{"id":3746,"date":"2022-12-29T11:13:25","date_gmt":"2022-12-29T04:13:25","guid":{"rendered":"http:\/\/htttdn.com\/?post_type=ht_kb&#038;p=3746"},"modified":"2022-12-29T11:14:36","modified_gmt":"2022-12-29T04:14:36","slug":"loi-ich-va-thach-thuc-cua-tri-tue-nhan-tao-danh-cho-cac-doanh-nghiep-nho","status":"publish","type":"ht_kb","link":"https:\/\/htttdn.com\/index.php\/tin-tuc\/loi-ich-va-thach-thuc-cua-tri-tue-nhan-tao-danh-cho-cac-doanh-nghiep-nho\/","title":{"rendered":"L\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u00e0nh cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf"},"content":{"rendered":"<p style=\"text-align: right;\"><em>Ngu\u1ed3n: <a href=\"https:\/\/www.matellio.com\/blog\/ai-for-small-business\/\" target=\"_blank\" rel=\"noopener noreferrer\">www.matellio.com<\/a><\/em><\/p>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang b\u1ed5 sung h\u00e0ng ngh\u00ecn t\u1ef7 \u0111\u00f4 la v\u00e0o GDP to\u00e0n c\u1ea7u, th\u1eadt d\u1ec5 d\u00e0ng th\u1ea5y r\u00f5 t\u00e1c \u0111\u1ed9ng tuy\u1ec7t v\u1eddi c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf. AI th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng ngh\u1ec7 t\u1ed1t nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi, mang l\u1ea1i l\u1ee3i \u00edch cho c\u00e1c doanh nghi\u1ec7p t\u1eeb m\u1ecdi l\u0129nh v\u1ef1c v\u00e0 quy m\u00f4, nh\u01b0ng khi n\u00f3i \u0111\u1ebfn c\u00e1c doanh nghi\u1ec7p quy m\u00f4 nh\u1ecf, c\u1ea3 l\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c \u0111\u1ec1u kh\u00e1c r\u1ea5t nhi\u1ec1u so v\u1edbi vi\u1ec7c tri\u1ec3n khai doanh nghi\u1ec7p v\u1eeba v\u00e0 l\u1edbn. Trong b\u00e0i vi\u1ebft n\u00e0y, HTTDN s\u1ebd kh\u00e1m ph\u00e1 t\u1ea5t c\u1ea3 nh\u1eefng l\u1ee3i \u00edch ch\u00ednh v\u00e0 th\u00e1ch th\u1ee9c tri\u1ec3n khai m\u00e0 AI mang l\u1ea1i cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn tinh vi cho c\u00e1c gi\u1ea3i ph\u00e1p AI d\u00e0nh cho doanh nghi\u1ec7p nh\u1ecf \u0111\u1ec3 v\u01b0\u1ee3t qua t\u1ea5t c\u1ea3 nh\u1eefng th\u00e1ch th\u1ee9c n\u00f3i tr\u00ean.<\/p>\n<ul>\n<li>AI \u0111ang b\u1ed5 sung h\u00e0ng ngh\u00ecn t\u1ef7 USD v\u00e0o GDP to\u00e0n c\u1ea7u, n\u01a1i c\u00f3 tr\u00ean 99% doanh nghi\u1ec7p c\u00f3 quy m\u00f4 nh\u1ecf.<\/li>\n<li>AI \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi vi\u1ec7c c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 t\u0103ng n\u0103ng su\u1ea5t cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf.<\/li>\n<li>Chi ph\u00ed li\u00ean quan \u0111\u1ebfn vi\u1ec7c tri\u1ec3n khai, thi\u1ebfu c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u l\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf \u0111ang c\u1ed1 g\u1eafng s\u1eed d\u1ee5ng AI.<\/li>\n<li>\u0110\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong ho\u1ea1t \u0111\u1ed9ng kinh doanh, c\u00e1c c\u00f4ng ty nh\u1ecf h\u01a1n n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb quy m\u00f4 nh\u1ecf v\u00e0 sau \u0111\u00f3 m\u1edf r\u1ed9ng quy m\u00f4.