{"id":12716,"date":"2026-03-20T02:21:28","date_gmt":"2026-03-19T17:21:28","guid":{"rendered":"https:\/\/chat-messenger.com\/?p=12716"},"modified":"2026-03-20T10:31:01","modified_gmt":"2026-03-20T01:31:01","slug":"kien-thuc-ai-tro-chuyen","status":"publish","type":"post","link":"https:\/\/chat-messenger.com\/vi\/blog\/ai\/chat-ai-knowledge","title":{"rendered":"\u1ee8ng d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 th\u1ebf h\u1ec7 ti\u1ebfp theo th\u00f4ng qua tr\u00f2 chuy\u1ec7n k\u1ebft h\u1ee3p v\u1edbi Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)."},"content":{"rendered":"

Gi\u1edbi thi\u1ec7u<\/h2>\n\n\n\n

\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p, "t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9" l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 quan tr\u1ecdng c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a h\u1ecd. Tuy nhi\u00ean, tr\u00ean th\u1ef1c t\u1ebf, nhi\u1ec1u c\u00f4ng ty \u0111ang ph\u1ea3i v\u1eadt l\u1ed9n v\u1edbi c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 "th\u00f4ng tin b\u1ecb ph\u00e2n t\u00e1n", "kh\u00f3 ti\u1ebfp c\u1eadn th\u00f4ng tin c\u1ea7n thi\u1ebft" v\u00e0 "th\u00f4ng tin b\u1ecb g\u1eafn li\u1ec1n v\u1edbi nh\u1eefng c\u00e1 nh\u00e2n c\u1ee5 th\u1ec3". M\u1ed9t gi\u1ea3i ph\u00e1p \u0111ang \u0111\u01b0\u1ee3c ch\u00fa \u00fd \u0111\u1ec3 kh\u1eafc ph\u1ee5c nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c th\u1ebf h\u1ec7 m\u1edbi b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p "chat x AI".<\/p>\n\n\n\n

T\u00f3m l\u1ea1i, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n, ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 chuy\u1ec3n t\u1eeb vi\u1ec7c "t\u00ecm ki\u1ebfm" sang vi\u1ec7c "khai th\u00e1c". S\u1ef1 chuy\u1ec3n \u0111\u1ed5i t\u1eeb ph\u01b0\u01a1ng ph\u00e1p t\u00ecm ki\u1ebfm truy\u1ec1n th\u1ed1ng sang ph\u01b0\u01a1ng ph\u00e1p h\u1ed9i tho\u1ea1i mang l\u1ea1i nh\u1eefng thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, n\u0103ng su\u1ea5t v\u00e0 ph\u00e1t tri\u1ec3n nh\u00e2n t\u00e0i.<\/p>\n\n\n\n

B\u00e0i vi\u1ebft n\u00e0y cung c\u1ea5p l\u1eddi gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n, t\u1eeb nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n \u0111\u1ebfn l\u1ee3i \u00edch v\u00e0 c\u00e1c \u0111i\u1ec3m m\u1ea5u ch\u1ed1t \u0111\u1ec3 th\u00e0nh c\u00f4ng, ngay c\u1ea3 \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.<\/p>\n\n\n\n

Ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng ki\u1ebfn th\u1ee9c th\u00f4ng qua tr\u00f2 chuy\u1ec7n v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n

Ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 c\u00f4ng ty l\u00e0 g\u00ec? M\u1ed9t l\u1eddi gi\u1ea3i th\u00edch \u0111\u01a1n gi\u1ea3n v\u1ec1 nh\u1eefng \u0111i\u1ec1u c\u01a1 b\u1ea3n.<\/h3>\n\n\n\n

Th\u1ee9 nh\u1ea5t, "ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9" \u0111\u1ec1 c\u1eadp \u0111\u1ebfn ki\u1ebfn th\u1ee9c v\u00e0 th\u00f4ng tin \u0111\u01b0\u1ee3c t\u00edch l\u0169y trong n\u1ed9i b\u1ed9 c\u00f4ng ty. C\u1ee5 th\u1ec3, \u0111i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c t\u00e0i li\u1ec7u h\u01b0\u1edbng d\u1eabn v\u1eadn h\u00e0nh, b\u00ed quy\u1ebft b\u00e1n h\u00e0ng, l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1. \u0110\u00e2y l\u00e0 "t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7" c\u1ee7a c\u00f4ng ty, v\u00e0 vi\u1ec7c ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3 hay kh\u00f4ng s\u1ebd \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n

