{"id":464818,"date":"2025-06-13T20:58:14","date_gmt":"2025-06-13T13:58:14","guid":{"rendered":"https:\/\/hoanghamobile.com\/tin-tuc\/?p=464818"},"modified":"2025-06-13T20:58:14","modified_gmt":"2025-06-13T13:58:14","slug":"scale-ai","status":"publish","type":"post","link":"https:\/\/hoanghamobile.com\/tin-tuc\/scale-ai\/","title":{"rendered":"Scale AI l\u00e0 g\u00ec? N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u th\u00f4ng minh cho k\u1ef7 nguy\u00ean AI"},"content":{"rendered":"

Trong k\u1ef7 nguy\u00ean ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng nh\u01b0 n\u1ec1n m\u00f3ng \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u00ean c\u00e1c m\u00f4 h\u00ecnh th\u00f4ng minh. Scale AI<\/b><\/strong>\u00a0xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u, gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, ch\u00ednh x\u00e1c v\u00e0 quy m\u00f4 l\u1edbn. V\u1edbi kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI th\u00f4ng qua d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c g\u00e1n nh\u00e3n ch\u1ea5t l\u01b0\u1ee3ng cao, ScaleAI \u0111ang tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c nhi\u1ec1u t\u1ed5 ch\u1ee9c c\u00f4ng ngh\u1ec7 l\u1ef1a ch\u1ecdn.<\/p>\n

Scale AI \u00a0l\u00e0 g\u00ec? Th\u00f4ng tin chung<\/h2>\n

ScaleAI l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 chuy\u00ean cung c\u1ea5p d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao d\u00e0nh cho c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y. \u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u1edbi m\u1ee5c ti\u00eau t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh, Scale AI h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p x\u1eed l\u00fd, g\u00e1n nh\u00e3n v\u00e0 t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng \u0111\u1ec3 c\u00e1c h\u1ec7 th\u1ed1ng AI ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n s\u00e1t th\u1ef1c t\u1ebf.<\/p>\n

\"scale-ai\"<\/picture><\/p>\n

V\u1edbi kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng linh ho\u1ea1t, n\u1ec1n t\u1ea3ng n\u00e0y c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb nh\u1eefng d\u1ef1 \u00e1n nh\u1ecf \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng quy m\u00f4 l\u1edbn. Ngo\u00e0i ra, vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i c\u00f2n gi\u00fap ScaleAI n\u00e2ng cao t\u1ed1c \u0111\u1ed9 l\u00e0m vi\u1ec7c m\u00e0 v\u1eabn \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c cao. C\u00e1c l\u0129nh v\u1ef1c nh\u01b0 xe t\u1ef1 l\u00e1i, t\u00e0i ch\u00ednh, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed hay qu\u1ed1c ph\u00f2ng \u0111\u1ec1u c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng gi\u1ea3i ph\u00e1p c\u1ee7a ScaleAI \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng m\u00f4 h\u00ecnh AI c\u1ee7a m\u00ecnh.<\/p>\n

Th\u00eam v\u00e0o \u0111\u00f3, n\u1ec1n t\u1ea3ng n\u00e0y c\u00f2n cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 t\u00f9y ch\u1ec9nh theo t\u1eebng y\u00eau c\u1ea7u c\u1ee5 th\u1ec3. Nh\u1edd v\u1eady, doanh nghi\u1ec7p d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p c\u00f4ng c\u1ee5 v\u00e0o h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i c\u1ea5u tr\u00fac v\u1eadn h\u00e0nh qu\u00e1 nhi\u1ec1u. S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa d\u1eef li\u1ec7u ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111\u00e3 gi\u00fap Scale AI<\/b><\/strong>\u00a0tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng \u0111\u01a1n v\u1ecb ti\u00ean phong trong vi\u1ec7c h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n

D\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m c\u1ee7a Scale AI<\/h2>\n

