{"id":2961,"date":"2026-06-12T10:50:23","date_gmt":"2026-06-12T07:50:23","guid":{"rendered":"https:\/\/shareai.now\/?p=2961"},"modified":"2026-06-12T10:50:27","modified_gmt":"2026-06-12T07:50:27","slug":"rao-chan-cong-ai","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/rao-chan-cong-ai\/","title":{"rendered":"R\u00e0o ch\u1eafn C\u1ed5ng AI: X\u00e1c th\u1ef1c L\u1eddi nh\u1eafc v\u00e0 K\u1ebft qu\u1ea3 tr\u01b0\u1edbc khi Ng\u01b0\u1eddi d\u00f9ng nh\u00ecn th\u1ea5y ch\u00fang"},"content":{"rendered":"<p>C\u00e1c \u1ee9ng d\u1ee5ng AI s\u1ea3n xu\u1ea5t c\u1ea7n nhi\u1ec1u h\u01a1n m\u1ed9t l\u1eddi nh\u1eafc t\u1ed1t. Ch\u00fang c\u1ea7n m\u1ed9t l\u1edbp ki\u1ec3m so\u00e1t c\u00f3 th\u1ec3 ki\u1ec3m tra nh\u1eefng g\u00ec \u0111i v\u00e0o m\u00f4 h\u00ecnh, ki\u1ec3m tra nh\u1eefng g\u00ec quay l\u1ea1i, v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh r\u00f5 r\u00e0ng tr\u01b0\u1edbc khi ph\u1ea3n h\u1ed3i \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c h\u1ec7 th\u1ed1ng h\u1ea1 ngu\u1ed3n.<\/p>\n\n\n\n<p>\u0110\u00f3 l\u00e0 \u00fd t\u01b0\u1edfng \u0111\u1eb1ng sau c\u00e1c r\u00e0o ch\u1eafn c\u1ed5ng AI.<\/p>\n\n\n\n<p>Ki\u1ebfn tr\u00fac ch\u00ednh x\u00e1c s\u1ebd thay \u0111\u1ed5i t\u00f9y theo s\u1ea3n ph\u1ea9m. M\u1ed9t s\u1ed1 nh\u00f3m \u0111\u1eb7t c\u00e1c ki\u1ec3m tra trong backend \u1ee9ng d\u1ee5ng. M\u1ed9t s\u1ed1 s\u1eed d\u1ee5ng c\u1ed5ng ho\u1eb7c proxy. M\u1ed9t s\u1ed1 k\u1ebft h\u1ee3p c\u00e0i \u0111\u1eb7t an to\u00e0n c\u1ea5p m\u00f4 h\u00ecnh v\u1edbi x\u00e1c th\u1ef1c t\u00f9y ch\u1ec9nh. \u0110i\u1ec3m quan tr\u1ecdng l\u00e0 an to\u00e0n kh\u00f4ng n\u00ean ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c m\u1ed7i nh\u00f3m t\u00ednh n\u0103ng nh\u1edb k\u1ebft n\u1ed1i c\u00f9ng logic v\u00e0o m\u1ed7i \u0111i\u1ec3m cu\u1ed1i.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng, c\u00e1c r\u00e0o ch\u1eafn l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a tr\u00e1ch nhi\u1ec7m s\u1ea3n ph\u1ea9m. ShareAI c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n \u0111\u1ecbnh tuy\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh v\u00e0 ki\u1ebfm ti\u1ec1n t\u1eeb l\u01b0u l\u01b0\u1ee3ng AI, nh\u01b0ng \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n v\u1eabn s\u1edf h\u1eefu ch\u00ednh s\u00e1ch, quy\u1ec1n, ghi nh\u1eadt k\u00fd, tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, v\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1i sao c\u00e1c r\u00e0o ch\u1eafn c\u1ea5p c\u1ed5ng l\u1ea1i quan tr\u1ecdng<\/h2>\n\n\n\n<p>M\u1ed9t \u1ee9ng d\u1ee5ng AI th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u \u0111\u01a1n gi\u1ea3n. M\u1ed9t \u0111i\u1ec3m cu\u1ed1i g\u1ecdi m\u1ed9t m\u00f4 h\u00ecnh. Sau \u0111\u00f3 vi\u1ec7c s\u1eed d\u1ee5ng m\u1edf r\u1ed9ng: nhi\u1ec1u t\u00ednh n\u0103ng h\u01a1n, nhi\u1ec1u kh\u00e1ch h\u00e0ng h\u01a1n, nhi\u1ec1u nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh h\u01a1n, nhi\u1ec1u c\u00f4ng c\u1ee5 n\u1ed9i b\u1ed9 h\u01a1n, nhi\u1ec1u \u0111\u1ea7u v\u00e0o do ng\u01b0\u1eddi d\u00f9ng t\u1ea1o h\u01a1n, v\u00e0 nhi\u1ec1u n\u01a1i m\u00e0 c\u00e2u tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c t\u1ea1o ra c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t h\u00e0nh \u0111\u1ed9ng.<\/p>\n\n\n\n<p>T\u1ea1i th\u1eddi \u0111i\u1ec3m \u0111\u00f3, logic an to\u00e0n theo t\u00ednh n\u0103ng tr\u1edf n\u00ean kh\u00f3 tin c\u1eady. M\u1ed9t phi\u00ean b\u1ea3n \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 ch\u1eb7n ti\u00eam l\u1eddi nh\u1eafc. M\u1ed9t phi\u00ean b\u1ea3n kh\u00e1c ch\u1ec9 ki\u1ec3m tra \u0111\u1ed9c h\u1ea1i. Phi\u00ean b\u1ea3n th\u1ee9 ba c\u00f3 th\u1ec3 b\u1ecf qua x\u00e1c th\u1ef1c \u0111\u1ea7u ra v\u00ec nh\u00f3m \u0111ang ch\u1ea1y \u0111ua \u0111\u1ec3 ra m\u1eaft.