{"id":44834,"date":"2025-12-17T10:00:00","date_gmt":"2025-12-17T03:00:00","guid":{"rendered":"https:\/\/www.prnasia.com\/asia-story\/archive\/4693220_VI93220_11"},"modified":"2025-12-17T10:00:00","modified_gmt":"2025-12-17T03:00:00","slug":"ai-truy-cau-su-that-tao-ra-cong-thong-tin-bach-khoa-tri-thuc-lon-nhat-the-gioi-lon-hon-6-000-lan-so-voi-wikipedia","status":"publish","type":"post","link":"https:\/\/saigonbiz.com\/vn\/ai-truy-cau-su-that-tao-ra-cong-thong-tin-bach-khoa-tri-thuc-lon-nhat-the-gioi-lon-hon-6-000-lan-so-voi-wikipedia\/","title":{"rendered":"AI truy c\u1ea7u s\u1ef1 th\u1eadt t\u1ea1o ra c\u1ed5ng th\u00f4ng tin b\u00e1ch khoa tri th\u1ee9c l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi &#8211; l\u1edbn h\u01a1n 6.000 l\u1ea7n so v\u1edbi Wikipedia"},"content":{"rendered":"<table name=\"logo_release\" border=\"0\" cellspacing=\"10\" cellpadding=\"5\" align=\"right\">\n<tbody>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mma.prnasia.com\/media2\/2506154\/INSEAD_Logo.jpg?p=medium600\" border=\"0\" alt title=\"logo\" hspace=\"0\" vspace=\"0\" width=\"118\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span class=\"xn-location\">FONTAINEBLEAU<\/span>, Ph\u00e1p v\u00e0 <span class=\"xn-location\">SINGAPORE<\/span> v\u00e0 <span class=\"xn-location\">SAN FRANCISCO<\/span>, ng\u00e0y 17 th\u00e1ng 12 n\u0103m 2025 \/PRNewswire\/ &#8212; <b>INSEAD,<\/b>&nbsp;Tr\u01b0\u1eddng Kinh doanh v\u00ec Th\u1ebf gi\u1edbi, h\u00f4m nay \u0111\u00e3 c\u00f4ng b\u1ed1 ra m\u1eaft <b>Botipedia, c\u1ed5ng th\u00f4ng tin b\u00e1ch khoa tri th\u1ee9c l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi<\/b>.<\/p>\n<p>C\u00e1c b\u00e1ch khoa to\u00e0n th\u01b0 \u0111\u00e3 \u0111i m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i, t\u1eeb c\u00e1c \u1ea5n b\u1ea3n in gi\u1ea5y c\u1ee7a nh\u1eefng n\u0103m 1800 v\u00e0 CD ROM v\u00e0o nh\u1eefng n\u0103m 1990, \u0111\u1ebfn n\u1ec1n t\u1ea3ng Wikipedia tr\u1ef1c tuy\u1ebfn do c\u1ed9ng \u0111\u1ed3ng ch\u1ec9nh s\u1eeda ng\u00e0y nay. V\u1eady, ti\u1ebfp theo l\u00e0 g\u00ec?<\/p>\n<p>D\u1ef1a tr\u00ean AI \u0111\u1ed9c quy\u1ec1n, Botipedia s\u1eed d\u1ee5ng h\u00e0ng tr\u0103m thu\u1eadt to\u00e1n \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00f4ng vi\u1ec7c c\u1ee7a v\u00f4 s\u1ed1 bi\u00ean t\u1eadp vi\u00ean nh\u1eb1m t\u1ea1o ra c\u00e1c b\u00e0i vi\u1ebft m\u1edbi tr\u00ean Wikipedia. M\u1ed7i b\u00e0i vi\u1ebft \u0111\u01b0\u1ee3c x\u1eed l\u00fd b\u1eb1ng k\u1ef9 thu\u1eadt T\u1ea1o n\u1ed9i dung \u0110a ph\u01b0\u01a1ng th\u1ee9c \u0110\u1ed9ng (Dynamic Multi-method Generation, DMG), \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c b\u1ed9 d\u1eef li\u1ec7u \u0111\u1ed9c \u0111\u00e1o bao g\u1ed3m m\u1ed9t th\u01b0 vi\u1ec7n \u0111\u00e1ng tin c\u1eady r\u1ed9ng l\u1edbn