Tuy nhi\u00ean, \u1edf nhi\u1ec1u c\u00f4ng ty, ki\u1ebfn th\u1ee9c n\u00e0y kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd \u0111\u00fang c\u00e1ch. N\u00f3 th\u01b0\u1eddng b\u1ecb ph\u00e2n t\u00e1n tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 t\u1eadp tin v\u00e0 b\u1ed9 nh\u1edb \u0111\u00e1m m\u00e2y, khi\u1ebfn vi\u1ec7c bi\u1ebft b\u1ea5t c\u1ee9 th\u1ee9 g\u00ec n\u1eb1m \u1edf \u0111\u00e2u tr\u1edf n\u00ean kh\u00f3 kh\u0103n. H\u01a1n n\u1eefa, ph\u1ea7n l\u1edbn trong s\u1ed1 \u0111\u00f3 l\u00e0 "ki\u1ebfn th\u1ee9c ng\u1ea7m" ch\u1ec9 t\u1ed3n t\u1ea1i trong t\u00e2m tr\u00ed c\u1ee7a nh\u1eefng nh\u00e2n vi\u00ean k\u1ef3 c\u1ef1u, \u0111i\u1ec1u n\u00e0y g\u00f3p ph\u1ea7n d\u1eabn \u0111\u1ebfn s\u1ef1 ph\u1ee5 thu\u1ed9c qu\u00e1 m\u1ee9c v\u00e0o ki\u1ebfn th\u1ee9c c\u00e1 nh\u00e2n.<\/p>\n\n\n\n

C\u00e1c kh\u00e1i ni\u1ec7m ch\u00ednh \u1edf \u0111\u00e2y l\u00e0 "ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh" v\u00e0 "ki\u1ebfn th\u1ee9c ng\u1ea7m". Ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh l\u00e0 ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c ghi ch\u00e9p r\u00f5 r\u00e0ng d\u01b0\u1edbi d\u1ea1ng t\u00e0i li\u1ec7u ho\u1eb7c d\u1eef li\u1ec7u, trong khi ki\u1ebfn th\u1ee9c ng\u1ea7m l\u00e0 ki\u1ebfn th\u1ee9c kh\u00f4ng \u0111\u01b0\u1ee3c di\u1ec5n \u0111\u1ea1t d\u1ef1a tr\u00ean kinh nghi\u1ec7m v\u00e0 tr\u1ef1c gi\u00e1c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00f2 chuy\u1ec7n (Chat AI) c\u00f3 ti\u1ec1m n\u0103ng \u0111\u00f3ng vai tr\u00f2 l\u00e0 c\u1ea7u n\u1ed1i gi\u1eefa hai lo\u1ea1i ki\u1ebfn th\u1ee9c n\u00e0y.<\/p>\n\n\n\n

N\u00f3i c\u00e1ch kh\u00e1c, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i hi\u1ec3u r\u1eb1ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p th\u00f4ng tin, m\u00e0 l\u00e0 m\u1ed9t t\u00e0i s\u1ea3n ch\u1ec9 c\u00f3 gi\u00e1 tr\u1ecb khi \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng.<\/p>\n\n\n\n

Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a qu\u1ea3n l\u00fd tri th\u1ee9c truy\u1ec1n th\u1ed1ng<\/h3>\n\n\n\n

C\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd tri th\u1ee9c truy\u1ec1n th\u1ed1ng ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean ti\u1ec1n \u0111\u1ec1 "t\u00ecm ki\u1ebfm". V\u00ed d\u1ee5 bao g\u1ed3m c\u00e1c c\u1ed5ng th\u00f4ng tin n\u1ed9i b\u1ed9, h\u1ec7 th\u1ed1ng h\u1ecfi \u0111\u00e1p (FAQ) v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u. Tuy nhi\u00ean, c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c c\u01a1 b\u1ea3n.<\/p>\n\n\n\n

Tr\u01b0\u1edbc h\u1ebft, c\u1ea7n ph\u1ea3i k\u1ec3 \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 "s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o k\u1ef9 n\u0103ng t\u00ecm ki\u1ebfm". N\u1ebfu b\u1ea1n kh\u00f4ng bi\u1ebft c\u00e1c t\u1eeb kh\u00f3a ph\u00f9 h\u1ee3p, b\u1ea1n s\u1ebd kh\u00f4ng th\u1ec3 t\u00ecm th\u1ea5y th\u00f4ng tin c\u1ea7n thi\u1ebft. V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t nh\u00e2n vi\u00ean m\u1edbi kh\u00f4ng bi\u1ebft c\u00e1c thu\u1eadt ng\u1eef chuy\u00ean ng\u00e0nh, th\u00ec vi\u1ec7c t\u00ecm ki\u1ebfm th\u1eadm ch\u00ed c\u00f3 th\u1ec3 kh\u00f4ng th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n