<\/p>\n\n\n\n<p>C\u00e1c r\u00e0o ch\u1eafn c\u1ea5p c\u1ed5ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 nh\u1ea5t qu\u00e1n b\u1eb1ng c\u00e1ch \u0111\u1eb7t x\u00e1c th\u1ef1c g\u1ea7n l\u01b0u l\u01b0\u1ee3ng m\u00f4 h\u00ecnh. \u1ee8ng d\u1ee5ng c\u00f3 th\u1ec3 g\u1eedi y\u00eau c\u1ea7u qua m\u1ed9t l\u1edbp chia s\u1ebb \u0111\u00e1nh gi\u00e1 l\u1eddi nh\u1eafc, ph\u1ea3n h\u1ed3i m\u00f4 h\u00ecnh, ho\u1eb7c c\u1ea3 hai. L\u1edbp n\u00e0y tr\u1ea3 v\u1ec1 m\u1ed9t ph\u00e1n quy\u1ebft nh\u01b0 cho ph\u00e9p, ch\u1eb7n, ch\u1ec9nh s\u1eeda, xem x\u00e9t, ho\u1eb7c th\u1eed l\u1ea1i.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y kh\u00f4ng lo\u1ea1i b\u1ecf nhu c\u1ea7u ph\u00e1n \u0111o\u00e1n s\u1ea3n ph\u1ea9m. N\u00f3 t\u1ea1o ra m\u1ed9t n\u01a1i \u0111\u1ec3 th\u1ef1c thi \u0111i\u1ec1u \u0111\u00f3.<\/p>\n\n\n\n<p>C\u00e1c r\u00e0o ch\u1eafn t\u1ed1t n\u00ean tr\u1ea3 l\u1eddi b\u1ed1n c\u00e2u h\u1ecfi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>L\u1eddi nh\u1eafc n\u00e0y c\u00f3 an to\u00e0n \u0111\u1ec3 g\u1eedi \u0111\u1ebfn m\u1ed9t m\u00f4 h\u00ecnh kh\u00f4ng?<\/li>\n\n\n\n<li>\u0110\u1ea7u ra c\u1ee7a m\u00f4 h\u00ecnh n\u00e0y c\u00f3 an to\u00e0n \u0111\u1ec3 hi\u1ec3n th\u1ecb cho ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng?<\/li>\n\n\n\n<li>M\u00f4 h\u00ecnh c\u00f3 gi\u1eef v\u1eefng c\u0103n c\u1ee9 trong b\u1eb1ng ch\u1ee9ng m\u00e0 \u1ee9ng d\u1ee5ng cung c\u1ea5p kh\u00f4ng?<\/li>\n\n\n\n<li>\u0110i\u1ec1u g\u00ec \u0111\u00e3 x\u1ea3y ra, v\u00e0 nh\u00f3m c\u00f3 th\u1ec3 ki\u1ec3m tra quy\u1ebft \u0111\u1ecbnh sau n\u00e0y kh\u00f4ng?<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng g\u00ec c\u1ea7n x\u00e1c th\u1ef1c tr\u01b0\u1edbc khi g\u1ecdi m\u00f4 h\u00ecnh<\/h2>\n\n\n\n<p>X\u00e1c th\u1ef1c \u0111\u1ea7u v\u00e0o b\u1eaft c\u00e1c r\u1ee7i ro tr\u01b0\u1edbc khi ch\u00fang \u0111\u1ebfn m\u00f4 h\u00ecnh.<\/p>\n\n\n\n<p>Danh m\u1ee5c \u0111\u1ea7u ti\u00ean l\u00e0 ti\u00eam l\u1ec7nh nh\u1eafc. M\u1ed9t ng\u01b0\u1eddi d\u00f9ng, t\u00e0i li\u1ec7u, trang web, ho\u1eb7c k\u1ebft qu\u1ea3 c\u00f4ng c\u1ee5 c\u00f3 th\u1ec3 ch\u1ee9a c\u00e1c h\u01b0\u1edbng d\u1eabn \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ghi \u0111\u00e8 l\u1ec7nh nh\u1eafc h\u1ec7 th\u1ed1ng, r\u00f2 r\u1ec9 ng\u1eef c\u1ea3nh \u1ea9n, ho\u1eb7c bu\u1ed9c m\u00f4 h\u00ecnh g\u1ecdi m\u1ed9t c\u00f4ng c\u1ee5 m\u00e0 n\u00f3 kh\u00f4ng n\u00ean s\u1eed d\u1ee5ng. <a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">OWASP Top 10 cho \u1ee8ng d\u1ee5ng LLM<\/a> coi ti\u00eam l\u1ec7nh nh\u1eafc v\u00e0 quy\u1ec1n h\u1ea1n qu\u00e1 m\u1ee9c l\u00e0 c\u00e1c r\u1ee7i ro c\u1ed1t l\u00f5i c\u1ee7a \u1ee9ng d\u1ee5ng LLM v\u00ec m\u1ed9t l\u00fd do: m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 \u0111ang tu\u00e2n theo h\u01b0\u1edbng d\u1eabn, nh\u01b0ng s\u1ea3n ph\u1ea9m v\u1eabn ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<p>Danh m\u1ee5c th\u1ee9 hai l\u00e0 ph\u00f9 h\u1ee3p ch\u00ednh s\u00e1ch. N\u1ebfu \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n kh\u00f4ng h\u1ed7 tr\u1ee3 n\u1ed9i dung li\u00ean quan \u0111\u1ebfn y t\u1ebf, ph\u00e1p l\u00fd, t\u00e0i ch\u00ednh, ng\u01b0\u1eddi l\u1edbn, l\u1ea1m d\u1ee5ng, ho\u1eb7c t\u1ef1 g\u00e2y h\u1ea1i, h\u00e3y x\u00e1c th\u1ef1c \u0111i\u1ec1u \u0111\u00f3 tr\u01b0\u1edbc khi ti\u00eau t\u1ed1n token m\u00f4 h\u00ecnh ho\u1eb7c t\u1ea1o c\u00e2u tr\u1ea3 l\u1eddi h\u01b0\u1edbng \u0111\u1ebfn kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n<p>Danh m\u1ee5c th\u1ee9 ba l\u00e0 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m. M\u1ed9t s\u1ed1 l\u1ec7nh nh\u1eafc c\u00f3 th\u1ec3 ch\u1ee9a b\u00ed m\u1eadt, th\u00f4ng tin \u0111\u0103ng nh\u1eadp, d\u1eef li\u1ec7u c\u00e1 nh\u00e2n, ho\u1eb7c n\u1ed9i dung \u0111\u1ed9c quy\u1ec1n c\u1ea7n \u0111\u01b0\u1ee3c ch\u1eb7n, che gi\u1ea5u, ho\u1eb7c x\u1eed l\u00fd qua quy tr\u00ecnh nghi\u00eam ng\u1eb7t h\u01a1n.