{"id":5748,"date":"2023-02-27T11:55:01","date_gmt":"2023-02-27T04:55:01","guid":{"rendered":"https:\/\/wincolaw.com.vn\/?p=5748"},"modified":"2025-12-20T07:20:25","modified_gmt":"2025-12-20T00:20:25","slug":"tinh-ben-vung-cua-van-phong-bang-sang-che-va-vai-tro-cua-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/wincolaw.com.vn\/vi\/tinh-ben-vung-cua-van-phong-bang-sang-che-va-vai-tro-cua-tri-tue-nhan-tao.html","title":{"rendered":"T\u00ednh b\u1ec1n v\u1eefng c\u1ee7a v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 vai tr\u00f2 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"<p>\u0110\u1ea7u t\u01b0 v\u00e0o nguy\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n (R&amp;D) \u0111ang \u1edf m\u1ee9c \u0111\u1ed9 cao ch\u01b0a t\u1eebng th\u1ea5y. \u01af\u1edbc t\u00ednh r\u1eb1ng \u0111\u1ea7u t\u01b0 v\u00e0o R&amp;D to\u00e0n c\u1ea7u \u0111\u00e3 \u0111\u1ea1t 2.476 ngh\u00ecn t\u1ec9 USD v\u00e0o n\u0103m 2022, th\u00fac \u0111\u1ea9y s\u1ef1 t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd li\u00ean t\u1ee5c v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u0111i\u1ec1u n\u00e0y \u0111ang \u0111\u1eb7t h\u1ec7 sinh th\u00e1i b\u1eb1ng s\u00e1ng ch\u1ebf to\u00e0n c\u1ea7u, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf, v\u00e0o t\u00ecnh tr\u1ea1ng c\u0103ng th\u1eb3ng. S\u1ef1 gia t\u0103ng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 ch\u1eadm tr\u1ec5 \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c c\u1ea5p b\u1eb1ng, d\u1eabn \u0111\u1ebfn s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn v\u1ec1 m\u1eb7t ph\u00e1p l\u00fd, c\u00f3 th\u1ec3 k\u00ecm h\u00e3m s\u1ef1 \u0111\u1ed5i m\u1edbi, kh\u00f4ng khuy\u1ebfn kh\u00edch \u0111\u1ea7u t\u01b0 v\u00e0o R&amp;D v\u00e0 l\u00e0m x\u00f3i m\u00f2n kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a c\u00e1c n\u1ec1n kinh t\u1ebf qu\u1ed1c gia.<\/p>\n<p>M\u1ed9t nghi\u00ean c\u1ee9u c\u1ee7a V\u0103n ph\u00f2ng B\u1eb1ng s\u00e1ng ch\u1ebf Nh\u1eadt B\u1ea3n\u00a0v\u00e0o n\u0103m 2018, \u01b0\u1edbc t\u00ednh r\u1eb1ng c\u00e1c th\u1ea9m \u0111\u1ecbnh vi\u00ean c\u1ee7a h\u1ecd \u0111\u00e3 d\u00e0nh 30% trong t\u1ed5ng th\u1eddi gian c\u1ee7a m\u00ecnh \u0111\u1ec3 t\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt (minh ch\u1ee9ng v\u1ec1 s\u00e1ng ch\u1ebf \u0111\u00e3 \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn) v\u00e0 th\u00eam 10% th\u1eddi gian n\u1eefa \u0111\u1ec3 hi\u1ec3u v\u1ec1 n\u00f3.<\/p>\n<p><strong>D\u00f9ng AI h\u1ed7 tr\u1ee3 trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt ti\u1ec1m n\u0103ng<\/strong><\/p>\n<p>M\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111ang \u0111\u01b0\u1ee3c c\u00e1c v\u0103n ph\u00f2ng c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u00e1p d\u1ee5ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf k\u1ecbp th\u1eddi l\u00e0 s\u1eed d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p\u00a0<a href=\"https:\/\/www-wipo-int.translate.goog\/about-ip\/en\/frontier_technologies\/?_x_tr_sl=en&amp;_x_tr_tl=vi&amp;_x_tr_hl=vi&amp;_x_tr_pto=wapp\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>\u00a0(AI) \u0111\u1ec3 h\u1ed7 tr\u1ee3 x\u00e1c \u0111\u1ecbnh t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt ti\u1ec1m n\u0103ng trong qu\u00e1 tr\u00ecnh th\u1ea9m \u0111\u1ecbnh. AI c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc, v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh, kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi trong vi\u1ec7c so s\u00e1nh d\u1eef li\u1ec7u gi\u1eefa c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf v\u1edbi c\u00e1c b\u1eb1ng s\u00e1ng ch\u1ebf hi\u1ec7n c\u00f3 v\u00e0 c\u00e1c \u1ea5n ph\u1ea9m kh\u00f4ng ph\u1ea3i b\u1eb1ng s\u00e1ng ch\u1ebf \u0111\u1ec3 ph\u00e1t hi\u1ec7n ra nh\u1eefng \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng m\u00e0 th\u1ea9m \u0111\u1ecbnh vi\u00ean c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 khi t\u00ecm ki\u1ebfm v\u1ec1 t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt.\u00a0M\u1eb7c d\u00f9 \u0111i\u1ec1u n\u00e0y kh\u00f4ng thay th\u1ebf \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ph\u1ea3i \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm b\u1eb1ng th\u1ea9m \u0111\u1ecbnh vi\u00ean con ng\u01b0\u1eddi, nh\u01b0ng n\u00f3 c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 vi\u1ec7c \u0111\u00e1nh gi\u00e1 trong h\u01a1n 70% s\u1ed1 \u0111\u01a1n.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5749\" src=\"https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_1_300.jpg\" alt=\"\" width=\"400\" height=\"300\" srcset=\"https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_1_300.jpg 400w, https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_1_300-300x225.jpg 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>Kathy Van Der\u00a0Herten (\u1ea3nh tr\u00ean) cho bi\u1ebft\u00a0, s\u1ef1 gia t\u0103ng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 ch\u1eadm tr\u1ec5 \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c c\u1ea5p b\u1eb1ng, nh\u01b0ng AI c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh \u0111\u00f3.\u00a0(\u1ea2nh: \u0110\u01b0\u1ee3c s\u1ef1 cho ph\u00e9p c\u1ee7a CAS)<\/p>\n<p>\u201cAI c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc, v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh, kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi trong \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 vi\u1ec7c \u00a0 so s\u00e1nh d\u1eef li\u1ec7u gi\u1eefa c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf v\u1edbi c\u00e1c b\u1eb1ng s\u00e1ng ch\u1ebf \u00a0\u00a0\u00a0\u00a0 hi\u1ec7n c\u00f3 v\u00e0 c\u00e1c \u1ea5n ph\u1ea9m kh\u00f4ng ph\u1ea3i b\u1eb1ng s\u00e1ng ch\u1ebf \u0111\u1ec3 ph\u00e1t hi\u1ec7n ra nh\u1eefng \u00a0 \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng m\u00e0 th\u1ea9m \u0111\u1ecbnh vi\u00ean c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1\u2026\u201d<strong>\u00a0<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>S\u1ef1 gia t\u0103ng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf<\/strong><\/p>\n<p>D\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u1ee7a WIPO, CAS, m\u1ed9t b\u1ed9 ph\u1eadn c\u1ee7a Hi\u1ec7p h\u1ed9i H\u00f3a h\u1ecdc Hoa K\u1ef3, \u01b0\u1edbc t\u00ednh r\u1eb1ng n\u0103m c\u01a1 quan c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf h\u00e0ng \u0111\u1ea7u \u0111\u00e3 c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng g\u1ed9p h\u00e0ng n\u0103m l\u00e0 4,4% v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf t\u1eeb n\u0103m 2012 \u0111\u1ebfn n\u0103m 2021. Th\u00eam v\u00e0o s\u1ef1 gia t\u0103ng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng \u0111\u01a1n l\u00e0 s\u1ef1 t\u0103ng l\u00ean v\u1ec1 m\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a b\u1eb1ng s\u00e1ng ch\u1ebf, nh\u01b0 \u0111\u00e3 th\u1ea5y trong s\u1ed1 l\u01b0\u1ee3ng y\u00eau c\u1ea7u b\u1ea3o h\u1ed9 cho b\u1eb1ng s\u00e1ng ch\u1ebf, b\u1eb1ng s\u00e1ng ch\u1ebf \u0111\u01b0\u1ee3c tr\u00edch d\u1eabn cho m\u1ed7i y\u00eau c\u1ea7u, tr\u00edch d\u1eabn v\u1ec1 t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt cho m\u1ed7i b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 c\u00e1c \u0111\u1ecbnh l\u01b0\u1ee3ng kh\u00e1c.<\/p>\n<p>T\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh ph\u1ee9c t\u1ea1p, l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 t\u1ed1n th\u1eddi gian.\u00a0\u0110\u1ed1i v\u1edbi m\u1ed7i \u0111\u01a1n, ng\u01b0\u1eddi t\u00ecm ki\u1ebfm v\u00e0 th\u1ea9m \u0111\u1ecbnh vi\u00ean ph\u1ea3i \u0111\u01b0a ra chi\u1ebfn l\u01b0\u1ee3c t\u00ecm ki\u1ebfm, l\u1ef1a ch\u1ecdn s\u1eed d\u1ee5ng c\u01a1 s\u1edf d\u1eef li\u1ec7u n\u00e0o, th\u1ef1c hi\u1ec7n vi\u1ec7c t\u00ecm ki\u1ebfm, x\u00e1c minh k\u1ebft qu\u1ea3 v\u00e0 n\u1ebfu c\u1ea7n, tinh ch\u1ec9nh v\u00e0 l\u1eb7p l\u1ea1i vi\u1ec7c t\u00ecm ki\u1ebfm s\u1eed d\u1ee5ng c\u00e1c tham s\u1ed1 kh\u00e1c nhau.<\/p>\n<p>Quy m\u00f4 c\u1ee7a c\u00f4ng vi\u1ec7c t\u00ecm ki\u1ebfm n\u00e0y r\u1ea5t \u0111\u00e1ng kinh ng\u1ea1c.