Th\u00e1ch th\u1ee9c ti\u1ebfp theo l\u00e0 "kh\u00f4ng th\u1ec3 theo k\u1ecbp vi\u1ec7c c\u1eadp nh\u1eadt v\u00e0 s\u1eafp x\u1ebfp th\u00f4ng tin". V\u00ec ki\u1ebfn th\u1ee9c li\u00ean t\u1ee5c gia t\u0103ng, th\u00f4ng tin kh\u00f4ng \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp s\u1ebd t\u00edch l\u0169y d\u1ea7n, d\u1eabn \u0111\u1ebfn m\u1ed9t "c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00f4 d\u1ee5ng".<\/p>\n\n\n\n

H\u01a1n n\u1eefa, kh\u00f4ng th\u1ec3 b\u1ecf qua "tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng k\u00e9m". Vi\u1ec7c ph\u1ea3i t\u00ecm ki\u1ebfm th\u00f4ng tin tr\u00ean nhi\u1ec1u c\u00f4ng c\u1ee5 kh\u00e1c nhau ho\u1eb7c \u0111\u1ecdc c\u00e1c t\u00e0i li\u1ec7u d\u00e0i d\u00f2ng l\u00e0m gi\u1ea3m t\u1ed1c \u0111\u1ed9 c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf.<\/p>\n\n\n\n

Nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng ki\u1ebfn th\u1ee9c qu\u00fd gi\u00e1 t\u1ed3n t\u1ea1i nh\u01b0ng l\u1ea1i kh\u00f4ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. \u0110i\u1ec1u n\u00e0y \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c doanh nghi\u1ec7p b\u1ecf l\u1ee1 m\u1ed9t c\u01a1 h\u1ed9i kinh doanh \u0111\u00e1ng k\u1ec3.<\/p>\n\n\n\n

Nh\u1eefng thay \u0111\u1ed5i mang t\u00ednh c\u00e1ch m\u1ea1ng do tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n mang l\u1ea1i<\/h3>\n\n\n\n

\u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00f2 chuy\u1ec7n l\u00e0 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp th\u00f4ng tin theo "h\u00ecnh th\u1ee9c h\u1ed9i tho\u1ea1i". Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng tin c\u1ea7n thi\u1ebft ch\u1ec9 b\u1eb1ng c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (ng\u00f4n ng\u1eef gi\u1ed1ng nh\u01b0 ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong cu\u1ed9c tr\u00f2 chuy\u1ec7n h\u00e0ng ng\u00e0y).<\/p>\n\n\n\n

V\u00ed d\u1ee5, ch\u1ec9 c\u1ea7n g\u00f5 "Vui l\u00f2ng gi\u1ea3i th\u00edch quy tr\u00ecnh c\u01a1 b\u1ea3n \u0111\u1ec3 x\u1eed l\u00fd khi\u1ebfu n\u1ea1i c\u1ee7a kh\u00e1ch h\u00e0ng" s\u1ebd t\u00edch h\u1ee3p c\u00e1c ki\u1ebfn th\u1ee9c li\u00ean quan v\u00e0 tr\u00ecnh b\u00e0y ch\u00fang m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u. \u0110\u00e2y l\u00e0 tr\u1ea3i nghi\u1ec7m kh\u00f3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng t\u00ecm ki\u1ebfm th\u00f4ng th\u01b0\u1eddng.<\/p>\n\n\n\n

M\u1ed9t c\u00f4ng ngh\u1ec7 quan tr\u1ecdng \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 "X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)". C\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p m\u00e1y t\u00ednh hi\u1ec3u v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. Nh\u1edd \u0111\u00f3, m\u00e1y t\u00ednh c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c c\u00e2u h\u1ecfi v\u00e0 th\u1eafc m\u1eafc m\u01a1 h\u1ed3, bao g\u1ed3m c\u1ea3 ng\u1eef c\u1ea3nh.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, v\u00ec AI t\u1ea1o ra c\u00e2u tr\u1ea3 l\u1eddi t\u1ed1i \u01b0u b\u1eb1ng c\u00e1ch \u0111\u1ed1i chi\u1ebfu nhi\u1ec1u ngu\u1ed3n th\u00f4ng tin, n\u00f3 cho ph\u00e9p "t\u00edch h\u1ee3p th\u00f4ng tin". \u0110i\u1ec1u n\u00e0y lo\u1ea1i b\u1ecf nhu c\u1ea7u ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i \u0111\u1ecdc nhi\u1ec1u t\u00e0i li\u1ec7u, c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n