<\/p>\n\n\n\n<p>Danh m\u1ee5c th\u1ee9 t\u01b0 l\u00e0 quy\u1ec1n c\u00f4ng c\u1ee5. N\u1ebfu \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n k\u1ebft n\u1ed1i m\u00f4 h\u00ecnh v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 th\u00f4ng qua c\u00e1c m\u1eabu nh\u01b0 <a href=\"https:\/\/modelcontextprotocol.io\/docs\/getting-started\/intro?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">Giao th\u1ee9c ng\u1eef c\u1ea3nh m\u00f4 h\u00ecnh<\/a>, x\u00e1c th\u1ef1c n\u00ean xem x\u00e9t nh\u1eefng g\u00ec m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ph\u00e9p truy c\u1eadp. \u0110\u1ecdc m\u1ed9t t\u1ec7p, truy v\u1ea5n c\u01a1 s\u1edf d\u1eef li\u1ec7u, g\u1eedi email, v\u00e0 x\u00f3a m\u1ed9t b\u1ea3n ghi kh\u00f4ng n\u00ean chia s\u1ebb c\u00f9ng m\u1ee9c \u0111\u1ed9 tin c\u1eady.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng g\u00ec c\u1ea7n x\u00e1c th\u1ef1c tr\u01b0\u1edbc khi ng\u01b0\u1eddi d\u00f9ng th\u1ea5y \u0111\u1ea7u ra<\/h2>\n\n\n\n<p>X\u00e1c th\u1ef1c \u0111\u1ea7u ra b\u1eaft c\u00e1c v\u1ea5n \u0111\u1ec1 sau khi t\u1ea1o nh\u01b0ng tr\u01b0\u1edbc khi hi\u1ec3n th\u1ecb.<\/p>\n\n\n\n<p>B\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c ki\u1ec3m tra an to\u00e0n tr\u1ef1c ti\u1ebfp: \u0111\u1ed9c h\u1ea1i, qu\u1ea5y r\u1ed1i, h\u01b0\u1edbng d\u1eabn kh\u00f4ng an to\u00e0n, th\u00f4ng tin nh\u1ea1y c\u1ea3m, v\u00e0 vi ph\u1ea1m ch\u00ednh s\u00e1ch. M\u00f4 h\u00ecnh c\u00f3 th\u1ec3 t\u1ea1o ra th\u1ee9 g\u00ec \u0111\u00f3 m\u00e0 s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n kh\u00f4ng n\u00ean hi\u1ec3n th\u1ecb ngay c\u1ea3 khi l\u1ec7nh nh\u1eafc ban \u0111\u1ea7u tr\u00f4ng v\u00f4 h\u1ea1i.<\/p>\n\n\n\n<p>Ti\u1ebfp theo, x\u00e1c th\u1ef1c c\u01a1 s\u1edf. N\u1ebfu \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n cung c\u1ea5p t\u00e0i li\u1ec7u tham kh\u1ea3o, \u0111o\u1ea1n tr\u00edch truy xu\u1ea5t, h\u00e0ng c\u01a1 s\u1edf d\u1eef li\u1ec7u, ho\u1eb7c h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng, c\u00e2u tr\u1ea3 l\u1eddi n\u00ean \u0111\u01b0\u1ee3c ki\u1ec3m tra d\u1ef1a tr\u00ean ng\u1eef c\u1ea3nh \u0111\u00f3. M\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi l\u01b0u lo\u00e1t nh\u01b0ng kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 c\u00f3 th\u1ec3 g\u00e2y h\u1ea1i h\u01a1n m\u1ed9t th\u1ea5t b\u1ea1i r\u00f5 r\u00e0ng v\u00ec ng\u01b0\u1eddi d\u00f9ng c\u00f3 kh\u1ea3 n\u0103ng tin t\u01b0\u1edfng n\u00f3 h\u01a1n.<\/p>\n\n\n\n<p>Sau \u0111\u00f3, x\u00e1c th\u1ef1c c\u1ea5u tr\u00fac. N\u1ebfu \u0111\u1ea7u ra \u0111\u01b0\u1ee3c cho l\u00e0 JSON, macro h\u1ed7 tr\u1ee3, \u0111i\u1ec1u kho\u1ea3n h\u1ee3p \u0111\u1ed3ng, c\u1eadp nh\u1eadt c\u01a1 s\u1edf d\u1eef li\u1ec7u, ho\u1eb7c l\u1ec7nh c\u00f4ng c\u1ee5, h\u00e3y ki\u1ec3m tra schema v\u00e0 c\u00e1c tr\u01b0\u1eddng \u0111\u01b0\u1ee3c ph\u00e9p. \u0110\u1eebng \u0111\u1ec3 m\u00f4 h\u00ecnh vi\u1ebft v\u0103n b\u1ea3n t\u00f9y \u00fd v\u00e0o n\u01a1i y\u00eau c\u1ea7u d\u1eef li\u1ec7u b\u1ecb gi\u1edbi h\u1ea1n.<\/p>\n\n\n\n<p>Cu\u1ed1i c\u00f9ng, x\u00e1c th\u1ef1c s\u1ef1 s\u1eb5n s\u00e0ng h\u00e0nh \u0111\u1ed9ng. M\u1ed9t email nh\u00e1p c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb cho ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 xem x\u00e9t. M\u1ed9t ph\u00ea duy\u1ec7t ho\u00e0n ti\u1ec1n, thay \u0111\u1ed5i t\u00e0i kho\u1ea3n, h\u1ee3p nh\u1ea5t m\u00e3, ho\u1eb7c th\u00f4ng b\u00e1o kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 c\u1ea7n m\u1ed9t c\u1ed5ng ki\u1ec3m tra c\u1ee7a con ng\u01b0\u1eddi r\u00f5 r\u00e0ng.