<\/li>\n<\/ul>\n<h2><strong>L\u1ee3i \u00edch c\u1ee7a AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p nh\u1ecf<\/strong><\/h2>\n<p>H\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ho\u1ea1t \u0111\u1ed9ng kinh doanh \u1edf quy m\u00f4 nh\u1ecf v\u00e0 nh\u1eefng l\u1ee3i \u00edch m\u00e0 n\u00f3 mang l\u1ea1i.<\/p>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-3747\" src=\"http:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI.jpg\" alt=\"\" width=\"800\" height=\"400\" srcset=\"https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI.jpg 800w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI-300x150.jpg 300w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI-768x384.jpg 768w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI-50x25.jpg 50w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI-60x30.jpg 60w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/loi-ich-cua-AI-100x50.jpg 100w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><em><strong>D\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n<\/strong><\/em><\/p>\n<p>M\u1ed9t \u0111i\u1ec3m kh\u00e1c bi\u1ec7t gi\u00fap c\u00e1c doanh nghi\u1ec7p nh\u1ecf n\u1ed5i b\u1eadt so v\u1edbi c\u00e1c doanh nghi\u1ec7p l\u1edbn h\u01a1n l\u00e0 ph\u1ea1m vi ho\u1ea1t \u0111\u1ed9ng h\u1ea1n ch\u1ebf c\u1ee7a h\u1ecd, cho ph\u00e9p \u0111\u01b0\u1ee3c t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn m\u1ed9t d\u1ecbch v\u1ee5 c\u00e1 nh\u00e2n v\u00e0 t\u00f9y ch\u1ec9nh h\u01a1n, \u0111i\u1ec1u m\u00e0 c\u00e1c d\u1ecbch v\u1ee5 s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t v\u00e0 quy m\u00f4 l\u1edbn c\u1ee7a c\u00e1c c\u00f4ng ty l\u1edbn kh\u00f3 \u0111\u1ea1t \u0111\u01b0\u1ee3c. Tuy nhi\u00ean, m\u1ee9c \u0111\u1ed9 c\u00e1 nh\u00e2n h\u00f3a tr\u1edf n\u00ean kh\u00f3 duy tr\u00ec ngay c\u1ea3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf h\u01a1n khi h\u1ecd b\u1eaft \u0111\u1ea7u m\u1edf r\u1ed9ng quy m\u00f4 d\u1ecbch v\u1ee5 c\u1ee7a m\u00ecnh. Tuy nhi\u00ean, v\u1edbi c\u00e1c c\u00f4ng ty d\u1ecbch v\u1ee5 ph\u00e1t tri\u1ec3n AI , h\u1ecd c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c th\u00eam t\u00ednh n\u0103ng c\u00e1 nh\u00e2n h\u00f3a v\u00e0o d\u1ecbch v\u1ee5 c\u1ee7a m\u00ecnh. H\u01a1n th\u1ebf n\u1eefa, h\u1ecd th\u1eadm ch\u00ed c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch c\u00e1c m\u1eabu l\u1ecbch s\u1eed gi\u1eefa c\u00e1c kh\u00e1ch h\u00e0ng c\u00f9ng lo\u1ea1i, do \u0111\u00f3, c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 h\u01a1n tr\u01b0\u1edbc.<\/p>\n<p><em><strong>T\u0103ng n\u0103ng su\u1ea5t<\/strong><\/em><\/p>\n<p>AI \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u1edbi t\u1ed1c \u0111\u1ed9 cao v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t qua kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi. Ngo\u00e0i ra, b\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf con ng\u01b0\u1eddi kh\u1ecfi c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i. Thay v\u00e0o \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng h\u1ecd \u1edf nh\u1eefng n\u01a1i \u0111\u00f2i h\u1ecfi nhi\u1ec1u n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 h\u01a1n c\u1ee7a tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u0111\u1ea7u ra h\u01a1n trong th\u1eddi gian ng\u1eafn h\u01a1n v\u00e0 v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 n\u00e2ng cao n\u0103ng su\u1ea5t c\u1ee7a doanh nghi\u1ec7p m\u00e0 c\u00f2n n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng trong c\u00f4ng vi\u1ec7c c\u1ee7a nh\u00e2n vi\u00ean, \u0111em l\u1ea1i s\u1ef1 t\u0103ng tr\u01b0\u1edfng chung.