Do \u0111\u00f3, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n c\u00f3 ti\u1ec1m n\u0103ng thay \u0111\u1ed5i c\u0103n b\u1ea3n c\u00e1ch ch\u00fang ta s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c.<\/p>\n\n\n\n

Nh\u1eefng l\u1ee3i \u00edch c\u1ee5 th\u1ec3 c\u1ee7a vi\u1ec7c tri\u1ec3n khai AI trong tr\u00f2 chuy\u1ec7n<\/h2>\n\n\n\n

C\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 trong vi\u1ec7c t\u00ecm ki\u1ebfm th\u00f4ng tin v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 l\u00e0m vi\u1ec7c.<\/h3>\n\n\n\n

T\u00f3m l\u1ea1i, vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) trong chat gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin. Theo truy\u1ec1n th\u1ed1ng, quy tr\u00ecnh n\u00e0y bao g\u1ed3m "t\u00ecm ki\u1ebfm \u2192 \u0111\u1ecdc \u2192 hi\u1ec3u", nh\u01b0ng v\u1edbi AI trong chat, n\u00f3 \u0111\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n h\u00f3a th\u00e0nh "nghe \u2192 hi\u1ec3u".<\/p>\n\n\n\n

V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t nh\u00e2n vi\u00ean b\u00e1n h\u00e0ng mu\u1ed1n t\u00ecm c\u00e1c v\u00ed d\u1ee5 v\u1ec1 \u0111\u1ec1 xu\u1ea5t th\u00e0nh c\u00f4ng tr\u01b0\u1edbc \u0111\u00e2y, theo c\u00e1ch truy\u1ec1n th\u1ed1ng, h\u1ecd s\u1ebd ph\u1ea3i t\u00ecm ki\u1ebfm trong nhi\u1ec1u th\u01b0 m\u1ee5c v\u00e0 \u0111\u1ecdc qua c\u00e1c t\u00e0i li\u1ec7u li\u00ean quan. Tuy nhi\u00ean, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng AI tr\u00f2 chuy\u1ec7n, h\u1ecd ch\u1ec9 c\u1ea7n g\u00f5 "H\u00e3y cho t\u00f4i bi\u1ebft v\u1ec1 c\u00e1c v\u00ed d\u1ee5 \u0111\u1ec1 xu\u1ea5t th\u00e0nh c\u00f4ng tr\u01b0\u1edbc \u0111\u00e2y", v\u00e0 c\u00e1c \u0111i\u1ec3m ch\u00ednh s\u1ebd \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n

Kh\u00e1i ni\u1ec7m then ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 "UX (Tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng)". UX \u0111\u1ec1 c\u1eadp \u0111\u1ebfn to\u00e0n b\u1ed9 tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng khi s\u1eed d\u1ee5ng m\u1ed9t d\u1ecbch v\u1ee5. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n (Chat AI) c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 UX, gi\u00fap ng\u01b0\u1eddi d\u00f9ng ti\u1ebfp nh\u1eadn th\u00f4ng tin m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 kh\u00f4ng c\u0103ng th\u1eb3ng.<\/p>\n\n\n\n

K\u1ebft qu\u1ea3 l\u00e0, nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o nh\u1eefng nhi\u1ec7m v\u1ee5 th\u1ef1c s\u1ef1 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi h\u1ecd, d\u1eabn \u0111\u1ebfn n\u0103ng su\u1ea5t lao \u0111\u1ed9ng t\u0103ng cao trong to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n

Lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n v\u00e0 th\u00fac \u0111\u1ea9y vi\u1ec7c chia s\u1ebb ki\u1ebfn th\u1ee9c.<\/h3>\n\n\n\n