\u00a0Theo m\u1ed9t nghi\u00ean c\u1ee9u c\u1ee7a V\u0103n ph\u00f2ng B\u1eb1ng s\u00e1ng ch\u1ebf Ch\u00e2u \u00c2u, vi\u1ec7c t\u00ecm ki\u1ebfm \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf to\u00e0n di\u1ec7n c\u00f3 th\u1ec3 d\u1ef1a tr\u00ean t\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt trong kho\u1ea3ng 1,3 t\u1ef7 h\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt c\u00f3 trong 179 c\u01a1 s\u1edf d\u1eef li\u1ec7u, d\u1eabn \u0111\u1ebfn kho\u1ea3ng 600 tri\u1ec7u t\u00e0i li\u1ec7u xu\u1ea5t hi\u1ec7n trong k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm m\u1ed7i th\u00e1ng.<\/p>\n<p>\u201cT\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt trong kho\u1ea3ng 1,3 t\u1ef7 h\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt c\u00f3 trong 179 c\u01a1 s\u1edf d\u1eef li\u1ec7u, d\u1eabn \u0111\u1ebfn kho\u1ea3ng 600 tri\u1ec7u t\u00e0i li\u1ec7u xu\u1ea5t hi\u1ec7n trong k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm m\u1ed7i th\u00e1ng.\u201d<\/p>\n<p>S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u0111\u00f2i h\u1ecfi c\u00e1c th\u1ea9m \u0111\u1ecbnh vi\u00ean ph\u1ea3i li\u00ean t\u1ee5c m\u1edf mang tr\u00ecnh \u0111\u1ed9 trong l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n c\u1ee7a h\u1ecd.\u00a0N\u1ebfu \u0111\u01b0\u1ee3c c\u1ea5p cho d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd, AI c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh b\u1eb1ng c\u00e1ch s\u00e0ng l\u1ecdc h\u00e0ng tri\u1ec7u b\u1ed9 d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p c\u00e1c t\u00e0i li\u1ec7u tham kh\u1ea3o c\u00f3 kh\u1ea3 n\u0103ng xung \u0111\u1ed9t v\u1edbi \u0111\u01a1n \u0111\u0103ng k\u00fd s\u00e1ng ch\u1ebf m\u1ee5c ti\u00eau.<\/p>\n<p><strong>T\u0103ng t\u1ed1c th\u1ea9m \u0111\u1ecbnh b\u1eb1ng s\u00e1ng ch\u1ebf v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p c\u00f3 AI h\u1ed7 tr\u1ee3<\/strong><\/p>\n<p>Nhi\u1ec1u v\u0103n ph\u00f2ng c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u0111ang chuy\u1ec3n sang s\u1eed d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c AI h\u1ed7 tr\u1ee3 \u0111\u1ec3 gi\u00fap h\u1ecd gi\u1ea3i quy\u1ebft s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng l\u00ean c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf.\u00a0Theo WIPO, h\u01a1n 70 \u1ee9ng d\u1ee5ng \u200b\u200bli\u00ean quan \u0111\u1ebfn AI \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai \u1edf 27 v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf qu\u1ed1c gia, trong \u0111\u00f3 c\u00f3 13 \u1ee9ng d\u1ee5ng t\u1eadp trung v\u00e0o t\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt.\u00a0M\u1eb7c d\u00f9 \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh trong to\u00e0n b\u1ed9 quy tr\u00ecnh th\u1ea9m \u0111\u1ecbnh, nh\u01b0ng ch\u00fang nh\u1eb1m m\u1ee5c \u0111\u00edch \u0111\u1ea9y nhanh th\u1eddi gian th\u1ea9m \u0111\u1ecbnh, \u0111i\u1ec1u n\u00e0y th\u00fac \u0111\u1ea9y s\u1ef1 k\u1ecbp th\u1eddi v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<div id=\"attachment_5751\" style=\"width: 855px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5751\" class=\"wp-image-5751 size-full\" src=\"https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_2_845.jpg\" alt=\"\" width=\"845\" height=\"475\" srcset=\"https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_2_845.jpg 845w, https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_2_845-300x169.jpg 300w, https:\/\/wincolaw.com.vn\/wp-content\/uploads\/2025\/12\/2023_art_1_2_845-768x432.jpg 768w\" sizes=\"auto, (max-width: 845px) 100vw, 845px\" \/><p id=\"caption-attachment-5751\" class=\"wp-caption-text\">AI c\u00f3 th\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh th\u1ea9m \u0111\u1ecbnh b\u1eb1ng s\u00e1ng ch\u1ebf b\u1eb1ng c\u00e1ch s\u00e0ng l\u1ecdc h\u00e0ng tri\u1ec7u b\u1ed9 d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p c\u00e1c t\u00e0i li\u1ec7u tham kh\u1ea3o c\u00f3 kh\u1ea3 n\u0103ng xung \u0111\u1ed9t v\u1edbi m\u1ed9t \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u0111\u00e3 n\u1ed9p.\u00a0(\u1ea2nh: koto_feja\/iStock\/Getty Images Plus)<\/p><\/div>\n<p>Ch\u1eb3ng h\u1ea1n,\u00a0<a href=\"https:\/\/www-wipo-int.translate.goog\/about-ip\/en\/artificial_intelligence\/search.jsp?