D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u1ed5ng h\u1ee3p chi ti\u1ebft v\u1ec1 c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m ch\u00ednh m\u00e0 ScaleAI \u0111ang cung c\u1ea5p:<\/p>\n

D\u1ecbch v\u1ee5 ch\u00ednh<\/h3>\n

Data annotation (G\u00e1n nh\u00e3n d\u1eef li\u1ec7u)<\/b><\/strong>: h\u1ed7 tr\u1ee3 m\u1ecdi \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u \u00a0t\u1eeb \u1ea3nh, video, \u00e2m thanh, v\u0103n b\u1ea3n, b\u1ea3n \u0111\u1ed3 \u0111\u1ebfn d\u1eef li\u1ec7u 3D\/LiDAR. Scale AI<\/b><\/strong>\u00a0k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng v\u00e0 con ng\u01b0\u1eddi (human-in-the-loop) \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c cao<\/p>\n

Data curation (Ch\u1ecdn l\u1ecdc & qu\u1ea3n l\u00fd d\u1eef li\u1ec7u)<\/b><\/strong>: bao g\u1ed3m ph\u00e1t hi\u1ec7n l\u1ed7i, l\u1ef1a ch\u1ecdn d\u1eef li\u1ec7u gi\u00e1 tr\u1ecb v\u00e0 \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng, gi\u00fap t\u1ed1i \u01b0u h\u00f3a t\u00e0i nguy\u00ean truy xu\u1ea5t d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft.<\/p>\n

\"scale-ai-1\"<\/picture><\/p>\n

RLHF (Reinforcement Learning from Human Feedback)<\/b><\/strong>: ng\u01b0\u1eddi chuy\u00ean gia AI \u0111\u00e1nh gi\u00e1 \u0111\u1ea7u ra m\u00f4 h\u00ecnh v\u00e0 cung c\u1ea5p ph\u1ea3n h\u1ed3i, nh\u1eb1m c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cho c\u00e1c m\u00f4 h\u00ecnh LLM .<\/p>\n

Model evaluation & red teaming<\/b><\/strong>: ki\u1ec3m tra m\u00f4 h\u00ecnh t\u00ecm l\u1ed7 h\u1ed5ng v\u00e0 r\u1ee7i ro, \u00e1p d\u1ee5ng k\u1ef9 thu\u1eadt nh\u01b0 \u0111\u00e1nh gi\u00e1 th\u00f4ng qua t\u1ea5n c\u00f4ng ‘prompt injection’, gi\u00fap x\u00e1c th\u1ef1c \u0111\u1ed9 an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n

S\u1ea3n ph\u1ea9m n\u1ed5i b\u1eadt<\/h3>\n

Scale Data Engine<\/b><\/strong>: M\u1ed9t n\u1ec1n t\u1ea3ng to\u00e0n di\u1ec7n t\u1eeb thu th\u1eadp, ch\u1ecdn l\u1ecdc, g\u00e1n nh\u00e3n, RLHF t\u1edbi \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh. D\u1ec5 d\u00e0ng m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0 ki\u1ec3m so\u00e1t chi ph\u00ed nh\u1edd c\u1ea5u tr\u00fac linh ho\u1ea1t v\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean gia Scale AI<\/b><\/strong>.<\/p>\n

Scale Rapid<\/b><\/strong>: D\u1ecbch v\u1ee5 t\u1ef1 ph\u1ee5c v\u1ee5 gi\u00fap nhanh ch\u00f3ng tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n nh\u1ecf ho\u1eb7c th\u1eed nghi\u1ec7m, ch\u1ec9 c\u1ea7n upload d\u1eef li\u1ec7u, \u0111\u1ecbnh h\u01b0\u1edbng g\u00e1n nh\u00e3n v\u00e0 nh\u1eadn k\u1ebft qu\u1ea3 trong v\u00e0i gi\u1edd. Scale cung c\u1ea5p l\u1ef1c l\u01b0\u1ee3ng g\u00e1n nh\u00e3n.<\/p>\n