M\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn \u0111\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty l\u00e0 "c\u00e1 nh\u00e2n h\u00f3a". \u0110i\u1ec1u n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn t\u00ecnh hu\u1ed1ng m\u00e0 ch\u1ec9 m\u1ed9t s\u1ed1 nh\u00e2n vi\u00ean nh\u1ea5t \u0111\u1ecbnh m\u1edbi hi\u1ec3u n\u1ed9i dung c\u00f4ng vi\u1ec7c v\u00e0 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n. Trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, c\u00f3 nguy c\u01a1 ho\u1ea1t \u0111\u1ed9ng s\u1ebd b\u1ecb gi\u00e1n \u0111o\u1ea1n n\u1ebfu nh\u1eefng nh\u00e2n vi\u00ean \u0111\u00f3 v\u1eafng m\u1eb7t.<\/p>\n\n\n\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p \u0111\u00e1ng k\u1ec3 v\u00e0o vi\u1ec7c lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n v\u00ec n\u00f3 c\u00f3 th\u1ec3 t\u1eadp trung h\u00f3a ki\u1ebfn th\u1ee9c v\u00e0 chuy\u1ec3n \u0111\u1ed5i n\u00f3 th\u00e0nh \u0111\u1ecbnh d\u1ea1ng m\u00e0 b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 truy c\u1eadp.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, AI c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u00e0 t\u00e0i li\u1ec7u trong qu\u00e1 kh\u1ee9, v\u00e0 tr\u00edch xu\u1ea5t m\u1ed9t s\u1ed1 ki\u1ebfn th\u1ee9c ng\u1ea7m th\u00e0nh ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh. \u0110i\u1ec1u n\u00e0y gi\u00fap vi\u1ec7c chia s\u1ebb chuy\u00ean m\u00f4n c\u1ee7a c\u00e1c nh\u00e2n vi\u00ean k\u1ef3 c\u1ef1u trong to\u00e0n t\u1ed5 ch\u1ee9c tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n\n\n\n

Kh\u00e1i ni\u1ec7m then ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 "qu\u1ea3n l\u00fd tri th\u1ee9c". \u0110i\u1ec1u n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t lo\u1ea1t c\u00e1c quy tr\u00ecnh thu th\u1eadp, t\u1ed5 ch\u1ee9c, chia s\u1ebb v\u00e0 s\u1eed d\u1ee5ng tri th\u1ee9c trong m\u1ed9t t\u1ed5 ch\u1ee9c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00f2 chuy\u1ec7n \u0111\u00f3ng vai tr\u00f2 trong vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh n\u00e0y.<\/p>\n\n\n\n

K\u1ebft qu\u1ea3 l\u00e0, tr\u00ecnh \u0111\u1ed9 k\u1ef9 n\u0103ng t\u1ed5ng th\u1ec3 c\u1ee7a t\u1ed5 ch\u1ee9c \u0111\u01b0\u1ee3c n\u00e2ng cao, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho ho\u1ea1t \u0111\u1ed9ng kinh doanh \u1ed5n \u0111\u1ecbnh.<\/p>\n\n\n\n

S\u1eed d\u1ee5ng trong \u0111\u00e0o t\u1ea1o v\u00e0 h\u01b0\u1edbng d\u1eabn nh\u00e2n vi\u00ean m\u1edbi.<\/h3>\n\n\n\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n c\u0169ng r\u1ea5t hi\u1ec7u qu\u1ea3 trong vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 h\u01b0\u1edbng d\u1eabn nh\u00e2n vi\u00ean m\u1edbi. Nh\u00e2n vi\u00ean m\u1edbi th\u01b0\u1eddng c\u00f3 nhi\u1ec1u c\u00e2u h\u1ecfi v\u00e0 c\u1ea7n h\u1ecfi c\u00e1c nh\u00e2n vi\u00ean k\u1ef3 c\u1ef1u, \u0111i\u1ec1u n\u00e0y th\u01b0\u1eddng g\u00e2y kh\u00f3 kh\u0103n cho c\u1ea3 hai b\u00ean.<\/p>\n\n\n\n

B\u1eb1ng c\u00e1ch tri\u1ec3n khai AI tr\u00f2 chuy\u1ec7n, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1eb7t c\u00e2u h\u1ecfi 24\/7. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e2u tr\u1ea3 l\u1eddi ngay l\u1eadp t\u1ee9c cho c\u00e1c c\u00e2u h\u1ecfi nh\u01b0: "Vui l\u00f2ng gi\u1ea3i th\u00edch quy tr\u00ecnh ho\u00e0n tr\u1ea3 chi ph\u00ed" ho\u1eb7c "M\u1ee5c \u0111\u00edch c\u1ee7a nhi\u1ec7m v\u1ee5 n\u00e0y l\u00e0 g\u00ec?"<\/p>\n\n\n\n