_x_tr_sl=en&amp;_x_tr_tl=vi&amp;_x_tr_hl=vi&amp;_x_tr_pto=wapp\">V\u0103n ph\u00f2ng S\u1edf h\u1eefu Tr\u00ed tu\u1ec7 Canada<\/a>\u00a0\u0111ang s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm AI c\u00f3 s\u1eb5n tr\u00ean th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 t\u00ecm ra m\u1ed1i li\u00ean k\u1ebft gi\u1eefa c\u00e1c tr\u00edch d\u1eabn, \u0111\u01a1n \u0111\u0103ng k\u00fd s\u00e1ng ch\u1ebf v\u00e0 t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i.\u00a0V\u0103n ph\u00f2ng B\u1eb1ng s\u00e1ng ch\u1ebf Nh\u1eadt B\u1ea3n (JPO)\u00a0\u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 l\u1eadp ch\u1ec9 m\u1ee5c t\u1ec7p, \u0111\u1ec1 xu\u1ea5t c\u00e1c ph\u00e2n lo\u1ea1i s\u00e1ng ch\u1ebf c\u00f3 li\u00ean quan v\u00e0 c\u00e1c t\u1eeb kh\u00f3a v\u00e0 x\u1ebfp h\u1ea1ng c\u00e1c t\u00e0i li\u1ec7u t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt s\u00e1ng ch\u1ebf theo m\u1ee9c \u0111\u1ed9 li\u00ean quan.\u00a0Trong khi \u0111\u00f3,\u00a0<a href=\"https:\/\/www-wipo-int.translate.goog\/about-ip\/en\/artificial_intelligence\/search.jsp?_x_tr_sl=en&amp;_x_tr_tl=vi&amp;_x_tr_hl=vi&amp;_x_tr_pto=wapp\">V\u0103n ph\u00f2ng Nh\u00e3n hi\u1ec7u v\u00e0 B\u1eb1ng s\u00e1ng ch\u1ebf Hoa K\u1ef3<\/a>\u00a0(USPTO) \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 gi\u00fap x\u00e1c \u0111\u1ecbnh kh\u1ea3 n\u0103ng c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf, ph\u00e2n t\u00edch l\u1ecbch s\u1eed truy t\u1ed1 b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 c\u1ea3i thi\u1ec7n quy\u1ec1n truy c\u1eadp c\u00f4ng khai v\u00e0o d\u1eef li\u1ec7u USPTO.<\/p>\n<p>\u201cH\u1ecdc m\u00e1y c\u00f3 hi\u1ec7u qu\u1ea3 \u0111\u1ed1i v\u1edbi vi\u1ec7c t\u00ecm ki\u1ebfm v\u0103n b\u1ea3n v\u00e0 c\u00e1c thu\u1eadt ng\u1eef \u0111\u01b0\u1ee3c \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 l\u1eadp ch\u1ec9 m\u1ee5c, nh\u01b0ng k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1c b\u1eb1ng s\u00e1ng ch\u1ebf li\u00ean quan \u00a0 \u0111\u1ebfn th\u00e0nh ph\u1ea7n c\u1ea5u th\u00e0nh c\u1ee7a v\u1eadt ch\u1ea5t, v\u1ed1n th\u01b0\u1eddng ch\u1ee9a d\u1eef li\u1ec7u quan tr\u1ecdng \u1ea9n ch\u1ee9a \u1edf c\u00e1c c\u1ea5u tr\u00fac b\u00ean trong.\u201d<\/p>\n<p>G\u1ea7n \u0111\u00e2y,\u00a0<em>Vi\u1ec7n s\u1edf h\u1eefu c\u00f4ng nghi\u1ec7p qu\u1ed1c gia<\/em>\u00a0(INPI) c\u1ee7a Brazil \u0111\u00e3 l\u00e0m vi\u1ec7c v\u1edbi CAS \u0111\u1ec3 ho\u00e0n th\u00e0nh m\u1ed9t d\u1ef1 \u00e1n s\u1eed d\u1ee5ng quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a c\u00f3 s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00ecm ki\u1ebfm t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt trong l\u0129nh v\u1ef1c h\u00f3a h\u1ecdc.\u00a0C\u00e1c \u0111\u01a1n s\u00e1ng ch\u1ebf l\u0129nh v\u1ef1c h\u00f3a h\u1ecdc, chi\u1ebfm kho\u1ea3ng 15% s\u1ed1 h\u1ed3 s\u01a1 t\u1ed3n \u0111\u1ecdng c\u1ee7a INPI Brazil, c\u1ef1c k\u1ef3 ph\u1ee9c t\u1ea1p v\u00e0 y\u00eau c\u1ea7u c\u1ea3 s\u1ef1 t\u00ecm ki\u1ebfm d\u1ef1a tr\u00ean v\u0103n b\u1ea3n v\u00e0 d\u1ef1a tr\u00ean c\u1ea5u tr\u00fac c\u1ee7a c\u00e1c \u1ea5n ph\u1ea9m b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 kh\u00f4ng ph\u1ea3i b\u1eb1ng s\u00e1ng ch\u1ebf.\u00a0Th\u00e0nh ph\u1ea7n AI c\u1ee7a gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p b\u1ed1n lu\u1ed3ng thu\u1eadt to\u00e1n, di\u1ec5n \u0111\u1ea1t nh\u1eefng ki\u1ec3u t\u01b0\u01a1ng \u0111\u1ed3ng kh\u00e1c nhau v\u00e0 c\u00e1c ph\u00e2n t\u00edch kh\u00e1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3 c\u00f3 t\u00ednh li\u00ean quan cao.<\/p>\n<p>M\u1ed7i thu\u1eadt to\u00e1n \u0111\u1ec1u c\u00f3 \u0111i\u1ec3m m\u1ea1nh c\u1ee7a n\u00f3.\u00a0H\u1ecdc m\u00e1y hi\u1ec7u qu\u1ea3 \u0111\u1ed1i v\u1edbi vi\u1ec7c t\u00ecm ki\u1ebfm v\u0103n b\u1ea3n v\u00e0 c\u00e1c thu\u1eadt ng\u1eef \u0111\u00e3 \u0111\u01b0\u1ee3c l\u1eadp ch\u1ec9 m\u1ee5c, nh\u01b0ng k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1c b\u1eb1ng s\u00e1ng ch\u1ebf li\u00ean quan \u0111\u1ebfn th\u00e0nh ph\u1ea7n c\u1ea5u th\u00e0nh c\u1ee7a v\u1eadt ch\u1ea5t (trong \u0111\u00f3 c\u00f3 hai ho\u1eb7c nhi\u1ec1u h\u01a1n c\u00e1c h\u1ee3p ch\u1ea5t \u0111\u01b0\u1ee3c tr\u1ed9n l\u1eabn v\u1edbi nhau) v\u1ed1n th\u01b0\u1eddng ch\u1ee9a d\u1eef li\u1ec7u quan tr\u1ecdng \u1ea9n ch\u1ee9a \u1edf c\u00e1c c\u1ea5u tr\u00fac b\u00ean trong.