s\u01a1 \u0111\u1ed3 UML<\/a>, t\u1ed1c \u0111\u1ed9 m\u00e0 kh\u00f4ng c\u00f3 t\u00ednh nh\u1ea5t qu\u00e1n s\u1ebd d\u1eabn \u0111\u1ebfn n\u1ee3 k\u1ef9 thu\u1eadt. B\u1eb1ng c\u00e1ch hi\u1ec3u r\u00f5 gi\u1edbi h\u1ea1n c\u1ee7a vi\u1ec7c t\u1ea1o ri\u00eang l\u1ebb v\u00e0 \u00e1p d\u1ee5ng c\u00e1c chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 m\u00f4 h\u00ecnh h\u00f3a song song, n\u1ec1n t\u1ea3ng chuy\u00ean bi\u1ec7t v\u00e0 th\u00fac \u0111\u1ea9y c\u00f3 \u00fd th\u1ee9c v\u1ec1 ng\u1eef ngh\u0129a, c\u00e1c \u0111\u1ed9i c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c m\u00f4 h\u00ecnh UML c\u1ee7a h\u1ecd tr\u1edf th\u00e0nh t\u00e0i li\u1ec7u tham kh\u1ea3o \u0111\u00e1ng tin c\u1eady v\u00e0 th\u1ed1ng nh\u1ea5t cho s\u1ef1 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng th\u00e0nh c\u00f4ng.<\/p>\n","protected":false},"excerpt":{"rendered":"V\u1ea5n \u0111\u1ec1 ph\u00e2n m\u1ea3nh trong thi\u1ebft k\u1ebf AI sinh th\u00e0nh C\u00e1i Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a th\u1ed1ng nh\u1ea5t (UML) d\u1ef1a tr\u00ean m\u1ed9t nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n: kh\u00f4ng c\u00f3 s\u01a1 \u0111\u1ed3 n\u00e0o c\u00f3 th\u1ec3 k\u1ec3 to\u00e0n b\u1ed9 c\u00e2u chuy\u1ec7n c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m ph\u1ee9c t\u1ea1p. Thay v\u00e0o \u0111\u00f3, UML s\u1eed d\u1ee5ng m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c g\u00f3c nh\u00ecn b\u1ed5 tr\u1ee3\u2014t\u0129nh, \u0111\u1ed9ng v\u00e0 v\u1eadt l\u00fd\u2014m\u00e0 ph\u1ea3i k\u1ebft n\u1ed1i li\u1ec1n m\u1ea1ch \u0111\u1ec3 t\u1ea1o ra m\u1ed9t b\u1ea3n v\u1ebd th\u1ed1ng nh\u1ea5t. Tuy nhi\u00ean, khi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n ng\u00e0y c\u00e0ng chuy\u1ec3n sang s\u1eed d\u1ee5ng c\u00e1c M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef quy m\u00f4 l\u1edbn (LLMs) \u0111\u1ec3 t\u0103ng t\u1ed1c thi\u1ebft k\u1ebf, m\u1ed9t th\u00e1ch th\u1ee9c m\u1edbi \u0111\u00e3 xu\u1ea5t hi\u1ec7n: s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong vi\u1ec7c sinh ra AI t\u00e1ch bi\u1ec7t. Khi ng\u01b0\u1eddi d\u00f9ng t\u1ea1o ra t\u1eebng s\u01a1 \u0111\u1ed3 UMLth\u00f4ng qua c\u00e1c l\u1eddi nh\u1eafc t\u00e1ch bi\u1ec7t m\u00e0 kh\u00f4ng c\u00f3 b\u1ed1i c\u1ea3nh chung, k\u1ebft qu\u1ea3 th\u01b0\u1eddng l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c minh h\u1ecda r\u1eddi r\u1ea1c thay v\u00ec m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1ch l\u1ea1c. H\u01b0\u1edbng d\u1eabn n\u00e0y kh\u00e1m ph\u00e1 l\u00fd do t\u1ea1i sao s\u1ef1 s\u1ee5p \u0111\u1ed5 n\u00e0y x\u1ea3y ra v\u00e0 n\u00eau chi ti\u1ebft c\u00e1c chi\u1ebfn l\u01b0\u1ee3c th\u1ef1c t\u1ebf \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c m\u00f4 h\u00ecnh do AI t\u1ea1o ra v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c t\u00ednh nh\u1ea5t qu\u00e1n v\u1ec1 m\u1eb7t