\u0110i\u1ec3m m\u1ea5u ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 c\u1ea3i thi\u1ec7n "t\u1ef7 l\u1ec7 t\u1ef1 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1". T\u1ef7 l\u1ec7 t\u1ef1 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn ph\u1ea7n tr\u0103m s\u1ed1 ng\u01b0\u1eddi c\u00f3 th\u1ec3 t\u1ef1 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 m\u00e0 kh\u00f4ng c\u1ea7n d\u1ef1a v\u00e0o ng\u01b0\u1eddi kh\u00e1c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 n\u00e0y v\u00e0 c\u0169ng g\u00f3p ph\u1ea7n gi\u1ea3m chi ph\u00ed \u0111\u00e0o t\u1ea1o.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, AI gi\u00fap duy tr\u00ec t\u00ednh nh\u1ea5t qu\u00e1n trong c\u00e1c ph\u1ea3n h\u1ed3i, ng\u0103n ng\u1eeba s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong n\u1ed9i dung gi\u1ea3ng d\u1ea1y. \u0110i\u1ec1u n\u00e0y c\u0169ng mang l\u1ea1i l\u1ee3i \u00edch l\u00e0 chu\u1ea9n h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng gi\u00e1o d\u1ee5c.<\/p>\n\n\n\n

C\u00e1c \u0111i\u1ec3m ch\u00ednh \u0111\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng<\/h2>\n\n\n\n

C\u01a1 s\u1edf ki\u1ebfn th\u1ee9c c\u1ea7n \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/h3>\n\n\n\n

Vi\u1ec7c chu\u1ea9n b\u1ecb k\u1ef9 l\u01b0\u1ee1ng l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n. \u0110\u1eb7c bi\u1ec7t, vi\u1ec7c x\u00e2y d\u1ef1ng c\u01a1 s\u1edf ki\u1ebfn th\u1ee9c l\u00e0 \u0111i\u1ec1u thi\u1ebft y\u1ebfu.<\/p>\n\n\n\n

H\u1ec7 th\u1ed1ng ki\u1ebfn th\u1ee9c l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u00f3ng vai tr\u00f2 n\u1ec1n t\u1ea3ng cho vi\u1ec7c t\u00edch l\u0169y v\u00e0 qu\u1ea3n l\u00fd th\u00f4ng tin trong m\u1ed9t c\u00f4ng ty. Vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) m\u00e0 kh\u00f4ng c\u00f3 h\u1ec7 th\u1ed1ng ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp b\u00e0i b\u1ea3n s\u1ebd kh\u00f4ng mang l\u1ea1i k\u1ebft qu\u1ea3 nh\u01b0 mong mu\u1ed1n.<\/p>\n\n\n\n

Tr\u01b0\u1edbc ti\u00ean, c\u1ea7n ph\u1ea3i s\u1eafp x\u1ebfp l\u1ea1i c\u00e1c t\u00e0i li\u1ec7u v\u00e0 d\u1eef li\u1ec7u hi\u1ec7n c\u00f3, lo\u1ea1i b\u1ecf c\u00e1c b\u1ea3n sao v\u00e0 th\u00f4ng tin kh\u00f4ng c\u1ea7n thi\u1ebft. H\u01a1n n\u1eefa, vi\u1ec7c ph\u00e2n lo\u1ea1i v\u00e0 g\u1eafn th\u1ebb th\u00f4ng tin l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra m\u1ed9t c\u1ea5u tr\u00fac m\u00e0 AI c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng hi\u1ec3u \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, kh\u00eda c\u1ea1nh "qu\u1ea3n tr\u1ecb" c\u0169ng r\u1ea5t quan tr\u1ecdng. Qu\u1ea3n tr\u1ecb \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c quy t\u1eafc v\u00e0 h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh \u0111\u1ec3 qu\u1ea3n l\u00fd th\u00f4ng tin. B\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m c\u1eadp nh\u1eadt th\u00f4ng tin v\u00e0 th\u00f4ng tin n\u00e0o l\u00e0 ch\u00ednh x\u00e1c, m\u1ed9t c\u01a1 s\u1edf tri th\u1ee9c c\u00f3 \u0111\u1ed9 tin c\u1eady cao c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng.<\/p>\n\n\n\n