<\/p>\n\n\n\n<p>M\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i l\u00e0 l\u00e0m cho m\u1ecdi c\u00e2u tr\u1ea3 l\u1eddi ho\u00e0n h\u1ea3o. \u0110\u00f3 l\u00e0 ng\u0103n ch\u1eb7n c\u00e1c th\u1ea5t b\u1ea1i c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c \u0111\u1ebfn nh\u1eefng n\u01a1i m\u00e0 ch\u00fang g\u00e2y t\u1ed1n k\u00e9m.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ch\u1ecdn ch\u1eb7n, cho ph\u00e9p ho\u1eb7c xem x\u00e9t h\u00e0nh vi m\u1ed9t c\u00e1ch c\u00f3 ch\u1ee7 \u00fd<\/h2>\n\n\n\n<p>M\u1ed9t r\u00e0o ch\u1eafn ch\u1ec9 h\u1eefu \u00edch n\u1ebfu s\u1ea3n ph\u1ea9m bi\u1ebft c\u00e1ch x\u1eed l\u00fd k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c v\u1ea5n \u0111\u1ec1 r\u1ee7i ro th\u1ea5p, \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng s\u1eeda \u0111\u1ed5i l\u1eddi nh\u1eafc. \u0110\u1ed1i v\u1edbi c\u00e1c \u0111\u1ea7u ra kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi b\u1eb1ng m\u1ed9t ph\u01b0\u01a1ng \u00e1n an to\u00e0n v\u00e0 gi\u1ea3i th\u00edch r\u1eb1ng kh\u00f4ng th\u1ec3 x\u00e1c minh k\u1ebft qu\u1ea3. \u0110\u1ed1i v\u1edbi c\u00e1c h\u00e0nh \u0111\u1ed9ng r\u1ee7i ro cao, \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 g\u1eedi y\u00eau c\u1ea7u \u0111\u1ebfn ng\u01b0\u1eddi ki\u1ec3m duy\u1ec7t.<\/p>\n\n\n\n<p>Quy\u1ebft \u0111\u1ecbnh kh\u00f3 kh\u0103n nh\u1ea5t l\u00e0 c\u00e1ch x\u1eed l\u00fd c\u00e1c l\u1ed7i c\u1ee7a h\u1ec7 th\u1ed1ng r\u00e0o ch\u1eafn. N\u1ebfu kh\u00f4ng c\u00f3 x\u00e1c minh, \u1ee9ng d\u1ee5ng n\u00ean ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng hay d\u1eebng l\u1ea1i v\u00e0 ch\u1eb7n y\u00eau c\u1ea7u?<\/p>\n\n\n\n<p>Kh\u00f4ng c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi chung.<\/p>\n\n\n\n<p>Ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng c\u00f3 th\u1ec3 h\u1ee3p l\u00fd \u0111\u1ed1i v\u1edbi c\u00e1c t\u00ednh n\u0103ng so\u1ea1n th\u1ea3o r\u1ee7i ro th\u1ea5p, n\u01a1i t\u00ednh kh\u1ea3 d\u1ee5ng quan tr\u1ecdng v\u00e0 \u0111\u1ea7u ra v\u1eabn c\u1ea7n ng\u01b0\u1eddi d\u00f9ng xem x\u00e9t. D\u1eebng l\u1ea1i s\u1ebd an to\u00e0n h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1c quy tr\u00ecnh li\u00ean quan \u0111\u1ebfn l\u1eddi khuy\u00ean \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh, h\u00e0nh \u0111\u1ed9ng t\u00e0i ch\u00ednh, thay \u0111\u1ed5i t\u00e0i kho\u1ea3n, d\u1eef li\u1ec7u ri\u00eang t\u01b0 ho\u1eb7c th\u1ef1c thi c\u00f4ng c\u1ee5 b\u00ean ngo\u00e0i.<\/p>\n\n\n\n<p>\u0110\u01b0a ra quy\u1ebft \u0111\u1ecbnh n\u00e0y theo t\u1eebng quy tr\u00ecnh, kh\u00f4ng \u00e1p d\u1ee5ng to\u00e0n c\u1ea7u. M\u1ed9t s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 d\u1ec5 d\u00e3i \u0111\u1ed1i v\u1edbi vi\u1ec7c \u0111\u1ed9ng n\u00e3o v\u00e0 nghi\u00eam ng\u1eb7t \u0111\u1ed1i v\u1edbi c\u00e1c h\u00e0nh \u0111\u1ed9ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn kh\u00e1ch h\u00e0ng, ti\u1ec1n b\u1ea1c, d\u1eef li\u1ec7u ho\u1eb7c b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Gi\u1eef vai tr\u00f2 c\u1ee7a ShareAI r\u00f5 r\u00e0ng<\/h2>\n\n\n\n<p>ShareAI gi\u00fap c\u00e1c Nh\u00e0 x\u00e2y d\u1ef1ng k\u1ebft n\u1ed1i vi\u1ec7c s\u1eed d\u1ee5ng AI v\u1edbi m\u1ed9t th\u1ecb tr\u01b0\u1eddng v\u00e0 l\u1edbp API. C\u00e1c Nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn suy lu\u1eadn qua ShareAI, ch\u1ecdn m\u00f4 h\u00ecnh t\u1eeb <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a>, v\u00e0 \u0111\u1eb7t m\u1ee9c l\u1ee3i nhu\u1eadn khi \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd t\u1ea1o ra vi\u1ec7c s\u1eed d\u1ee5ng AI.