<\/p>\n<p><em><strong>M\u1edf r\u1ed9ng m\u00f4 h\u00ecnh kinh doanh<\/strong><\/em><\/p>\n<p>Khi b\u1ea1n tri\u1ec3n khai AI v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0o m\u1ed9t t\u1ed5 ch\u1ee9c, b\u1ea1n s\u1ebd m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 ho\u1ea1t \u0111\u1ed9ng kinh doanh. Ch\u1ec9 c\u1ea7n t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 th\u00f4ng th\u01b0\u1eddng, nh\u00e2n vi\u00ean c\u1ee7a b\u1ea1n s\u1ebd c\u00f3 nhi\u1ec1u th\u1eddi gian h\u01a1n \u0111\u1ec3 tham gia v\u00e0o c\u00e1c quy tr\u00ecnh ph\u1ee9c t\u1ea1p m\u1edbi h\u01a1n. H\u1ecd c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 th\u00eam nhi\u1ec1u l\u0129nh v\u1ef1c m\u00e0 h\u1ecd c\u00f3 th\u1ec3 c\u1eaft gi\u1ea3m chi ph\u00ed b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p nhi\u1ec1u quy tr\u00ecnh n\u1ed9i b\u1ed9. V\u00ed d\u1ee5: n\u1ebfu doanh nghi\u1ec7p c\u1ee7a b\u1ea1n hi\u1ec7n \u0111ang kinh doanh b\u00e1n \u00e1o ph\u00f4ng theo y\u00eau c\u1ea7u, b\u1ea1n c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh x\u1eed l\u00fd \u0111\u01a1n \u0111\u1eb7t h\u00e0ng b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n to\u00e0n b\u1ed9 quy tr\u00ecnh h\u01b0\u1edbng \u0111\u1ebfn kh\u00e1ch h\u00e0ng v\u00e0 sau \u0111\u00f3 m\u1edf r\u1ed9ng quy m\u00f4 kinh doanh c\u1ee7a b\u1ea1n \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng \u1edf quy m\u00f4 l\u1edbn h\u01a1n, ch\u1ea5p nh\u1eadn \u0111\u01a1n \u0111\u1eb7t h\u00e0ng t\u1eeb kh\u1eafp n\u01a1i tr\u00ean th\u1ebf gi\u1edbi.<\/p>\n<p><em><strong>N\u00e2ng cao hi\u1ec7u qu\u1ea3<\/strong><\/em><\/p>\n<p>Ch\u1ec9 c\u1ea7n th\u00eam AI, ngay c\u1ea3 trong m\u1ed9t doanh nghi\u1ec7p \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a, doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n t\u1ed1c \u0111\u1ed9 ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 t\u1ed1i \u01b0u. N\u00f3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u \u0111\u00f3 b\u1eb1ng c\u00e1ch r\u00fat ng\u1eafn to\u00e0n b\u1ed9 chu tr\u00ecnh ph\u00e1t tri\u1ec3n t\u1eeb l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 thi\u1ebft k\u1ebf \u0111\u1ebfn tri\u1ec3n khai v\u00e0 th\u01b0\u01a1ng m\u1ea1i h\u00f3a cu\u1ed1i c\u00f9ng. C\u00e1c \u1ee9ng d\u1ee5ng t\u00f9y ch\u1ec9nh kh\u00e1c nhau c\u1ee7a AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, th\u1ef1c hi\u1ec7n b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, c\u1ea3i thi\u1ec7n ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng r\u1ee7i ro. AI th\u1eadm ch\u00ed c\u00f3 th\u1ec3 gi\u00fap nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh t\u00ecm ra nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 c\u1ee7a s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 trong b\u1ea5t k\u1ef3 b\u1ed9 ph\u1eadn n\u00e0o th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 gi\u00fap h\u1ecd lo\u1ea1i b\u1ecf t\u00ecnh tr\u1ea1ng tr\u00ec tr\u1ec7 trong to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n<p><strong><em>Gi\u00e1m s\u00e1t \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n<\/em><\/strong><\/p>\n<p>Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd kh\u00f4ng th\u1ec3 b\u1eaft ch\u01b0\u1edbc c\u1ee7a AI, n\u00f3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u1edbi t\u1ed1c \u0111\u1ed9 g\u1ea7n nh\u01b0 th\u1eddi gian th\u1ef1c. V\u00ed d\u1ee5: m\u1ed9t doanh nghi\u1ec7p l\u1eafp \u0111\u1eb7t camera v\u00e0 c\u1ea3m bi\u1ebfn g\u1ea7n c\u00e1c b\u1ed9 ph\u1eadn quan tr\u1ecdng c\u1ee7a m\u00e1y m\u00f3c c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng d\u1ea5u hi\u1ec7u h\u01b0 h\u1ecfng \u0111\u1ea7u ti\u00ean. Sau \u0111\u00f3, c\u00e1c c\u1ea3m bi\u1ebfn c\u1ea1nh c\u00f3 th\u1ec3 c\u1ea3nh b\u00e1o cho ch\u00ednh quy\u1ec1n v\u1ec1 t\u00ecnh hu\u1ed1ng thi\u1ec7t h\u1ea1i l\u1edbn c\u00f3 th\u1ec3 x\u1ea3y ra \u0111\u1ec3 h\u1ecd c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng k\u1ecbp th\u1eddi. M\u1ed9t s\u1ed1 h\u1ec7 th\u1ed1ng c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u1edbi kh\u1ea3 n\u0103ng b\u1eaft \u0111\u1ea7u ph\u1ea3n h\u1ed3i ngay khi ch\u00fang ph\u00e1t hi\u1ec7n ra m\u1ed9t lo\u1ea1i tr\u1ee5c tr\u1eb7c c\u1ee5 th\u1ec3, ti\u1ebft ki\u1ec7m th\u1eddi gian quan tr\u1ecdng v\u00e0 gi\u00fap doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m r\u1ea5t nhi\u1ec1u ti\u1ec1n s\u1eeda ch\u1eefa v\u00e0 t\u1ed5n th\u1ea5t th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<p><em><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t h\u01a1n trong k\u1ebft qu\u1ea3<\/strong><\/em><\/p>\n<p>V\u00ec AI \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean logic v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp s\u1eb5n, kh\u1ea3 n\u0103ng x\u1ea3y ra b\u1ea5t k\u1ef3 lo\u1ea1i sai s\u00f3t n\u00e0o trong quy tr\u00ecnh tr\u1edf n\u00ean kh\u00f4ng \u0111\u00e1ng k\u1ec3. \u0110i\u1ec1u n\u00e0y, khi so s\u00e1nh v\u1edbi c\u00e1c nhi\u1ec7m v\u1ee5 m\u00e0 con ng\u01b0\u1eddi \u0111\u1ea3m nh\u1eadn, lu\u00f4n d\u1ec5 x\u1ea3y ra sai s\u00f3t, c\u00f3 th\u1ec3 ch\u1ec9 l\u00e0 s\u01a1 su\u1ea5t, qu\u1ea3n l\u00fd k\u00e9m ho\u1eb7c \u0111\u00e0o t\u1ea1o kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7. AI lo\u1ea1i b\u1ecf t\u1ea5t c\u1ea3 nh\u1eefng h\u1ea1n ch\u1ebf n\u00e0y v\u00e0 c\u1ea3i thi\u1ec7n kh\u00f4ng ch\u1ec9 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a quy tr\u00ecnh m\u00e0 c\u00f2n tu\u00e2n th\u1ee7 ch\u1eb7t ch\u1ebd h\u01a1n c\u00e1c ti\u00eau chu\u1ea9n v\u00e0 quy \u0111\u1ecbnh. Nhi\u1ec1u h\u01a1n nh\u1eefng g\u00ec? Khi b\u1ea1n \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng AI trong b\u1ea5t k\u1ef3 quy tr\u00ecnh t\u1ed5 ch\u1ee9c n\u00e0o, n\u00f3 s\u1ebd mang l\u1ea1i cho b\u1ea1n kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng ph\u1ea1m vi ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00f3 m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/p>\n<h2>Nh\u1eefng th\u00e1ch th\u1ee9c tri\u1ec3n khai v\u1edbi AI cho t\u1ea5t c\u1ea3 c\u00e1c doanh nghi\u1ec7p<\/h2>\n<p>Gi\u1edd \u0111\u00e2y, c\u00e1c gi\u1ea3i ph\u00e1p AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho c\u00e1c doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng \u1edf quy m\u00f4 nh\u1ecf h\u01a1n , nh\u01b0ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng l\u1ee3i \u00edch \u0111\u00f3, h\u1ecd ph\u1ea3i v\u01b0\u1ee3t qua nhi\u1ec1u th\u00e1ch th\u1ee9c kh\u00e1c nhau khi tri\u1ec3n khai AI trong c\u00e1c doanh nghi\u1ec7p nh\u1ecf.<\/p>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-3748\" src=\"http:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI.jpg\" alt=\"\" width=\"800\" height=\"400\" srcset=\"https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI.jpg 800w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI-300x150.jpg 300w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI-768x384.jpg 768w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI-50x25.jpg 50w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI-60x30.jpg 60w, https:\/\/htttdn.com\/wp-content\/uploads\/2022\/12\/Thach-thuc-AI-100x50.jpg 100w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><em><strong>Chi ph\u00ed th\u1ef1c hi\u1ec7n<\/strong><\/em><\/p>\n<p>Th\u01b0\u1eddng th\u00ec c\u00e1c doanh nghi\u1ec7p nh\u1ecf c\u00f3 ng\u00e2n s\u00e1ch nh\u1ecf khi \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 th\u1ebf h\u1ec7 ti\u1ebfp theo nh\u01b0 AI. Trong m\u1ecdi tr\u01b0\u1eddng h\u1ee3p, AI kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 nh\u1ecf \u0111\u1ec3 ph\u00e1t tri\u1ec3n; n\u00f3 s\u1ebd y\u00eau c\u1ea7u m\u1ed9t s\u1ed1 kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u1ed1n \u0111\u1ec3 tri\u1ec3n khai v\u00e0 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch. \u0110i\u1ec1u n\u00e0y cu\u1ed1i c\u00f9ng \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 ROI cho c\u00e1c b\u00ean li\u00ean quan. V\u00e0 h\u1ecd kh\u00f4ng sai khi nh\u00ecn m\u1ecdi th\u1ee9 d\u01b0\u1edbi \u00e1nh s\u00e1ng n\u00e0y. Th\u00f4ng th\u01b0\u1eddng, nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi xu h\u01b0\u1edbng th\u1ecbnh h\u00e0nh trong ng\u00e0nh v\u00e0 mu\u1ed1n ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c cho c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi h\u1ecd. Do \u0111\u00f3, vi\u1ec7c t\u00ednh to\u00e1n c\u1ea9n th\u1eadn chi ph\u00ed ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf quan t\u00e2m \u0111\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong ho\u1ea1t \u0111\u1ed9ng kinh doanh .