C\u00e1c nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh v\u1ec1 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf trong kinh doanh.<\/h3>\n\n\n\n

C\u00e1c c\u00f4ng ty \u0111\u00e3 th\u1ef1c s\u1ef1 tri\u1ec3n khai AI trong l\u0129nh v\u1ef1c tr\u00f2 chuy\u1ec7n \u0111\u00e3 b\u00e1o c\u00e1o nhi\u1ec1u k\u1ebft qu\u1ea3 t\u00edch c\u1ef1c kh\u00e1c nhau.<\/p>\n\n\n\n

V\u00ed d\u1ee5, m\u1ed9t c\u00f4ng ty CNTT \u0111\u00e3 tri\u1ec3n khai AI tr\u00f2 chuy\u1ec7n \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c y\u00eau c\u1ea7u n\u1ed9i b\u1ed9, d\u1eabn \u0111\u1ebfn gi\u1ea3m kho\u1ea3ng 40% s\u1ed1 l\u01b0\u1ee3ng y\u00eau c\u1ea7u. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p nh\u00e2n vi\u00ean h\u1ed7 tr\u1ee3 t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n

Ngo\u00e0i ra, trong ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1ea3n xu\u1ea5t, c\u00f4ng nh\u00e2n t\u1ea1i ch\u1ed7 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e1y t\u00ednh b\u1ea3ng \u0111\u1ec3 \u0111\u1eb7t c\u00e2u h\u1ecfi cho AI tr\u00f2 chuy\u1ec7n, cho ph\u00e9p h\u1ecd ki\u1ec3m tra ngay l\u1eadp t\u1ee9c c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 ph\u01b0\u01a1ng ph\u00e1p kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1, d\u1eabn \u0111\u1ebfn gi\u1ea3m thi\u1ec3u l\u1ed7i trong c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, trong b\u1ed9 ph\u1eadn b\u00e1n h\u00e0ng, kh\u1ea3 n\u0103ng c\u1ee7a AI trong vi\u1ec7c tr\u00ecnh b\u00e0y c\u00e1c c\u00e2u chuy\u1ec7n th\u00e0nh c\u00f4ng trong qu\u00e1 kh\u1ee9 v\u00e0 t\u00e0i li\u1ec7u \u0111\u1ec1 xu\u1ea5t \u0111\u00e3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng c\u00e1c \u0111\u1ec1 xu\u1ea5t v\u00e0 d\u1eabn \u0111\u1ebfn t\u1ef7 l\u1ec7 ch\u1ed1t \u0111\u01a1n t\u0103ng l\u00ean.<\/p>\n\n\n\n

Nh\u01b0 nh\u1eefng v\u00ed d\u1ee5 n\u00e0y cho th\u1ea5y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c, b\u1ea5t k\u1ec3 ng\u00e0nh ngh\u1ec1 n\u00e0o.<\/p>\n\n\n\n

M\u1eb9o \u0111\u1ec3 v\u1eadn h\u00e0nh v\u00e0 c\u1ea3i ti\u1ebfn th\u00e0nh c\u00f4ng<\/h3>\n\n\n\n

Vi\u1ec7c tri\u1ec3n khai AI trong chat kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec3m k\u1ebft th\u00fac c\u1ee7a qu\u00e1 tr\u00ecnh; v\u1eadn h\u00e0nh v\u00e0 c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c l\u00e0 r\u1ea5t quan tr\u1ecdng. \u0110i\u1ec1u \u0111\u1ea7u ti\u00ean c\u1ea7n t\u1eadp trung v\u00e0o l\u00e0 "thu th\u1eadp ph\u1ea3n h\u1ed3i". B\u1ea1n c\u1ea7n hi\u1ec3u m\u1ee9c \u0111\u1ed9 s\u1eed d\u1ee5ng v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, sau \u0111\u00f3 s\u1eed d\u1ee5ng th\u00f4ng tin \u0111\u00f3 \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c c\u1ea3i ti\u1ebfn.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, "c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ph\u1ea3n h\u1ed3i" c\u0169ng l\u00e0 m\u1ed9t \u0111i\u1ec3m quan tr\u1ecdng. V\u00ec AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n, n\u00ean vi\u1ec7c th\u01b0\u1eddng xuy\u00ean c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a n\u00f3 l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, "c\u00e1c bi\u1ec7n ph\u00e1p th\u00fac \u0111\u1ea9y s\u1eed d\u1ee5ng" c\u0169ng r\u1ea5t c\u1ea7n thi\u1ebft. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng m\u00e0 nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng th\u00f4ng qua \u0111\u00e0o t\u1ea1o n\u1ed9i b\u1ed9 v\u00e0 x\u00e2y d\u1ef1ng h\u01b0\u1edbng d\u1eabn.<\/p>\n\n\n\n