<\/p>\n\n\n\n<p>\u0110i\u1ec1u \u0111\u00f3 kh\u00f4ng l\u00e0m cho ShareAI tr\u1edf th\u00e0nh ch\u1ee7 s\u1edf h\u1eefu m\u00f4 h\u00ecnh an to\u00e0n s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<p>Nh\u00e0 x\u00e2y d\u1ef1ng v\u1eabn s\u1edf h\u1eefu:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>X\u00e1c th\u1ef1c v\u00e0 c\u1ea5p quy\u1ec1n ng\u01b0\u1eddi d\u00f9ng.<\/li>\n\n\n\n<li>Ch\u00ednh s\u00e1ch n\u1ed9i dung c\u1ee5 th\u1ec3 c\u1ee7a \u1ee9ng d\u1ee5ng.<\/li>\n\n\n\n<li>X\u00e1c minh l\u1eddi nh\u1eafc v\u00e0 \u0111\u1ea7u ra.<\/li>\n\n\n\n<li>Quy\u1ec1n c\u00f4ng c\u1ee5 v\u00e0 lu\u1ed3ng ph\u00ea duy\u1ec7t.<\/li>\n\n\n\n<li>X\u1eed l\u00fd l\u1ed7i h\u01b0\u1edbng t\u1edbi kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li>Ghi nh\u1eadt k\u00fd, gi\u00e1m s\u00e1t v\u00e0 xem x\u00e9t h\u1ed7 tr\u1ee3.<\/li>\n\n\n\n<li>Quy\u1ebft \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tu\u00e2n th\u1ee7.<\/li>\n<\/ul>\n\n\n\n<p>S\u1ef1 ph\u00e2n bi\u1ec7t n\u00e0y r\u1ea5t quan tr\u1ecdng. ShareAI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 kinh t\u1ebf cho s\u1ea3n ph\u1ea9m AI c\u1ee7a b\u1ea1n, nh\u01b0ng c\u00e1c r\u00e0o c\u1ea3n l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a h\u1ee3p \u0111\u1ed3ng \u1ee9ng d\u1ee5ng b\u1ea1n th\u1ef1c hi\u1ec7n v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n<p>N\u1ebfu b\u1ea1n \u0111ang tri\u1ec3n khai quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a Builder, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">t\u00e0i li\u1ec7u ShareAI<\/a> v\u00e0 <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">Tham kh\u1ea3o API<\/a>, sau \u0111\u00f3 k\u1ebft h\u1ee3p t\u00edch h\u1ee3p v\u1edbi c\u00e1c ki\u1ec3m tra ch\u00ednh s\u00e1ch v\u00e0 kh\u1ea3 n\u0103ng quan s\u00e1t c\u1ee7a ri\u00eang b\u1ea1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Danh s\u00e1ch ki\u1ec3m tra tri\u1ec3n khai th\u1ef1c t\u1ebf<\/h2>\n\n\n\n<p>S\u1eed d\u1ee5ng danh s\u00e1ch ki\u1ec3m tra n\u00e0y khi th\u00eam c\u00e1c r\u00e0o c\u1ea3n xung quanh c\u00e1c cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Li\u1ec7t k\u00ea m\u1ecdi quy tr\u00ecnh l\u00e0m vi\u1ec7c AI trong s\u1ea3n ph\u1ea9m.<\/li>\n\n\n\n<li>Ph\u00e2n lo\u1ea1i t\u1eebng quy tr\u00ecnh l\u00e0m vi\u1ec7c theo r\u1ee7i ro: so\u1ea1n th\u1ea3o, t\u01b0 v\u1ea5n, h\u00e0nh \u0111\u1ed9ng c\u1ee7a kh\u00e1ch h\u00e0ng, truy c\u1eadp d\u1eef li\u1ec7u, h\u00e0nh \u0111\u1ed9ng c\u00f4ng c\u1ee5 ho\u1eb7c l\u0129nh v\u1ef1c \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh.<\/li>\n\n\n\n<li>X\u00e1c th\u1ef1c c\u00e1c l\u1eddi nh\u1eafc \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c n\u1ed7 l\u1ef1c ti\u00eam m\u00e3, n\u1ed9i dung kh\u00f4ng an to\u00e0n, y\u00eau c\u1ea7u kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 v\u00e0 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m.<\/li>\n\n\n\n<li>X\u00e1c th\u1ef1c \u0111\u1ea7u ra \u0111\u1ec3 ph\u00e1t hi\u1ec7n vi ph\u1ea1m ch\u00ednh s\u00e1ch, tuy\u00ean b\u1ed1 kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, l\u1ed7i c\u1ea5u tr\u00fac v\u00e0 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Quy\u1ebft \u0111\u1ecbnh quy tr\u00ecnh l\u00e0m vi\u1ec7c n\u00e0o c\u00f3 th\u1ec3 th\u1ea5t b\u1ea1i m\u1edf v\u00e0 quy tr\u00ecnh n\u00e0o ph\u1ea3i th\u1ea5t b\u1ea1i \u0111\u00f3ng.<\/li>\n\n\n\n<li>Th\u00eam \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi cho c\u00e1c h\u00e0nh \u0111\u1ed9ng kh\u00f4ng th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c ho\u1eb7c c\u00f3 t\u00e1c \u0111\u1ed9ng cao.<\/li>\n\n\n\n<li>Ghi l\u1ea1i c\u00e1c ph\u00e1n quy\u1ebft, ID m\u00f4 h\u00ecnh, ID quy tr\u00ecnh l\u00e0m vi\u1ec7c, ID ng\u01b0\u1eddi d\u00f9ng v\u00e0 m\u00e3 l\u00fd do.<\/li>\n\n\n\n<li>Theo d\u00f5i \u0111\u1ed9 tr\u1ec5 x\u00e1c th\u1ef1c v\u00e0 t\u1ef7 l\u1ec7 th\u1ea5t b\u1ea1i.