\u00a0T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, m\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u1ed3 th\u1ecb c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y nh\u1eefng \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng v\u00e0 c\u00e1c li\u00ean k\u1ebft m\u00e0 h\u1ecdc m\u00e1y kh\u00f4ng th\u1ec3.\u00a0M\u1ed9t thu\u1eadt to\u00e1n t\u1ed5ng h\u1ee3p sau \u0111\u00f3 ph\u00e2n t\u00edch k\u1ebft qu\u1ea3 t\u1eeb b\u1ed1n lu\u1ed3ng v\u00e0 \u0111i \u0111\u1ebfn m\u1ed9t danh s\u00e1ch duy nh\u1ea5t c\u00e1c \u1ea5n ph\u1ea9m c\u00f3 nhi\u1ec1u kh\u1ea3 n\u0103ng c\u00f3 xung \u0111\u1ed9t v\u1edbi \u0111\u01a1n \u0111\u0103ng k\u00fd s\u00e1ng ch\u1ebf m\u1ee5c ti\u00eau nh\u1ea5t.<\/p>\n<p>Nh\u1eefng l\u1ee3i \u00edch \u0111\u1ed1i v\u1edbi n\u0103ng su\u1ea5t l\u00e0 r\u1ea5t \u0111\u00e1ng k\u1ec3:<\/p>\n<ul>\n<li>Gi\u1ea3m th\u1eddi gian th\u1ea9m \u0111\u1ecbnh l\u00ean \u0111\u1ebfn 50%;<\/li>\n<li>Gi\u1ea3m th\u1eddi gian t\u00ecm ki\u1ebfm cho h\u01a1n 75% c\u00e1c \u0111\u01a1n \u0111\u0103ng k\u00fd \u0111\u01b0\u1ee3c x\u1eed l\u00fd;<\/li>\n<li>\u0110\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c gi\u1ea3m t\u1ed5ng th\u1ec3 80% s\u1ed1 l\u01b0\u1ee3ng h\u1ed3 s\u01a1 t\u1ed3n \u0111\u1ecdng b\u1eb1ng s\u00e1ng ch\u1ebf c\u1ee7a INPI.<\/li>\n<\/ul>\n<p><strong>D\u1eef li\u1ec7u c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng, k\u1ebft qu\u1ea3 c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng<\/strong><\/p>\n<p>D\u1eef li\u1ec7u c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c thu\u1eadt to\u00e1n AI.\u00a0C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 truy c\u1eadp c\u00e0ng nhi\u1ec1u d\u1eef li\u1ec7u th\u00ec k\u1ebft qu\u1ea3 c\u1ee7a ch\u00fang c\u00e0ng ph\u00f9 h\u1ee3p, ch\u1eafc ch\u1eafn v\u00e0 \u0111\u00e1ng tin c\u1eady.\u00a0Ph\u1ea7n l\u1edbn d\u1eef li\u1ec7u c\u00f4ng khai c\u00f3 s\u1eb5n kh\u00f4ng \u0111\u01b0\u1ee3c tuy\u1ec3n ch\u1ecdn c\u00f3 th\u1ec3 bao g\u1ed3m l\u1ed7i sao ch\u00e9p, g\u1eafn nh\u00e3n sai cho c\u00e1c \u0111\u01a1n v\u1ecb, v\u00e0 ng\u00f4n ng\u1eef b\u1eb1ng s\u00e1ng ch\u1ebf ph\u1ee9c t\u1ea1p qu\u00e1 m\u1ee9c, t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u1ea3n tr\u1edf vi\u1ec7c t\u00ecm ki\u1ebfm.\u00a0\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t kh\u00f3 kh\u0103n trong l\u0129nh v\u1ef1c h\u00f3a h\u1ecdc v\u00e0 khoa h\u1ecdc \u0111\u1eddi s\u1ed1ng, n\u01a1i c\u00e1c kh\u00e1i ni\u1ec7m \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 kh\u00f4ng nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c \u1ea5n ph\u1ea9m ho\u1eb7c c\u00f3 c\u00e1c t\u1eeb kh\u00f3a \u0111\u01b0\u1ee3c \u1ea9n s\u00e2u trong b\u1ea3ng bi\u1ec3u ho\u1eb7c h\u00ecnh \u1ea3nh.\u00a0Vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u do nh\u00e0 khoa h\u1ecdc tuy\u1ec3n ch\u1ecdn \u0111\u00e3 \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a, \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb v\u00e0 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i \u1edf \u0111\u1ecbnh d\u1ea1ng c\u00f3 c\u1ea5u tr\u00fac gi\u00fap th\u00f4ng tin c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 c\u1ea3i thi\u1ec7n vi\u1ec7c hu\u1ea5n luy\u1ec7n c\u00e1c thu\u1eadt to\u00e1n AI c\u0169ng nh\u01b0 hi\u1ec7u su\u1ea5t t\u00ecm ki\u1ebfm v\u1ec1 t\u00ecnh tr\u1ea1ng k\u1ef9 thu\u1eadt c\u1ee7a s\u00e1ng ch\u1ebf.<\/p>\n<p>\u201cM\u1eb7c d\u00f9 vi\u1ec7c hu\u1ea5n luy\u1ec7n c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 kh\u00e1c nhau gi\u1eefa c\u00e1c c\u00f4ng ngh\u1ec7, \u00a0 chuy\u00ean ng\u00e0nh v\u00e0 c\u00e1c \u0111\u01a1n s\u00e1ng ch\u1ebf, nh\u01b0ng c\u00e1ch ti\u1ebfp c\u1eadn c\u01a1 b\u1ea3n \u0111\u1ec3 \u00e1p d\u1ee5ng \u00a0\u00a0 AI v\u1eabn gi\u1ed1ng nhau.\u201d<\/p>\n<p>\u0110\u1ed1i v\u1edbi d\u1ef1 \u00e1n INPI Brazil, ch\u00fang t\u00f4i ch\u1ee7 y\u1ebfu d\u1ef1a v\u00e0o B\u1ed9 s\u01b0u t\u1eadp n\u1ed9i dung CAS\u2122, b\u1ed9 s\u01b0u t\u1eadp d\u1eef li\u1ec7u khoa h\u1ecdc \u0111\u1eddi s\u1ed1ng v\u00e0 h\u00f3a h\u1ecdc l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi, \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t, l\u1eadp ch\u1ec9 m\u1ee5c v\u00e0 li\u00ean k\u1ebft \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c truy c\u1eadp v\u00e0 truy xu\u1ea5t th\u00f4ng tin li\u00ean quan.