\u1ee9 16 t\u00e0i li\u1ec7u th\u00ec c\u00f3 1 l\u00e0 gi\u1ea3 m\u1ea1o v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt l\u00e0m gi\u1ea3 b\u1eb1ng AI t\u0103ng g\u1ea5p 5 l\u1ea7n ch\u1ec9 trong n\u0103m 2025, c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c kh\u1ed5ng l\u1ed3. Inscribe, m\u1ed9t c\u00f4ng ty chuy\u00ean v\u1ec1 ph\u00e1t hi\u1ec7n gian l\u1eadn, \u0111\u00e3 x\u00e2y…<\/p>","protected":false},"author":22,"featured_media":66901,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-66903","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ctelers-blogs"],"acf":[],"yoast_head":"\nInscribe d\u00f9ng AWS Bedrock ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i li\u1ec7u ch\u1ec9 trong 90 gi\u00e2y | 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\/06\/inscribe-dung-aws-bedrock-phat-hien-gian-lan-tai-lieu-chi-trong-90-giay\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inscribe d\u00f9ng AWS Bedrock ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i li\u1ec7u ch\u1ec9 trong 90 gi\u00e2y | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"V\u1edbi t\u00ecnh tr\u1ea1ng c\u1ee9 16 t\u00e0i li\u1ec7u th\u00ec c\u00f3 1 l\u00e0 gi\u1ea3 m\u1ea1o v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt l\u00e0m gi\u1ea3 b\u1eb1ng AI t\u0103ng g\u1ea5p 5 l\u1ea7n ch\u1ec9 trong n\u0103m 2025, c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t th\u00e1ch th\u1ee9c kh\u1ed5ng l\u1ed3. 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