Scale Studio<\/b><\/strong>: Ph\u00f9 h\u1ee3p doanh nghi\u1ec7p c\u00f3 \u0111\u1ed9i ng\u0169 g\u00e1n nh\u00e3n ri\u00eang. N\u1ec1n t\u1ea3ng n\u00e0y h\u1ed7 tr\u1ee3 theo d\u00f5i ti\u1ebfn \u0111\u1ed9, \u0111\u00e1nh gi\u00e1 n\u0103ng su\u1ea5t v\u00e0 cung c\u1ea5p c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 AI \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9.<\/p>\n

\"scale-ai-2\"<\/picture><\/p>\n

Scale Pro<\/b><\/strong>: G\u00f3i cao c\u1ea5p d\u00e0nh cho c\u00e1c doanh nghi\u1ec7p c\u1ea7n d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p v\u00e0 quy m\u00f4 l\u1edbn. Cung c\u1ea5p SLA, t\u00edch h\u1ee3p API, qu\u1ea3n l\u00fd c\u00e1 nh\u00e2n h\u00f3a v\u00e0 b\u00e1o c\u00e1o ch\u1ea5t l\u01b0\u1ee3ng nghi\u00eam ng\u1eb7t.<\/p>\n

Scale GenAI Platform<\/b><\/strong>:\u00a0<\/b><\/strong>N\u1ec1n t\u1ea3ng x\u00e2y d\u1ef1ng, hu\u1ea5n luy\u1ec7n v\u00e0 tri\u1ec3n khai LLM n\u1ed9i b\u1ed9 (c\u00f3 th\u1ec3 t\u1ef1 host), h\u1ed7 tr\u1ee3 t\u00edch h\u1ee3p s\u00e2u v\u1edbi d\u1eef li\u1ec7u doanh nghi\u1ec7p v\u00e0 m\u00f4 h\u00ecnh open\/closed source.<\/p>\n

Scale Donovan<\/b><\/strong>: \u1ee8ng d\u1ee5ng LLM chuy\u00ean s\u00e2u cho l\u0129nh v\u1ef1c qu\u1ed1c ph\u00f2ng v\u00e0 ch\u00ednh ph\u1ee7, th\u1ef1c hi\u1ec7n truy xu\u1ea5t, x\u1eed l\u00fd v\u00e0 t\u1ea1o b\u00e1o c\u00e1o t\u1eeb d\u1eef li\u1ec7u l\u1edbn theo y\u00eau c\u1ea7u b\u1ea3o m\u1eadt cao.<\/p>\n

Khi n\u00e0o n\u00ean ch\u1ecdn t\u1eebng gi\u1ea3i ph\u00e1p Scale AI<\/h3>\n\n\n\n\n\n\n\n\n
M\u1ee5c ti\u00eau<\/b><\/strong><\/td>\nG\u1ee3i \u00fd s\u1ea3n ph\u1ea9m<\/b><\/strong><\/td>\n<\/tr>\n
Demo ho\u1eb7c d\u1ef1 \u00e1n nh\u1ecf<\/td>\nScale\u202fRapid<\/b><\/strong><\/td>\n<\/tr>\n
D\u1eef li\u1ec7u l\u1edbn n\u1ed9i b\u1ed9<\/td>\nScale\u202fStudio<\/b><\/strong><\/td>\n<\/tr>\n
D\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p theo SLA<\/td>\nScale\u202fPro<\/b><\/strong><\/td>\n<\/tr>\n
LLM t\u00edch h\u1ee3p doanh nghi\u1ec7p<\/td>\nGenAI Platform<\/b><\/strong><\/td>\n<\/tr>\n
\u1ee8ng d\u1ee5ng cho l\u0129nh v\u1ef1c qu\u1ed1c ph\u00f2ng<\/td>\nDonovan<\/b><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