\u00a0Ngo\u00e0i ra, ch\u00fang t\u00f4i \u0111\u00e3 t\u1ea1o ra m\u1ed9t m\u1eabu b\u1eb1ng s\u00e1ng ch\u1ebf ng\u1eabu nhi\u00ean t\u1eeb thu\u1eadt to\u00e1n hu\u1ea5n luy\u1ec7n m\u00e0 ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng nh\u01b0 nh\u00f3m ki\u1ec3m so\u00e1t \u0111\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a k\u1ebft qu\u1ea3 v\u00e0 t\u1ef7 l\u1ec7 t\u00ecm tr\u00fang.\u00a0Nh\u1eefng b\u1eb1ng s\u00e1ng ch\u1ebf n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 b\u1edfi c\u00e1c th\u1ea9m \u0111\u1ecbnh vi\u00ean t\u1ea1i c\u00e1c v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf \u1edf Trung Qu\u1ed1c, Nh\u1eadt B\u1ea3n, Hoa K\u1ef3 v\u00e0 Ch\u00e2u \u00c2u, \u0111\u1ed3ng th\u1eddi \u0111\u01b0\u1ee3c nh\u00f3m chuy\u00ean gia t\u00ecm ki\u1ebfm IP c\u1ee7a ch\u00fang t\u00f4i x\u00e1c th\u1ef1c v\u1ec1 m\u1ee9c \u0111\u1ed9 ph\u00f9 h\u1ee3p.<\/p>\n<p>M\u1eb7c d\u00f9 vi\u1ec7c hu\u1ea5n luy\u1ec7n c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 kh\u00e1c nhau gi\u1eefa c\u00e1c c\u00f4ng ngh\u1ec7, chuy\u00ean ng\u00e0nh v\u00e0 c\u00e1c \u0111\u01a1n s\u00e1ng ch\u1ebf, nh\u01b0ng c\u00e1ch ti\u1ebfp c\u1eadn c\u01a1 b\u1ea3n \u0111\u1ec3 \u00e1p d\u1ee5ng AI v\u1eabn gi\u1ed1ng nhau.\u00a0\u0110\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 n\u00e0o, c\u00e1c tr\u00edch d\u1eabn xung \u0111\u1ed9t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh trong su\u1ed1t qu\u00e1 tr\u00ecnh ki\u1ec3m tra cho m\u1ecdi nh\u00f3m hu\u1ea5n luy\u1ec7n.\u00a0C\u00e1c chuy\u00ean m\u00f4n c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p cao nh\u01b0 h\u00f3a h\u1ecdc c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n v\u1edbi nh\u00f3m hu\u1ea5n luy\u1ec7n theo ch\u1ee7 \u0111\u1ec1 c\u1ee5 th\u1ec3, nh\u01b0ng c\u00e1c chuy\u00ean m\u00f4n kh\u00e1c c\u00f3 th\u1ec3 kh\u00f4ng cho th\u1ea5y s\u1ef1 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 khi s\u1eed d\u1ee5ng nh\u00f3m hu\u1ea5n luy\u1ec7n nh\u1eafm m\u1ee5c ti\u00eau.\u00a0Trong nhi\u1ec1u l\u0129nh v\u1ef1c, mi\u1ec5n l\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c hi\u1ec7n di\u1ec7n trong m\u1ed9t nh\u00f3m hu\u1ea5n luy\u1ec7n chung, c\u00e1c m\u00f4 h\u00ecnh s\u1ebd ho\u1ea1t \u0111\u1ed9ng t\u1ed1t.<\/p>\n<p>Tuy v\u1eady, ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a d\u1eef li\u1ec7u c\u00f3 t\u1ea7m quan tr\u1ecdng \u0111\u00e1ng k\u1ec3.<\/p>\n<p><strong>S\u1ef1 t\u00edch h\u1ee3p t\u1eadn d\u1ee5ng chuy\u00ean m\u00f4n con ng\u01b0\u1eddi v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 c\u00f4ng ngh\u1ec7<\/strong><\/p>\n<p>C\u00e1c nh\u00f3m d\u1ef1 \u00e1n AI y\u00eau c\u1ea7u m\u1ed9t ph\u1ea1m vi r\u1ed9ng l\u1edbn tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n v\u1ec1 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau.\u00a0D\u1ef1 \u00e1n INPI Brazil \u0111\u00e3 k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 v\u1edbi c\u00e1c chuy\u00ean gia v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, t\u00edch h\u1ee3p quy tr\u00ecnh l\u00e0m vi\u1ec7c, \u0111i\u1ec7n to\u00e1n hi\u1ec7u su\u1ea5t cao, s\u1ef1 t\u00ecm ki\u1ebfm mang t\u00ednh khoa h\u1ecdc v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c.<\/p>\n<p>C\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m c\u1ea7n c\u00f3 chuy\u00ean m\u00f4n li\u00ean ch\u1ee9c n\u0103ng trong c\u00e1c th\u1eed th\u00e1ch v\u00e0 k\u1ebft qu\u1ea3 \u0111\u1ea7u ra \u0111ang \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp \u0111\u1ebfn.\u00a0Ch\u1eb3ng h\u1ea1n, m\u1ed9t ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 th\u1ec3 kh\u00f4ng ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c c\u00e1c thu\u1eadt to\u00e1n hi\u1ec7u qu\u1ea3 ho\u00e0n to\u00e0n n\u1ebfu h\u1ecd kh\u00f4ng hi\u1ec3u c\u00e1c s\u1eafc th\u00e1i c\u1ee7a c\u1ea5u tr\u00fac h\u00f3a h\u1ecdc.\u00a0C\u00e1c nh\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y c\u0169ng ph\u1ea3i hi\u1ec3u c\u1ea5u tr\u00fac v\u00e0 d\u1eef li\u1ec7u h\u00f3a h\u1ecdc.