v\u00e0 ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u v\u1ec7 tinh cung c\u1ea5p d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao, c\u00f3 th\u1ec3 ki\u1ec3m ch\u1ee9ng. Botipedia tr\u1ef1c ti\u1ebfp tr\u00edch d\u1eabn c\u00e1c ngu\u1ed3n \u0111\u00e1ng tin c\u1eady ho\u1eb7c t\u1ea1o ra \u0111\u1ea7y \u0111\u1ee7 n\u1ed9i dung g\u1ed1c b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt t\u1ea1o ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 tr\u00e1nh \u1ea3o gi\u00e1c (hallucination) ho\u1eb7c th\u00e0nh ki\u1ebfn n\u1ed9i t\u1ea1i.<\/p>\n<p>T\u1ea1i Botipedia, kh\u00f4ng c\u00f3 ch\u1ee7 \u0111\u1ec1, s\u1ef1 ki\u1ec7n, ng\u00f4n ng\u1eef ho\u1eb7c v\u00f9ng \u0111\u1ecba l\u00fd n\u00e0o b\u1ecb xem l\u00e0 qu\u00e1 \u00edt ng\u01b0\u1eddi quan t\u00e2m \u0111\u1ec3 x\u1ee9ng \u0111\u00e1ng c\u00f3 m\u1ed9t b\u00e0i vi\u1ebft. Trong khi Wikipedia c\u00f3 kho\u1ea3ng 64 tri\u1ec7u b\u00e0i vi\u1ebft b\u1eb1ng ti\u1ebfng Anh, th\u00ec Botipedia t\u1ea1o ra h\u01a1n &#8220;400 t\u1ef7&#8221; b\u00e0i vi\u1ebft b\u1eb1ng h\u01a1n 100 ng\u00f4n ng\u1eef.<\/p>\n<p>&#8220;Ch\u00fang t\u00f4i \u0111ang t\u1ea1o ra Botipedia \u0111\u1ec3 mang \u0111\u1ebfn cho m\u1ecdi ng\u01b0\u1eddi quy\u1ec1n truy c\u1eadp th\u00f4ng tin b\u00ecnh \u0111\u1eb3ng,&nbsp;kh\u00f4ng ng\u00f4n ng\u1eef n\u00e0o b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau&#8221;, \u00f4ng <b><a href=\"https:\/\/www.insead.edu\/faculty\/philip-m-parker\" target=\"_blank\" rel=\"nofollow\"><span class=\"xn-person\">Phil Parker<\/span><\/a><\/b>, Gi\u00e1o s\u01b0 Khoa h\u1ecdc Qu\u1ea3n l\u00fd t\u1ea1i INSEAD,&nbsp;ng\u01b0\u1eddi t\u1ea1o ra Botipedia v\u00e0 l\u00e0 ng\u01b0\u1eddi n\u1eafm gi\u1eef m\u1ed9t trong nh\u1eefng b\u1eb1ng s\u00e1ng ch\u1ebf ti\u00ean phong trong l\u0129nh v\u1ef1c AI t\u1ea1o sinh cho bi\u1ebft. &#8220;Ch\u00fang t\u00f4i t\u1eadp trung v\u00e0o n\u1ed9i dung d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u00e1c ngu\u1ed3n c\u00f3 xu\u1ea5t x\u1ee9 r\u00f5 r\u00e0ng, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ti\u1ebfp c\u1eadn nhi\u1ec1u g\u00f3c nh\u00ecn kh\u00e1c nhau thay v\u00ec ch\u1ec9 m\u1ed9t ngu\u1ed3n c\u00f3 th\u1ec3 mang \u0111\u1ecbnh ki\u1ebfn.<\/p>\n<p>C\u00f4ng ngh\u1ec7 c\u1ee7a Botipedia kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hay nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p t\u1ea1o sinh t\u01b0\u01a1ng t\u1ef1. Thay v\u00e0o \u0111\u00f3, m\u1ed7i lo\u1ea1i n\u1ed9i dung \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p t\u00f9y ch\u1ec9nh. V\u00ed d\u1ee5, n\u1ed9i dung v\u0103n b\u1ea3n ho\u1eb7c b\u1ea3ng li\u00ean quan \u0111\u1ebfn th\u1eddi ti\u1ebft \u0111\u01b0\u1ee3c t\u1ea1o cho m\u1ecdi kinh \u0111\u1ed9 v\u00e0 v\u0129 \u0111\u1ed9 c\u00f3 th\u1ec3 b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecba kh\u00f4ng gian (geo-spatial). Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y gi\u00fap t\u0103ng \u0111\u00e1ng k\u1ec3 c\u1ea3 s\u1ed1 l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a n\u1ed9i dung.<\/p>\n<p>Botipedia cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u00ecm th\u1ea5y c\u00e1c t\u00e0i li\u1ec7u h\u1ecd c\u1ea7n \u0111\u1ec3 t\u1ea1o c\u00e1c b\u00e0i vi\u1ebft m\u1edbi ho\u1eb7c c\u1eadp nh\u1eadt nhanh h\u01a1n, \u0111\u1eb7c bi\u1ec7t l\u00e0 tr\u00ean c\u00e1c ng\u00f4n ng\u1eef ch\u01b0a \u0111\u01b0\u1ee3c quan t\u00e2m \u0111\u1ea7y \u0111\u1ee7. V\u00ed d\u1ee5, trong Wikipedia, c\u00f3 7 tri\u1ec7u b\u00e0i vi\u1ebft b\u1eb1ng ti\u1ebfng Anh nh\u01b0ng ch\u1ec9 c\u00f3 40.000 b\u00e0i vi\u1ebft b\u1eb1ng ti\u1ebfng Swahili. \u0110i\u1ec1u n\u00e0y h\u1ea1n ch\u1ebf quy\u1ec1n ti\u1ebfp c\u1eadn c\u1ee7a ng\u01b0\u1eddi n\u00f3i ti\u1ebfng Swahili v\u00e0o h\u01a1n 99% n\u1ed9i dung c\u1ee7a Wikipedia. Ph\u01b0\u01a1ng ph\u00e1p DMG c\u1ee7a Botipedia c\u00f2n mang l\u1ea1i l\u1ee3i \u00edch th\u1ee9 c\u1ea5p l\u00e0 b\u1ec1n v\u1eefng h\u01a1n, khi s\u1eed d\u1ee5ng m\u1ee9c \u0111\u1ed9 \u0111i\u1ec7n to\u00e1n \u00edt h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u1ee5 thu\u1ed9c v\u00e0o GPU nh\u01b0 ChatGPT.<\/p>\n<p>&#8220;Botipedia l\u00e0 m\u1ed9t trong nhi\u1ec1u s\u00e1ng ki\u1ebfn c\u1ee7a Vi\u1ec7n Tr\u00ed tu\u1ec7 Con ng\u01b0\u1eddi v\u00e0 M\u00e1y m\u00f3c (Human and Machine Intelligence Institute \u2013 HUMII) m\u00e0 ch\u00fang t\u00f4i \u0111ang th\u00e0nh l\u1eadp t\u1ea1i INSEAD,&#8221; b\u00e0 <b><a href=\"https:\/\/www.insead.edu\/faculty\/lily-fang\" target=\"_blank\" rel=\"nofollow\"><span class=\"xn-person\">Lily Fang<\/span><\/a><\/b>, Tr\u01b0\u1edfng b\u1ed9 ph\u1eadn Nghi\u00ean c\u1ee9u v\u00e0 \u0110\u1ed5i m\u1edbi c\u1ee7a INSEAD cho bi\u1ebft. &#8220;\u0110\u00e2y l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n d\u1ef1a tr\u00ean t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7 c\u00f3 li\u00ean k\u1ebft v\u1edbi INSEAD, gi\u00fap con ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n nh\u1edd v\u00e0o tri th\u1ee9c \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00f4ng ngh\u1ec7. Ch\u00fang t\u00f4i mong mu\u1ed1n c\u00e1c c\u00f4ng ngh\u1ec7 ph\u1ea3i n\u00e2ng t\u1ea7m ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 \u00fd ngh\u0129a c\u1ee7a c\u00f4ng vi\u1ec7c v\u00e0 cu\u1ed9c s\u1ed1ng, \u0111\u1ec3 gi\u1eef v\u1eefng vai tr\u00f2 v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a con ng\u01b0\u1eddi trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7&#8221;.