<\/li>\n\n\n\n<li>Ki\u1ec3m tra v\u1edbi c\u00e1c l\u1eddi nh\u1eafc \u0111\u1ed1i kh\u00e1ng, t\u00e0i li\u1ec7u l\u1ed9n x\u1ed9n v\u00e0 ti\u00eam k\u1ebft qu\u1ea3 c\u00f4ng c\u1ee5.<\/li>\n\n\n\n<li>Xem l\u1ea1i c\u00e1c ch\u00ednh s\u00e1ch khi vi\u1ec7c s\u1eed d\u1ee5ng m\u1edf r\u1ed9ng.<\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi kh\u1ea3 n\u0103ng quan s\u00e1t, <a href=\"https:\/\/opentelemetry.io\/docs\/concepts\/observability-primer\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails\">H\u01b0\u1edbng d\u1eabn c\u01a1 b\u1ea3n v\u1ec1 kh\u1ea3 n\u0103ng quan s\u00e1t OpenTelemetry<\/a> l\u00e0 m\u1ed9t \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u h\u1eefu \u00edch. C\u00e1c r\u00e0o c\u1ea3n AI n\u00ean t\u1ea1o ra c\u00e1c d\u1ea5u v\u1ebft v\u00e0 nh\u1eadt k\u00fd gi\u1ea3i th\u00edch kh\u00f4ng ch\u1ec9 r\u1eb1ng m\u1ed9t y\u00eau c\u1ea7u \u0111\u00e3 b\u1ecb ch\u1eb7n, m\u00e0 c\u00f2n t\u1ea1i sao n\u00f3 b\u1ecb ch\u1eb7n v\u00e0 \u1ee9ng d\u1ee5ng \u0111\u00e3 l\u00e0m g\u00ec ti\u1ebfp theo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">R\u00e0o c\u1ea3n c\u1ed5ng AI l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>R\u00e0o c\u1ea3n c\u1ed5ng AI l\u00e0 c\u00e1c ki\u1ec3m tra x\u00e1c th\u1ef1c \u0111\u01b0\u1ee3c \u0111\u1eb7t g\u1ea7n l\u01b0u l\u01b0\u1ee3ng m\u00f4 h\u00ecnh. Ch\u00fang ki\u1ec3m tra c\u00e1c l\u1eddi nh\u1eafc, \u0111\u1ea7u ra ho\u1eb7c c\u00e1c cu\u1ed9c g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh nh\u01b0 cho ph\u00e9p, ch\u1eb7n, xem x\u00e9t ho\u1eb7c th\u1eed l\u1ea1i tr\u01b0\u1edbc khi ph\u1ea3n h\u1ed3i AI \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI c\u00f3 cung c\u1ea5p m\u1ed9t c\u00f4ng c\u1ee5 r\u00e0o c\u1ea3n AI kh\u00f4ng?<\/h3>\n\n\n\n<p>B\u00e0i vi\u1ebft n\u00e0y kh\u00f4ng \u0111\u1ecbnh v\u1ecb ShareAI nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 r\u00e0o c\u1ea3n. ShareAI gi\u00fap c\u00e1c Nh\u00e0 x\u00e2y d\u1ef1ng truy c\u1eadp m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng AI v\u00e0 ki\u1ebfm ti\u1ec1n t\u1eeb l\u01b0u l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng. C\u00e1c Nh\u00e0 x\u00e2y d\u1ef1ng n\u00ean tri\u1ec3n khai c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n, ch\u00ednh s\u00e1ch, ghi nh\u1eadt k\u00fd v\u00e0 ki\u1ec3m tra c\u1ee5 th\u1ec3 s\u1ea3n ph\u1ea9m trong ng\u0103n x\u1ebfp \u1ee9ng d\u1ee5ng c\u1ee7a ri\u00eang h\u1ecd.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ea1i sao c\u1ea7n x\u00e1c th\u1ef1c c\u1ea3 l\u1eddi nh\u1eafc v\u00e0 \u0111\u1ea7u ra?<\/h3>\n\n\n\n<p>X\u00e1c th\u1ef1c l\u1eddi nh\u1eafc b\u1eaft c\u00e1c \u0111\u1ea7u v\u00e0o kh\u00f4ng an to\u00e0n ho\u1eb7c mang t\u00ednh thao t\u00fang tr\u01b0\u1edbc khi ch\u00fang \u0111\u1ebfn m\u00f4 h\u00ecnh. X\u00e1c th\u1ef1c \u0111\u1ea7u ra b\u1eaft c\u00e1c ph\u1ea3n h\u1ed3i kh\u00f4ng an to\u00e0n, kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, b\u1ecb l\u1ed7i \u0111\u1ecbnh d\u1ea1ng ho\u1eb7c vi ph\u1ea1m ch\u00ednh s\u00e1ch tr\u01b0\u1edbc khi ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c h\u1ec7 th\u1ed1ng h\u1ea1 ngu\u1ed3n nh\u00ecn th\u1ea5y ch\u00fang.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ti\u00eam l\u1eddi nh\u1eafc l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>Ti\u00eam l\u1eddi nh\u1eafc l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c \u0111\u1ec3 thao t\u00fang m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1c h\u01b0\u1edbng d\u1eabn m\u00e2u thu\u1eabn v\u1edbi h\u00e0nh vi d\u1ef1 \u0111\u1ecbnh c\u1ee7a \u1ee9ng d\u1ee5ng. N\u00f3 c\u00f3 th\u1ec3 \u0111\u1ebfn t\u1eeb \u0111\u1ea7u v\u00e0o c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c truy xu\u1ea5t, trang web ho\u1eb7c k\u1ebft qu\u1ea3 c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ki\u1ec3m tra \u0111\u1ea7u ra n\u00ean ki\u1ec3m tra nh\u1eefng g\u00ec?