<\/p>\n<p><em><strong>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/strong><\/em><\/p>\n<p>Vi\u1ec7c tri\u1ec3n khai AI trong m\u1ed9t doanh nghi\u1ec7p \u1edf m\u1ecdi quy m\u00f4 \u0111\u1ec1u y\u00eau c\u1ea7u c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng thu\u1ed9c lo\u1ea1i r\u1ea5t c\u1ee5 th\u1ec3. B\u1ea1n mu\u1ed1n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT c\u1ee7a doanh nghi\u1ec7p m\u00ecnh c\u00f3 t\u1ed1c \u0111\u1ed9 internet cao, t\u00edch h\u1ee3p v\u1edbi \u0111\u00e1m m\u00e2y \u0111\u1ec3 x\u1eed l\u00fd song song, kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 cho kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch c\u0169ng nh\u01b0 c\u00e1c thi\u1ebft b\u1ecb v\u00e0 c\u1ea3m bi\u1ebfn th\u00f4ng minh \u0111\u1ec3 tri\u1ec3n khai AI t\u1ea1i c\u00e1c \u0111\u1ecba \u0111i\u1ec3m. \u0110i\u1ec1u n\u00e0y tr\u1edf th\u00e0nh m\u1ed9t v\u1ea5n \u0111\u1ec1 l\u1edbn \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, ph\u1ea7n m\u1ec1m v\u00e0 thi\u1ebft b\u1ecb c\u0169.<\/p>\n<p>To\u00e0n b\u1ed9 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI c\u00f3 th\u1ec3 khi\u1ebfn h\u1ecd t\u1eeb b\u1ecf \u00fd t\u01b0\u1edfng ho\u00e0n to\u00e0n.<\/p>\n<p><em><strong>L\u01b0u tr\u1eef v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/strong><\/em><\/p>\n<p>Nh\u01b0 \u0111\u00e3 \u0111\u1ec1 c\u1eadp \u1edf tr\u00ean, m\u1ed9t h\u1ea1 t\u1ea7ng AI c\u1ea7n ph\u1ea3i c\u00f3 kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. \u0110i\u1ec1u n\u00e0y l\u00e0 do h\u1ea7u h\u1ebft c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng AI th\u01b0\u01a1ng m\u1ea1i \u0111\u1ec1u d\u1ef1a v\u00e0o s\u1ef1 s\u1eb5n c\u00f3 c\u1ee7a m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00e1y m\u00f3c. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 c\u00e1c c\u00f4ng ty ph\u1ea3i \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u c\u00f3 s\u1eb5n v\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o sau m\u1ed7i ho\u1ea1t \u0111\u1ed9ng kinh doanh. V\u00e0 n\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ec1 l\u01b0u tr\u1eef; khi b\u1ea1n thu th\u1eadp d\u1eef li\u1ec7u \u1edf m\u1ee9c \u0111\u1ed9 n\u00e0y, b\u1ea3o m\u1eadt c\u1ee7a n\u00f3 c\u0169ng tr\u1edf th\u00e0nh tr\u00e1ch nhi\u1ec7m ch\u00ednh c\u1ee7a b\u1ea1n. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c doanh nghi\u1ec7p nh\u1ecf c\u1ea7n tri\u1ec3n khai m\u00f4i tr\u01b0\u1eddng qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1ed1t nh\u1ea5t, c\u1ea3 \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef, cho ph\u00e9p \u1ee9ng d\u1ee5ng AI ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch ho\u00e0n to\u00e0n an to\u00e0n.<\/p>\n<p><em><strong>Thi\u1ebfu chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u<\/strong><\/em><\/p>\n<p>T\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u m\u00e0 m\u1ecdi doanh nghi\u1ec7p, b\u1ea5t k\u1ec3 quy m\u00f4, ph\u1ea3i th\u1ef1c hi\u1ec7n. H\u1ecd c\u1ea7n hi\u1ec3u c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u00e1c silo kh\u00e1c nhau, c\u00e1ch t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u trong c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u th\u1ef1c t\u1ebf v\u00e0 kh\u00eda c\u1ea1nh n\u00e0o c\u1ee7a doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 t\u1ed1i \u01b0u. Gi\u1edd \u0111\u00e2y, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p nh\u1ecf \u0111\u1ec1u thi\u1ebfu c\u1ea3 chuy\u00ean m\u00f4n v\u00e0 kh\u1ea3 n\u0103ng ti\u1ebfp x\u00fac \u0111\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c nh\u1eefng \u0111i\u1ec1u ph\u1ee9c t\u1ea1p nh\u01b0 v\u1eady c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u nh\u1eb1m tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p AI hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p .