&nbsp;<\/p>\n<p>Botipedia \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u00ednh th\u1ee9c ra m\u1eaft trong khu\u00f4n kh\u1ed5&nbsp;<a href=\"https:\/\/www.insead.edu\/events\/ai-forum-asia\" target=\"_blank\" rel=\"nofollow\"><b>Di\u1ec5n \u0111\u00e0n AI c\u1ee7a INSEAD t\u1ea1i <span class=\"xn-location\">Singapore<\/span><\/b><\/a>&nbsp;v\u00e0&nbsp;hi\u1ec7n ch\u1ec9 c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng qua l\u1eddi m\u1eddi, v\u1edbi quy\u1ec1n truy c\u1eadp c\u00f4ng khai \u0111\u1ea7y \u0111\u1ee7 \u0111\u1ec3 theo d\u00f5i. \u0110\u1ec3 y\u00eau c\u1ea7u quy\u1ec1n truy c\u1eadp,&nbsp;vui l\u00f2ng truy c\u1eadp <b><a href=\"https:\/\/www.botipedia.org\/\" target=\"_blank\" rel=\"nofollow\"><u>t\u1ea1i<\/u><u>&nbsp;\u0111\u00e2y<\/u><\/a>. &nbsp;<\/b>Xem video gi\u1edbi thi\u1ec7u&nbsp;<a href=\"https:\/\/youtu.be\/lHUCOcp9lhE\" target=\"_blank\" rel=\"nofollow\"><b><u>t\u1ea1i \u0111\u00e2y<\/u><\/b><\/a>.<\/p>\n<p><span id=\"spanHghlte307\" class=\"legendSpanClass\">LI\u00caN H\u1ec6: <a href=\"mailto:news@insead.edu\" target=\"_blank\" rel=\"nofollow\">news@insead.edu<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FONTAINEBLEAU, Ph\u00e1p v\u00e0 SINGAPORE v\u00e0 SAN FRANCISCO, ng\u00e0y 17 th\u00e1ng 12 n\u0103m 2025 \/PRNewswire\/ &#8212; INSEAD,&nbsp;Tr\u01b0\u1eddng Kinh doanh v\u00ec Th\u1ebf gi\u1edbi, h\u00f4m nay \u0111\u00e3 c\u00f4ng b\u1ed1 ra m\u1eaft Botipedia, c\u1ed5ng th\u00f4ng tin b\u00e1ch khoa tri th\u1ee9c l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi. C\u00e1c b\u00e1ch khoa to\u00e0n th\u01b0 \u0111\u00e3 \u0111i m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i, t\u1eeb c\u00e1c \u1ea5n b\u1ea3n [&#8230;]\n","protected":false},"author":803,"featured_media":50415,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[2293],"tags":[],"class_list":["post-44834","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pr-newswire"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.6 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI truy c\u1ea7u s\u1ef1 th\u1eadt t\u1ea1o ra c\u1ed5ng th\u00f4ng tin b\u00e1ch khoa tri th\u1ee9c l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi - l\u1edbn h\u01a1n 6.000 l\u1ea7n so v\u1edbi Wikipedia<\/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:\/\/saigonbiz.com\/vn\/ai-truy-cau-su-that-tao-ra-cong-thong-tin-bach-khoa-tri-thuc-lon-nhat-the-gioi-lon-hon-6-000-lan-so-voi-wikipedia\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI truy c\u1ea7u s\u1ef1 th\u1eadt t\u1ea1o ra c\u1ed5ng th\u00f4ng tin b\u00e1ch khoa tri th\u1ee9c l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi - l\u1edbn h\u01a1n 6.000 l\u1ea7n so v\u1edbi Wikipedia\" \/>\n<meta property=\"og:description\" content=\"FONTAINEBLEAU, Ph\u00e1p v\u00e0 SINGAPORE v\u00e0 SAN FRANCISCO, ng\u00e0y 17 th\u00e1ng 12 n\u0103m 2025 \/PRNewswire\/ &#8212; 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