ng\u1eef ngh\u0129a v\u00e0 v\u1eefng ch\u1eafc v\u1ec1 m\u1eb7t c\u1ea5u tr\u00fac. T\u1ea1i sao vi\u1ec7c sinh ra AI t\u00e1ch bi\u1ec7t g\u00e2y ra s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n V\u1ea5n \u0111\u1ec1 c\u1ed1t l\u00f5i n\u1eb1m \u1edf b\u1ea3n ch\u1ea5t kh\u00f4ng tr\u1ea1ng th\u00e1i c\u1ee7a c\u00e1c t\u01b0\u01a1ng t\u00e1c ti\u00eau chu\u1ea9n v\u1edbi LLM. Kh\u00e1c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 m\u00f4 h\u00ecnh h\u00f3a chuy\u00ean d\u1ee5ng, AI \u0111a m\u1ee5c \u0111\u00edchth\u01b0\u1eddng t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m trong s\u1ef1 t\u00e1ch bi\u1ec7t ho\u00e0n to\u00e0n. Kh\u00f4ng c\u00f3 kho l\u01b0u tr\u1eef m\u00f4 h\u00ecnh b\u1ec1n v\u1eefng hay vi\u1ec7c tham chi\u1ebfu t\u1ef1 \u0111\u1ed9ng gi\u1eefa c\u00e1c l\u1eddi nh\u1eafc ri\u00eang bi\u1ec7t, AI kh\u00f4ng nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng quy\u1ebft \u0111\u1ecbnh m\u00e0 n\u00f3 \u0111\u00e3 \u0111\u01b0a ra ch\u1ec9 v\u00e0i gi\u00e2y tr\u01b0\u1edbc \u0111\u00f3. S\u1ef1 s\u1ee5p \u0111\u1ed5 v\u1ec1 t\u00ednh nh\u1ea5t qu\u00e1n ng\u1eef ngh\u0129a M\u1ed7i s\u01a1 \u0111\u1ed3 \u0111\u01b0\u1ee3c t\u1ea1o b\u1edfi LLM th\u01b0\u1eddng d\u1ef1a ho\u00e0n to\u00e0n v\u00e0o v\u0103n b\u1ea3n l\u1eddi nh\u1eafc c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c cung c\u1ea5p t\u1ea1i th\u1eddi \u0111i\u1ec3m \u0111\u00f3. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn s\u1ef1 suy gi\u1ea3m v\u1ec1 t\u00ednh nh\u1ea5t qu\u00e1n ng\u1eef ngh\u0129a, n\u01a1i c\u1ea5u tr\u00fac t\u0129nh c\u1ee7a h\u1ec7 th\u1ed1ng (v\u00ed d\u1ee5: m\u1ed9t s\u01a1 \u0111\u1ed3 l\u1edbp) kh\u00f4ng c\u00f2n h\u1ed7 tr\u1ee3 h\u00e0nh vi \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 (v\u00ed d\u1ee5: m\u1ed9t s\u01a1 \u0111\u1ed3 tu\u1ea7n t\u1ef1). N\u1ebfu m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng t\u01b0\u01a1ng t\u00e1c trong m\u1ed9t quy tr\u00ecnh, thao t\u00e1c m\u00e0 n\u00f3 g\u1ecdi ph\u1ea3i t\u1ed3n t\u1ea1i trong \u0111\u1ecbnh ngh\u0129a l\u1edbp c\u1ee7a n\u00f3. Kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng b\u1ed9 r\u00f5 r\u00e0ng, c\u00e1c k\u00fd hi\u1ec7u do LLM t\u1ea1o ra ch\u1eafc ch\u1eafn s\u1ebd ph\u00e2n k\u1ef3, khi\u1ebfn c\u00e1c lu\u1ed3ng h\u00e0nh vi tr\u1edf n\u00ean kh\u00f4ng th\u1ec3 h\u00f2a h\u1ee3p v\u1edbi c\u1ea5u tr\u00fac m\u00e3 ngu\u1ed3n. Nh\u1eefng sai l\u1ec7ch ph\u1ed5 bi\u1ebfn trong c\u00e1c m\u00f4 h\u00ecnh do LLM t\u1ea1o ra Khi d\u1ef1a v\u00e0o c\u00e1c l\u1eddi nh\u1eafc r\u1eddi r\u1ea1c, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n th\u01b0\u1eddng xuy\u00ean g\u1eb7p ph\u1ea3i nh\u1eefng lo\u1ea1i l\u1ed7i c\u1ee5 th\u1ec3 l\u00e0m suy y\u1ebfu \u0111\u1ed9 tin c\u1eady c\u1ee7a thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng: C\u00e1c thao t\u00e1c kh\u00f4ng kh\u1edbp:C\u00e1c quy \u01b0\u1edbc \u0111\u1eb7t t\u00ean th\u01b0\u1eddng b\u1ecb l\u1ec7ch gi\u1eefa c\u00e1c t\u01b0\u01a1ng t\u00e1c. V\u00ed d\u1ee5, m\u1ed9t LLM c\u00f3 th\u1ec3 t\u1ea1o s\u01a1 \u0111\u1ed3 l\u1edbp cho m\u1ed9t h\u1ec7 th\u1ed1ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u1edbi thao t\u00e1c checkout()thao t\u00e1c. Tuy nhi\u00ean, m\u1ed9t s\u01a1 \u0111\u1ed3 tu\u1ea7n t\u1ef1 \u0111\u01b0\u1ee3c t\u1ea1o sau \u0111\u00f3 c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t t\u00ean ho\u00e0n to\u00e0n kh\u00e1c, ch\u1eb3ng h\u1ea1n nh\u01b0 placeOrder(), cho c\u00f9ng m\u1ed9t h\u00e0nh \u0111\u1ed9ng, l\u00e0m \u0111\u1ee9t \u0111o\u1ea1n m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa c\u1ea5u tr\u00fac v\u00e0 h\u00e0nh vi. C\u00e1c th\u00e0nh ph\u1ea7n b\u1ecb b\u1ecf r\u01a1i:gi\u00e1 tr\u1ecbGi\u1ecf h\u00e0ng l\u1edbp nh\u01b0 m\u1ed9t th\u1ef1c th\u1ec3 trung t\u00e2m, trong khi m\u1ed9t l\u1eddi nh\u1eafc h\u00e0nh vi ti\u1ebfp theo c\u00f3 th\u1ec3 b\u1ecf qua ho\u00e0n to\u00e0n ho\u1eb7c thay th\u1ebf ch\u1ee9c n\u0103ng c\u1ee7a n\u00f3 b\u1eb1ng m\u1ed9t th\u00e0nh ph\u1ea7n m\u1edbi \u0111\u01b0\u1ee3c t\u01b0\u1edfng t\u01b0\u1ee3ng ra. C\u00e1c r\u00e0ng bu\u1ed9c m\u00e2u thu\u1eabn: Logic \u0111i\u1ec1u khi\u1ec3n c\u00e1c m\u1ed1i quan h\u1ec7 c\u00f3 th\u1ec3 thay \u0111\u1ed5i. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1ed9t m\u1ed1i quan h\u1ec7 m\u1ed9t-\u0111a trong m\u1ed9t g\u00f3c nh\u00ecn c\u1ea5u tr\u00fac, nh\u01b0ng m\u00f4 t\u1ea3 c\u00e1c t\u01b0\u01a1ng t\u00e1c trong s\u01a1 \u0111\u1ed3 tu\u1ea7n t\u1ef1 l\u1ea1i ng\u1ee5 \u00fd m\u1ed9t m\u1ed1i quan h\u1ec7 m\u1ed9t-\u0111\u1ed1i-m\u1ed9t, t\u1ea1o ra m\u1ed9t ngh\u1ecbch l\u00fd logic trong ki\u1ebfn tr\u00fac. Chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p h\u00e0i h\u00f2a \u0110\u1ec3 ng\u0103n ch\u1eb7n m\u1ed9t m\u00f4 h\u00ecnh ‘Frankenstein’ n\u01a1i c\u00e1c b\u1ed9 ph\u1eadn kh\u00f4ng kh\u1edbp v\u1edbi nhau, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00e0 ph\u00e2n t\u00edch n\u00ean \u00e1p d\u1ee5ng c\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u1ee5 th\u1ec3 \u0111\u1ec3 duy tr\u00ec m\u1ed9t m\u00f4 h\u00ecnh h\u1ec7 th\u1ed1ng to\u00e0n v\u1eb9n. 1. T\u1eadn d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh h\u00f3a chuy\u00ean bi\u1ec7t c\u00e1c c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eangc\u00e1c c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang nh\u1eb1m duy tr\u00ec m\u1ed9t kho l\u01b0u tr\u1eef m\u00f4 h\u00ecnh n\u1ec1n duy nh\u1ea5t. Trong c\u00e1c m\u00f4i tr\u01b0\u1eddng n\u00e0y, c\u00e1c th\u00e0nh ph\u1ea7n \u0111\u01b0\u1ee3c chia s\u1ebb v\u00e0 \u0111\u1ed3ng b\u1ed9 h\u00f3a tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c g\u00f3c nh\u00ecn. N\u1ebfu m\u1ed9t l\u1edbp \u0111\u01b0\u1ee3c \u0111\u1ed5i t\u00ean trong s\u01a1 \u0111\u1ed3, kho l\u01b0u tr\u1eef n\u1ec1n s\u1ebd \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt, \u0111\u1ea3m b\u1ea3o r\u1eb1ng t\u1ea5t c\u1ea3 c\u00e1c g\u00f3c nh\u00ecn kh\u00e1c ph\u1ea3n \u00e1nh thay \u0111\u1ed5i n\u00e0y m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. 