<\/p>\n<p>T\u00edch h\u1ee3p quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u00e0 m\u1ed9t nguy\u00ean t\u1eafc quan tr\u1ecdng kh\u00e1c trong vi\u1ec7c t\u1ea1o ra m\u1ed9t gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n cho c\u00e1c v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf.\u00a0Nh\u1eefng th\u1ea9m \u0111\u1ecbnh vi\u00ean ph\u1ea3i truy c\u1eadp nhi\u1ec1u h\u1ec7 th\u1ed1ng v\u00e0 th\u01b0 m\u1ee5c \u0111\u1ec3 t\u00ecm ki\u1ebfm t\u00e0i li\u1ec7u trong qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i t\u1eeb nh\u1eefng c\u1ea3i ti\u1ebfn quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 nh\u1eefng c\u1ea3i ti\u1ebfn c\u00f4ng ngh\u1ec7 h\u01b0\u1edbng \u0111\u1ebfn m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n k\u1ef9 thu\u1eadt s\u1ed1 duy nh\u1ea5t n\u01a1i c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 ph\u00e2n t\u00edch t\u1ea5t c\u1ea3 c\u00e1c \u0111\u01a1n \u0111\u0103ng k\u00fd v\u00e0 t\u00e0i li\u1ec7u h\u1ed7 tr\u1ee3 c\u0169ng nh\u01b0 n\u01a1i h\u1ecd c\u00f3 th\u1ec3 th\u1ea5y l\u00fd do t\u1ea1i sao m\u1ed9t s\u1ed1 t\u00e0i li\u1ec7u tham kh\u1ea3o nh\u1ea5t \u0111\u1ecbnh \u0111\u01b0\u1ee3c tr\u1ea3 v\u1ec1 v\u00e0 k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c t\u1ea1o ra nh\u01b0 th\u1ebf n\u00e0o, cung c\u1ea5p kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c m\u00e0 h\u1ecd c\u1ea7n \u0111\u1ec3 ghi l\u1ea1i c\u00e1c quy\u1ebft \u0111\u1ecbnh truy t\u1ed1 v\u00e0 \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng n\u1ed9i b\u1ed9.<\/p>\n<p><strong>T\u1ed5ng k\u1ebft l\u1ea1i<\/strong><\/p>\n<p>C\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 n\u0103ng su\u1ea5t, hi\u1ec7u qu\u1ea3 v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf khi c\u00e1c th\u1ea9m \u0111\u1ecbnh vi\u00ean c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t, ch\u1eb3ng h\u1ea1n nh\u01b0 AI.\u00a0Khi s\u1ef1 \u0111\u1ed5i m\u1edbi t\u0103ng nhanh, s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf c\u0169ng t\u0103ng theo.\u00a0\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 c\u00e1c v\u0103n ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf s\u1ebd ti\u1ebfp t\u1ee5c y\u00eau c\u1ea7u c\u00e1c ph\u01b0\u01a1ng ph\u00e1p m\u1edbi \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh th\u1ea9m \u0111\u1ecbnh b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 do \u0111\u00f3 \u0111\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u1ec1 m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng cao h\u01a1n \u0111\u1ed1i v\u1edbi d\u1ecbch v\u1ee5.<\/p>\n<p>M\u1eb7c d\u00f9 c\u00e1c gi\u1ea3i ph\u00e1p AI c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n n\u00e0y, nh\u01b0ng ch\u00fang v\u1eabn s\u1ebd y\u00eau c\u1ea7u chuy\u00ean m\u00f4n \u0111\u1ec3 tri\u1ec3n khai c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00f9 h\u1ee3p.\u00a0C\u00e1ch ti\u1ebfp c\u1eadn v\u1edbi \u201cm\u1ed9t m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p cho t\u1ea5t c\u1ea3\u201d s\u1ebd kh\u00f4ng hi\u1ec7u qu\u1ea3 v\u00ec kh\u00f4ng c\u00f3 hai v\u0103n ph\u00f2ng c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf n\u00e0o c\u00f3 nhu c\u1ea7u gi\u1ed1ng nhau.\u00a0C\u00e1c v\u0103n ph\u00f2ng s\u00e1ng ch\u1ebf c\u00f3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng chung gi\u1ed1ng nhau nh\u01b0ng kh\u00e1c nhau v\u1ec1 tr\u00ecnh \u0111\u1ed9 nh\u00e2n s\u1ef1 v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u1ed7 tr\u1ee3 t\u1eebng l\u0129nh v\u1ef1c.\u00a0M\u1eb7c d\u00f9 c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft m\u1ed9t nhu c\u1ea7u chung, nh\u01b0ng c\u00e1ch th\u1ea9m \u0111\u1ecbnh vi\u00ean t\u01b0\u01a1ng t\u00e1c v\u1edbi k\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u00f3 th\u1ec3 r\u1ea5t kh\u00e1c nhau d\u1ef1a tr\u00ean m\u00f4i tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3 c\u1ee7a h\u1ecd.<\/p>\n<p>\u201cC\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 n\u0103ng su\u1ea5t, hi\u1ec7u qu\u1ea3 v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a v\u0103n \u00a0\u00a0\u00a0\u00a0\u00a0 ph\u00f2ng b\u1eb1ng s\u00e1ng ch\u1ebf khi c\u00e1c th\u1ea9m \u0111\u1ecbnh vi\u00ean c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u00a0\u00a0\u00a0\u00a0 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t, ch\u1eb3ng h\u1ea1n nh\u01b0 AI.