<\/h3>\n\n\n\n<p>Ki\u1ec3m tra \u0111\u1ea7u ra n\u00ean ki\u1ec3m tra n\u1ed9i dung kh\u00f4ng an to\u00e0n, c\u00e1c tuy\u00ean b\u1ed1 kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, l\u1ed7i c\u1ea5u tr\u00fac, \u1ea3o gi\u00e1c so v\u1edbi ng\u1eef c\u1ea3nh \u0111\u01b0\u1ee3c cung c\u1ea5p v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng cho b\u1ea5t k\u1ef3 h\u00e0nh \u0111\u1ed9ng ti\u1ebfp theo n\u00e0o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">M\u1ecdi y\u00eau c\u1ea7u b\u1ecb ch\u1eb7n c\u00f3 n\u00ean th\u1ea5t b\u1ea1i theo c\u00f9ng m\u1ed9t c\u00e1ch kh\u00f4ng?<\/h3>\n\n\n\n<p>Kh\u00f4ng. M\u1ed9t t\u00ednh n\u0103ng \u0111\u1ed9ng n\u00e3o c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i kh\u00e1c v\u1edbi m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u00e0i ch\u00ednh ho\u1eb7c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd t\u00e0i kho\u1ea3n. H\u00e3y \u0111i\u1ec1u ch\u1ec9nh ph\u1ea3n h\u1ed3i theo r\u1ee7i ro: y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng ch\u1ec9nh s\u1eeda, hi\u1ec3n th\u1ecb m\u1ed9t ph\u01b0\u01a1ng \u00e1n an to\u00e0n, g\u1eedi \u0111\u1ec3 xem x\u00e9t ho\u1eb7c ch\u1eb7n ho\u00e0n to\u00e0n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Th\u1ea5t b\u1ea1i m\u1edf so v\u1edbi th\u1ea5t b\u1ea1i \u0111\u00f3ng l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>Th\u1ea5t b\u1ea1i m\u1edf c\u00f3 ngh\u0129a l\u00e0 \u1ee9ng d\u1ee5ng ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng khi h\u1ec7 th\u1ed1ng b\u1ea3o v\u1ec7 kh\u00f4ng kh\u1ea3 d\u1ee5ng. Th\u1ea5t b\u1ea1i \u0111\u00f3ng c\u00f3 ngh\u0129a l\u00e0 \u1ee9ng d\u1ee5ng ch\u1eb7n y\u00eau c\u1ea7u cho \u0111\u1ebfn khi ki\u1ec3m tra kh\u1ea3 d\u1ee5ng. C\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00f3 r\u1ee7i ro cao th\u01b0\u1eddng x\u1ee9ng \u0111\u00e1ng c\u00f3 h\u00e0nh vi nghi\u00eam ng\u1eb7t h\u01a1n so v\u1edbi c\u00e1c t\u00ednh n\u0103ng so\u1ea1n th\u1ea3o c\u00f3 r\u1ee7i ro th\u1ea5p.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn vi\u1ec7c ki\u1ebfm ti\u1ec1n c\u1ee7a Builder?<\/h3>\n\n\n\n<p>C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 c\u00f3 th\u1ec3 gi\u1ea3m c\u00e1c cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh l\u00e3ng ph\u00ed, ng\u0103n ch\u1eb7n c\u00e1c th\u1ea5t b\u1ea1i t\u1ed1n k\u00e9m v\u00e0 l\u00e0m cho c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c AI cao c\u1ea5p d\u1ec5 d\u00e0ng \u0111\u01b0\u1ee3c tin t\u01b0\u1edfng h\u01a1n. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u1eabn c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn s\u1eed d\u1ee5ng qua ShareAI v\u00e0 \u0111\u1eb7t m\u1ee9c l\u1ee3i nhu\u1eadn, nh\u01b0ng s\u1ea3n ph\u1ea9m n\u00ean ki\u1ec3m so\u00e1t khi n\u00e0o m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c ph\u00e9p ti\u00eau t\u1ed1n th\u00eam token ho\u1eb7c ti\u1ebfp t\u1ee5c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 c\u00f3 thay th\u1ebf vi\u1ec7c xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi kh\u00f4ng?<\/h3>\n\n\n\n<p>Kh\u00f4ng. C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 gi\u1ea3m r\u1ee7i ro c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n, nh\u01b0ng vi\u1ec7c xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi v\u1eabn quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c h\u00e0nh \u0111\u1ed9ng kh\u00f4ng th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c, quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh, k\u1ebft qu\u1ea3 kh\u00e1ch h\u00e0ng nh\u1ea1y c\u1ea3m v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p m\u00e0 m\u00f4 h\u00ecnh kh\u00f4ng ch\u1eafc ch\u1eafn.