<\/p>\n<p>Th\u00f4ng th\u01b0\u1eddng, h\u1ecd th\u1eadm ch\u00ed kh\u00f4ng c\u00f3 \u0111\u1ee7 th\u00f4ng tin \u0111\u1ec3 hi\u1ec3u l\u00e0m th\u1ebf n\u00e0o h\u1ecd c\u00f3 th\u1ec3 thu\u00ea m\u1ed9t chuy\u00ean gia d\u1eef li\u1ec7u \u0111\u1ec3 kh\u00e1m ph\u00e1 th\u00eam c\u00e1c c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n nh\u01b0 v\u1eady.<\/p>\n<p><em><strong>\u0110\u1ec1 kh\u00e1ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i<\/strong><\/em><\/p>\n<p>Nh\u1edd c\u00f3 nhi\u1ec1u truy\u1ec7n khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng, AI l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng ngh\u1ec7 b\u1ecb hi\u1ec3u l\u1ea7m nhi\u1ec1u nh\u1ea5t hi\u1ec7n nay. \u0110\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c n\u1ec1n v\u0103n h\u00f3a \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp b\u1edfi c\u00e1c doanh nghi\u1ec7p nh\u1ecf, th\u01b0\u1eddng b\u1ecb h\u1ea1n ch\u1ebf do thi\u1ebfu ti\u1ebfp x\u00fac v\u00e0 c\u00e1c m\u1ee5c ti\u00eau ng\u1eafn h\u1ea1n, AI v\u1eabn \u0111\u01b0\u1ee3c coi l\u00e0 c\u00f4ng ngh\u1ec7 \u0111ang c\u01b0\u1edbp \u0111i vi\u1ec7c l\u00e0m, c\u1ef1c k\u1ef3 t\u1ed1n k\u00e9m v\u00e0 kh\u00f4ng ng\u1eebng kh\u00f3 tri\u1ec3n khai trong m\u00f4i tr\u01b0\u1eddng kinh doanh truy\u1ec1n th\u1ed1ng. K\u1ebft qu\u1ea3 l\u00e0, khi n\u00f3i \u0111\u1ebfn vi\u1ec7c tri\u1ec3n khai ngay c\u1ea3 nh\u1eefng gi\u1ea3i ph\u00e1p AI ph\u00f9 h\u1ee3p nh\u1ea5t cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf, c\u00e1c n\u1ed7 l\u1ef1c v\u1eabn c\u00f2n n\u1eeda v\u1eddi v\u00e0 kh\u00f4ng hi\u1ec7u qu\u1ea3. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i AI ch\u1eadm v\u00e0 t\u1ed1n k\u00e9m, c\u00e0ng l\u00e0m t\u0103ng th\u00eam s\u1ef1 hi\u1ec3u l\u1ea7m li\u00ean quan \u0111\u1ebfn vi\u1ec7c tri\u1ec3n khai AI.<\/p>\n<p><em><strong>Xu h\u01b0\u1edbng thu\u1eadt to\u00e1n<\/strong><\/em><\/p>\n<p>H\u1ea7u h\u1ebft con ng\u01b0\u1eddi, bao g\u1ed3m c\u1ea3 c\u00e1c k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng AI, \u0111\u1ec1u c\u00f3 nh\u1eefng th\u00e0nh ki\u1ebfn v\u00e0 th\u00e0nh ki\u1ebfn c\u1ee7a ri\u00eang h\u1ecd. Gi\u1edd \u0111\u00e2y, vi\u1ec7c kh\u00f4ng \u0111\u1ec3 nh\u1eefng th\u00e0nh ki\u1ebfn \u0111\u00f3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c thu\u1eadt to\u00e1n AI tr\u1edf n\u00ean v\u00f4 c\u00f9ng kh\u00f3 kh\u0103n. Nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p \u0111\u00e3 ch\u1ee9ng minh r\u1eb1ng c\u00e1c \u1ee9ng d\u1ee5ng AI s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh Machine Learning c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 gia t\u0103ng c\u00e1c sai l\u1ec7ch t\u1ed5ng th\u1ec3. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao lu\u00f4n n\u00ean tr\u00e1nh c\u00e1ch ti\u1ebfp c\u1eadn h\u1ed9p \u0111en khi t\u1ea1o c\u00e1c gi\u1ea3i ph\u00e1p AI t\u00f9y ch\u1ec9nh nh\u1ecf. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o h\u01a1n n\u1eefa kh\u00f4ng c\u00f3 th\u00e0nh ki\u1ebfn n\u00e0o \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c thu\u1eadt to\u00e1n AI, vi\u1ec7c tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh v\u00e0 ti\u00eau chu\u1ea9n c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i.<\/p>\n<p>&gt;&gt;&gt; Xem th\u00eam: <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/fast.com.vn\/cac-giai-phap-chuyen-doi-so-cua-fast-cho-doanh-nghiep\" target=\"_blank\" rel=\"noopener noreferrer\">C\u00e1c gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a FAST cho doanh nghi\u1ec7p<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<div class='heateorSssClear'><\/div><div  class='heateor_sss_sharing_container heateor_sss_horizontal_sharing' heateor-sss-data-href='https:\/\/htttdn.com\/index.php\/tin-tuc\/loi-ich-va-thach-thuc-cua-tri-tue-nhan-tao-danh-cho-cac-doanh-nghiep-nho\/'><div class='heateor_sss_sharing_title' style=\"font-weight:bold\" ><\/div><ul class=\"heateor_sss_sharing_ul\"><li style=\"padding:4.2px 0 !important\" class=\"heateor_sss_facebook_like\"><ss class=\"heateor_sss_square_count\">&nbsp;<\/ss><div class=\"fb-like\" data-href=\"https:\/\/htttdn.com\/index.php\/tin-tuc\/loi-ich-va-thach-thuc-cua-tri-tue-nhan-tao-danh-cho-cac-doanh-nghiep-nho\/\" data-layout=\"button_count\" data-action=\"like\" data-show-faces=\"false\" data-share=\"false\"><\/div><\/li><li style=\"padding:4.2px 0 !important\" 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AI th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng ngh\u1ec7 t\u1ed1t nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi,&#8230;<\/p>\n","protected":false},"author":1,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":[],"ht-kb-category":[63],"ht-kb-tag":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v15.2.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\r\n<title>L\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u00e0nh cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf - H\u1ec7 th\u1ed1ng th\u00f4ng tin doanh nghi\u1ec7p<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/htttdn.com\/index.php\/tin-tuc\/loi-ich-va-thach-thuc-cua-tri-tue-nhan-tao-danh-cho-cac-doanh-nghiep-nho\/\" \/>\r\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u00e0nh cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf - H\u1ec7 th\u1ed1ng th\u00f4ng tin doanh nghi\u1ec7p\" \/>\r\n<meta property=\"og:description\" content=\"Ngu\u1ed3n: www.matellio.com Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang b\u1ed5 sung h\u00e0ng ngh\u00ecn t\u1ef7 \u0111\u00f4 la v\u00e0o GDP to\u00e0n c\u1ea7u, th\u1eadt d\u1ec5 d\u00e0ng th\u1ea5y r\u00f5 t\u00e1c \u0111\u1ed9ng tuy\u1ec7t v\u1eddi c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p nh\u1ecf. 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