\u201d<\/p>\n<p>Nh\u1eefng v\u0103n ph\u00f2ng s\u00e1ng ch\u1ebf \u0111ang t\u00ecm c\u00e1ch \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c k\u1ebft qu\u1ea3 chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a m\u00ecnh s\u1ebd y\u00eau c\u1ea7u nh\u1eefng \u0111\u1ed5i m\u1edbi t\u00f9y ch\u1ec9nh \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a c\u00e1c b\u00ean li\u00ean quan b\u1ea5t ch\u1ea5p nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 ngu\u1ed3n l\u1ef1c.\u00a0S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p \u0111\u00fang \u0111\u1eafn, c\u00f4ng ngh\u1ec7 v\u00e0 chuy\u00ean m\u00f4n c\u1ee7a con ng\u01b0\u1eddi c\u00f3 th\u1ec3 mang l\u1ea1i s\u1ef1 linh ho\u1ea1t c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u1eefng c\u1ea3i ti\u1ebfn b\u1ec1n v\u1eefng trong t\u01b0\u01a1ng lai.<\/p>\n<p>\u0110\u1ecdc th\u00eam v\u1ec1\u00a0<a href=\"https:\/\/translate.google.com\/website?sl=en&amp;tl=vi&amp;hl=vi&amp;client=webapp&amp;u=https:\/\/www.cas.org\/\">c\u00e1ch AI c\u00f3 th\u1ec3 n\u00e2ng cao n\u0103ng su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng b\u1eb1ng s\u00e1ng ch\u1ebf to\u00e0n c\u1ea7u<\/a>\u00a0trong s\u00e1ch tr\u1eafng c\u1ee7a CAS c\u00f3 t\u1ef1a \u0111\u1ec1 \u201cT\u00ednh b\u1ec1n v\u1eefng c\u1ee7a h\u1ec7 th\u1ed1ng b\u1eb1ng s\u00e1ng ch\u1ebf to\u00e0n c\u1ea7u: vai tr\u00f2 c\u1ee7a AI trong vi\u1ec7c n\u00e2ng cao n\u0103ng su\u1ea5t.\u201d<\/p>\n<p><em>\u00a0<\/em><\/p>\n<p><em>L\u1eddi c\u1ea3m \u01a1n:\u00a0<strong>Matthew Bryan<\/strong>\u00a0v\u00e0\u00a0<strong>Andras Jokuti<\/strong>\u00a0, L\u0129nh v\u1ef1c B\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 C\u00f4ng ngh\u1ec7, WIPO<br \/>\n<strong>Bruno Poulequen<\/strong>\u00a0,\u00a0<strong>Ulrike<\/strong>\u00a0Till v\u00e0\u00a0<strong>Young-Woo Yun<\/strong>\u00a0, L\u0129nh v\u1ef1c C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 N\u1ec1n t\u1ea3ng, WIPO<\/em><\/p>\n<p><em>Bi\u00ean t\u1eadp:\u00a0<strong>Catherine Jewell<\/strong><\/em><\/p>\n<p><em>Ngu\u1ed3n: t\u1ea1p ch\u00ed WIPO Magazine c\u1ee7a t\u1ed5 ch\u1ee9c S\u1ede H\u1eeeU TR\u00cd TU\u1ec6 QU\u1ed0C T\u1ebe:<\/em><\/p>\n<p><em>https:\/\/www.wipo.int\/wipo_magazine_digital\/en\/2023\/article_0001.html<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ea7u t\u01b0 v\u00e0o nguy\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n (R&amp;D) \u0111ang \u1edf m\u1ee9c \u0111\u1ed9 cao ch\u01b0a t\u1eebng th\u1ea5y. \u01af\u1edbc t\u00ednh r\u1eb1ng \u0111\u1ea7u t\u01b0 v\u00e0o R&amp;D to\u00e0n c\u1ea7u \u0111\u00e3 \u0111\u1ea1t 2.476 ngh\u00ecn t\u1ec9 USD v\u00e0o n\u0103m 2022, th\u00fac \u0111\u1ea9y s\u1ef1 t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd li\u00ean t\u1ee5c v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng \u0111\u01a1n xin c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf \u0111i\u1ec1u n\u00e0y [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6222,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[101,9],"tags":[2239,2283,2278,2236,2240],"yst_prominent_words":[],"class_list":["post-5748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-so-huu-tri-tue","category-tin-tuc","tag-ai","tag-chat-gpt","tag-sang-che","tag-so-huu-tri-tue","tag-tri-tue-nhan-tao"],"_links":{"self":[{"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/posts\/5748","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/comments?post=5748"}],"version-history":[{"count":2,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/posts\/5748\/revisions"}],"predecessor-version":[{"id":6224,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/posts\/5748\/revisions\/6224"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/media\/6222"}],"wp:attachment":[{"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/media?parent=5748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/categories?post=5748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/tags?post=5748"},{"taxonomy":"yst_prominent_words","embeddable":true,"href":"https:\/\/wincolaw.com.vn\/vi\/wp-json\/wp\/v2\/yst_prominent_words?post=5748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}