Cu\u1ed1i c\u00f9ng, vi\u1ec7c l\u01b0u t\u00e2m \u0111\u1ebfn "kh\u1edfi \u0111\u1ea7u nh\u1ecf" c\u0169ng l\u00e0 ch\u00eca kh\u00f3a d\u1eabn \u0111\u1ebfn th\u00e0nh c\u00f4ng. Thay v\u00ec nh\u1eafm \u0111\u1ebfn vi\u1ec7c tri\u1ec3n khai tr\u00ean to\u00e0n c\u00f4ng ty ngay t\u1eeb \u0111\u1ea7u, vi\u1ec7c b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t b\u1ed9 ph\u1eadn ho\u1eb7c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 s\u1ebd cho ph\u00e9p b\u1ea1n ki\u1ec3m ch\u1ee9ng hi\u1ec7u qu\u1ea3 \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/p>\n\n\n\n

b\u1ea3n t\u00f3m t\u1eaft<\/h2>\n\n\n\n

Vi\u1ec7c t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 th\u00f4ng qua tr\u00f2 chuy\u1ec7n v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 ti\u1ec1m n\u0103ng thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c c\u00f4ng ty. B\u1eb1ng c\u00e1ch chuy\u1ec3n \u0111\u1ed5i t\u1eeb qu\u1ea3n l\u00fd ki\u1ebfn th\u1ee9c d\u1ef1a tr\u00ean t\u00ecm ki\u1ebfm truy\u1ec1n th\u1ed1ng sang m\u1ed9t h\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p v\u00e0 t\u01b0\u01a1ng t\u00e1c, nhi\u1ec1u l\u1ee3i \u00edch c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n v\u00e0 n\u00e2ng cao ph\u00e1t tri\u1ec3n nh\u00e2n t\u00e0i.<\/p>\n\n\n\n

M\u1eb7t kh\u00e1c, vi\u1ec7c thi\u1ebft l\u1eadp n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c v\u00e0 c\u1ea5u tr\u00fac v\u1eadn h\u00e0nh l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng. B\u1eb1ng c\u00e1ch gi\u1ea3i quy\u1ebft \u0111\u00fang \u0111\u1eafn c\u00e1c kh\u00eda c\u1ea1nh n\u00e0y, hi\u1ec7u qu\u1ea3 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 chuy\u1ec7n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ed1i \u0111a h\u00f3a.<\/p>\n\n\n\n

Khi c\u00f4ng ngh\u1ec7 AI ph\u00e1t tri\u1ec3n, t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c s\u1ebd ng\u00e0y c\u00e0ng t\u0103ng. \u0110\u00e2y l\u00e0 th\u1eddi \u0111i\u1ec3m th\u00edch h\u1ee3p \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 l\u1ea1i vi\u1ec7c s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c c\u1ee7a c\u00f4ng ty b\u1ea1n v\u00e0 ti\u1ebfn nh\u1eefng b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean h\u01b0\u1edbng t\u1edbi th\u1ebf h\u1ec7 c\u00f4ng vi\u1ec7c ti\u1ebfp theo.<\/p>","protected":false},"excerpt":{"rendered":"

\u30a4\u30f3\u30c8\u30ed\u30c0\u30af\u30b7\u30e7\u30f3 \u4f01\u696d\u306b\u304a\u3051\u308b\u300c\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u300d\u306f\u3001\u7af6\u4e89\u529b\u3092\u5de6\u53f3\u3059\u308b\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3067\u3059\u3002\u3057\u304b\u3057\u5b9f\u969b\u306b\u306f\u3001\u300c\u60c5 […]<\/p>\n","protected":false},"author":1,"featured_media":12726,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[34],"tags":[],"class_list":["post-12716","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12716","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/comments?post=12716"}],"version-history":[{"count":3,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12716\/revisions"}],"predecessor-version":[{"id":12725,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12716\/revisions\/12725"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media\/12726"}],"wp:attachment":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media?parent=12716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/categories?post=12716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/tags?post=12716"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}