S\u1ef1 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng c\u1ee7a Scale AI<\/h2>\n

S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ScaleAI l\u00e0 minh ch\u1ee9ng r\u00f5 r\u00e0ng cho s\u1ee9c m\u1ea1nh c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c \u0111\u00fang \u0111\u1eafn v\u00e0 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn. D\u00f9 ch\u1ec9 m\u1edbi xu\u1ea5t hi\u1ec7n trong v\u00e0i n\u0103m tr\u1edf l\u1ea1i \u0111\u00e2y, n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u00e3 nhanh ch\u00f3ng t\u1ea1o \u0111\u01b0\u1ee3c v\u1ecb th\u1ebf v\u1eefng ch\u1eafc trong ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Thay v\u00ec ch\u1ea1y theo s\u1ed1 l\u01b0\u1ee3ng, Scale AI ch\u00fa tr\u1ecdng v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c trong t\u1eebng b\u01b0\u1edbc x\u1eed l\u00fd. \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng gi\u00fap c\u00e1c m\u00f4 h\u00ecnh AI ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n trong th\u1ef1c t\u1ebf.<\/p>\n

\"scale-ai-3\"<\/picture><\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng linh ho\u1ea1t gi\u00fap n\u1ec1n t\u1ea3ng d\u1ec5 d\u00e0ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u1ea3 c\u00e1c startup nh\u1ecf l\u1eabn t\u1eadp \u0111o\u00e0n l\u1edbn. Nhi\u1ec1u qu\u1ef9 \u0111\u1ea7u t\u01b0 h\u00e0ng \u0111\u1ea7u \u0111\u00e3 r\u00f3t v\u1ed1n v\u00e0o Scale AI<\/b><\/strong>, m\u1edf ra c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n quy m\u00f4 to\u00e0n c\u1ea7u. Trong qu\u00e1 tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng, c\u00f4ng ty kh\u00f4ng ng\u1eebng t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 m\u1edbi, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 c\u1ea3i thi\u1ec7n quy tr\u00ecnh \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd m\u00e0 v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c \u0111\u1ed9 tin c\u1eady.<\/p>\n

S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng v\u00e0 c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i \u0111\u00e3 \u0111\u01b0a ScaleAI tr\u1edf th\u00e0nh \u0111\u1ed1i th\u1ee7 \u0111\u00e1ng g\u1eddm trong l\u0129nh v\u1ef1c cung c\u1ea5p d\u1eef li\u1ec7u cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n

C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n

D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ScaleAI v\u00e0 c\u00e2u tr\u1ea3 l\u1eddi t\u01b0\u01a1ng \u1ee9ng nh\u1eb1m gi\u00fap b\u1ea1n hi\u1ec7u r\u00f5 h\u01a1n v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y:<\/p>\n

Scale AI c\u00f3 h\u1ed7 tr\u1ee3 ti\u1ebfng Vi\u1ec7t kh\u00f4ng?<\/h3>\n

Hi\u1ec7n t\u1ea1i, ScaleAI ch\u01b0a h\u1ed7 tr\u1ee3 tr\u1ef1c ti\u1ebfp giao di\u1ec7n ti\u1ebfng Vi\u1ec7t ho\u1eb7c cung c\u1ea5p d\u1ecbch v\u1ee5 chuy\u00ean bi\u1ec7t d\u00e0nh cho ng\u00f4n ng\u1eef n\u00e0y. N\u1ec1n t\u1ea3ng ch\u1ee7 y\u1ebfu t\u1ed1i \u01b0u cho c\u00e1c ng\u00f4n ng\u1eef ph\u1ed5 bi\u1ebfn nh\u01b0 ti\u1ebfng Anh \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 trong x\u1eed l\u00fd d\u1eef li\u1ec7u AI.<\/p>\n