2. \u00c1p d\u1ee5ng c\u00e1c th\u1ef1c h\u00e0nh m\u00f4 h\u00ecnh h\u00f3a song song M\u00f4 h\u00ecnh h\u00f3a Agilet\u1ea1o c\u00e1c m\u00f4 h\u00ecnh song songt\u1ea1o c\u00e1c m\u00f4 h\u00ecnh song song, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 duy tr\u00ec ng\u1eef c\u1ea3nh trong t\u00e2m tr\u00ed ngay c\u1ea3 khi c\u00f4ng c\u1ee5 kh\u00f4ng l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3. V\u00ed d\u1ee5, d\u00e0nh m\u1ed9t kho\u1ea3ng th\u1eddi gian ng\u1eafn \u0111\u1ec3 ph\u00e1c th\u1ea3o m\u1ed9t g\u00f3c nh\u00ecn \u0111\u1ed9ng (nh\u01b0 s\u01a1 \u0111\u1ed3 tu\u1ea7n t\u1ef1) v\u00e0 ngay l\u1eadp t\u1ee9c chuy\u1ec3n sang g\u00f3c nh\u00ecn t\u0129nh t\u01b0\u01a1ng \u1ee9ng (s\u01a1 \u0111\u1ed3 l\u1edbp) \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c thao t\u00e1c v\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng kh\u1edbp nhau tr\u01b0\u1edbc khi chuy\u1ec3n sang c\u00e1c t\u00ednh n\u0103ng m\u1edbi. 3. Tri\u1ec3n khai l\u1eddi nh\u1eafc c\u00f3 nh\u1eadn th\u1ee9c ng\u1eef ngh\u0129a l\u1eddi nh\u1eafc c\u00f3 nh\u1eadn th\u1ee9c ng\u1eef ngh\u0129al\u1eddi nh\u1eafc c\u00f3 nh\u1eadn th\u1ee9c ng\u1eef ngh\u0129a, trong \u0111\u00f3 c\u00e1c \u0111\u1ecbnh ngh\u0129a th\u00e0nh ph\u1ea7n\u2014nh\u01b0 t\u00ean l\u1edbp, danh s\u00e1ch thu\u1ed9c t\u00ednh v\u00e0 ch\u1eef k\u00fd ph\u01b0\u01a1ng th\u1ee9c\u2014\u0111\u01b0\u1ee3c sao ch\u00e9p v\u00e0 d\u00e1n c\u1ea9n th\u1eadn gi\u1eefa c\u00e1c l\u1eddi nh\u1eafc. M\u1eb7c d\u00f9 d\u1ec5 m\u1eafc l\u1ed7i, nh\u01b0ng vi\u1ec7c ch\u00e8n ng\u1eef c\u1ea3nh th\u1ee7 c\u00f4ng n\u00e0y gi\u00fap AI \u0111\u1ed3ng b\u1ed9 h\u00f3a \u0111\u1ea7u ra m\u1edbi v\u1edbi c\u00e1c c\u1ea5u<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"H\u01b0\u1edbng d\u1eabn T\u00ednh nh\u1ea5t qu\u00e1n UML AI: S\u1eeda ch\u1eefa c\u00e1c m\u00f4 h\u00ecnh b\u1ecb ph\u00e2n m\u1ea3nh trong c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn","_yoast_wpseo_metadesc":"T\u00ecm hi\u1ec3u l\u00fd do t\u1ea1i sao c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn t\u1ed5ng qu\u00e1t t\u1ea1o ra c\u00e1c s\u01a1 \u0111\u1ed3 UML kh\u00f4ng nh\u1ea5t qu\u00e1n v\u00e0 kh\u00e1m ph\u00e1 5 chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 \u0111\u1ed3ng nh\u1ea5t v\u1ec1 ng\u1eef ngh\u0129a gi\u1eefa c\u00e1c m\u00f4 h\u00ecnh L\u1edbp v\u00e0 Chu\u1ed7i.","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[63],"tags":[],"class_list":["post-3297","post","type-post","status-publish","format-standard","hentry","category-ai-powered-modeling"],"yoast_head":"\n
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