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c c\u01a1 quan n\u00ean ngh\u0129 v\u1ec1 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n\n<p>C\u00e1c c\u01a1 quan n\u00ean coi c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a s\u1ea3n ph\u1ea9m giao cho kh\u00e1ch h\u00e0ng. X\u00e1c \u0111\u1ecbnh ch\u00ednh s\u00e1ch, ghi nh\u1eadt k\u00fd, h\u00e0nh vi leo thang v\u00e0 xem x\u00e9t tr\u01b0\u1edbc khi ra m\u1eaft, \u0111\u1eb7c bi\u1ec7t khi t\u00ednh n\u0103ng AI li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng ho\u1eb7c c\u00f4ng c\u1ee5 b\u00ean ngo\u00e0i.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 c\u1ed5ng ch\u1ec9 d\u00e0nh cho c\u00e1c doanh nghi\u1ec7p l\u1edbn?<\/h3>\n\n\n\n<p>Kh\u00f4ng. C\u00e1c nh\u00f3m nh\u1ecf h\u01a1n c\u0169ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb vi\u1ec7c ki\u1ec3m tra nh\u1ea5t qu\u00e1n khi h\u1ecd c\u00f3 nhi\u1ec1u h\u01a1n m\u1ed9t t\u00ednh n\u0103ng AI, nhi\u1ec1u h\u01a1n m\u1ed9t m\u00f4 h\u00ecnh ho\u1eb7c b\u1ea5t k\u1ef3 quy tr\u00ecnh l\u00e0m vi\u1ec7c n\u00e0o c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng, d\u1eef li\u1ec7u ho\u1eb7c ti\u1ec1n b\u1ea1c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 \u0111\u1ea7u ti\u00ean c\u1ea7n th\u00eam l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>B\u1eaft \u0111\u1ea7u v\u1edbi ph\u00e1t hi\u1ec7n ti\u00eam l\u1ec7nh, ki\u1ec3m tra ch\u00ednh s\u00e1ch \u0111\u1ea7u ra v\u00e0 x\u00e1c th\u1ef1c c\u1ea5u tr\u00fac cho c\u00e1c \u0111\u1ea7u ra c\u00f3 c\u1ea5u tr\u00fac. Sau \u0111\u00f3 th\u00eam ki\u1ec3m tra c\u0103n c\u1ee9, quy\u1ec1n c\u00f4ng c\u1ee5 v\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi khi r\u1ee7i ro quy tr\u00ecnh l\u00e0m vi\u1ec7c y\u00eau c\u1ea7u.<\/p>","protected":false},"excerpt":{"rendered":"<p>C\u00e1c \u1ee9ng d\u1ee5ng AI s\u1ea3n xu\u1ea5t c\u1ea7n ki\u1ec3m tra tr\u01b0\u1edbc v\u00e0 sau khi g\u1ecdi m\u00f4 h\u00ecnh. T\u00ecm hi\u1ec3u c\u00e1ch c\u00e1c Nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 x\u00e1c th\u1ef1c l\u1eddi nh\u1eafc, \u0111\u1ea7u ra, ch\u00ednh s\u00e1ch v\u00e0 c\u00e1c l\u1ed9 tr\u00ecnh xem x\u00e9t xung quanh vi\u1ec7c s\u1eed d\u1ee5ng AI.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Build With One API","cta-description":"Connect your AI app to ShareAI models while your product keeps its own policy and review controls.","cta-button-text":"Read Docs","cta-button-link":"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-gateway-guardrails","rank_math_title":"AI Gateway Guardrails for Production LLM Apps","rank_math_description":"Learn how production AI apps can validate prompts and outputs at the gateway while keeping product policy, logging, and review controls in the application.","rank_math_focus_keyword":"AI gateway guardrails, AI guardrails at the gateway, prompt validation, LLM output validation, prompt injection guardrails, AI app safety","footnotes":""},"categories":[4,6],"tags":[132,46,129,131,130],"class_list":["post-2961","post","type-post","status-publish","format-standard","hentry","category-developers","category-insights","tag-ai-app-safety","tag-ai-gateway","tag-ai-guardrails","tag-llm-output-validation","tag-prompt-injection"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=2961"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2961\/revisions"}],"predecessor-version":[{"id":2964,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2961\/revisions\/2964"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=2961"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=2961"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=2961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}