\"scale-ai-4\"<\/picture><\/p>\n

Tuy v\u1eady, n\u1ebfu doanh nghi\u1ec7p cung c\u1ea5p d\u1eef li\u1ec7u ti\u1ebfng Vi\u1ec7t \u0111\u00e3 \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a ho\u1eb7c c\u00f3 nhu c\u1ea7u hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh cho ti\u1ebfng Vi\u1ec7t, ScaleAI v\u1eabn c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n t\u00f9y ch\u1ec9nh. \u0110i\u1ec1u n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 c\u1ea5u tr\u00fac c\u1ee7a b\u1ed9 d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u0169ng nh\u01b0 y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 trong qu\u00e1 tr\u00ecnh g\u00e1n nh\u00e3n v\u00e0 hu\u1ea5n luy\u1ec7n. V\u00ec th\u1ebf, tuy kh\u00f4ng h\u1ed7 tr\u1ee3 tr\u1ef1c ti\u1ebfp, nh\u01b0ng ScaleAI v\u1eabn c\u00f3 ti\u1ec1m n\u0103ng x\u1eed l\u00fd ti\u1ebfng Vi\u1ec7t n\u1ebfu \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u00fang c\u00e1ch.<\/p>\n

ScaleAI h\u1ed7 tr\u1ee3 nh\u1eefng lo\u1ea1i d\u1eef li\u1ec7u n\u00e0o?<\/h3>\n

Scale AI<\/b><\/strong>\u00a0h\u1ed7 tr\u1ee3 x\u1eed l\u00fd nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u kh\u00e1c nhau nh\u1eb1m ph\u1ee5c v\u1ee5 cho vi\u1ec7c hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111\u1ea1i. T\u1eeb h\u00ecnh \u1ea3nh, video cho \u0111\u1ebfn v\u0103n b\u1ea3n, \u00e2m thanh v\u00e0 d\u1eef li\u1ec7u 3D nh\u01b0 LiDAR, n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u1ec1u c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn v\u00e0 x\u1eed l\u00fd v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao. M\u1ed7i lo\u1ea1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p g\u00e1n nh\u00e3n ph\u00f9 h\u1ee3p, gi\u00fap m\u00f4 h\u00ecnh AI hi\u1ec3u r\u00f5 n\u1ed9i dung v\u00e0 ng\u1eef c\u1ea3nh.<\/p>\n

\"scale-ai-5\"<\/picture><\/p>\n

V\u00ed d\u1ee5, v\u1edbi h\u00ecnh \u1ea3nh ho\u1eb7c video, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n v\u00e0 theo d\u00f5i \u0111\u1ed1i t\u01b0\u1ee3ng chuy\u1ec3n \u0111\u1ed9ng, c\u00f2n v\u1edbi v\u0103n b\u1ea3n v\u00e0 \u00e2m thanh, Scale AI h\u1ed7 tr\u1ee3 tr\u00edch xu\u1ea5t th\u00f4ng tin, ph\u00e2n lo\u1ea1i n\u1ed9i dung ho\u1eb7c chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n.<\/p>\n

\u0110\u1eb7c bi\u1ec7t, \u0111\u1ed1i v\u1edbi d\u1eef li\u1ec7u t\u1eeb c\u1ea3m bi\u1ebfn 3D, n\u1ec1n t\u1ea3ng c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ed3ng b\u1ed9 v\u00e0 ph\u00e2n t\u00edch th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n c\u00f9ng l\u00fac, gi\u00fap n\u00e2ng cao hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 xe t\u1ef1 l\u00e1i hay robot c\u00f4ng nghi\u1ec7p. Nh\u1edd k\u1ebft h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng v\u00e0 ki\u1ec3m duy\u1ec7t t\u1eeb con ng\u01b0\u1eddi, ScaleAI \u0111\u1ea3m b\u1ea3o \u0111\u1ea7u ra lu\u00f4n \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c cao, ph\u00f9 h\u1ee3p v\u1edbi y\u00eau c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a t\u1eebng l\u0129nh v\u1ef1c.<\/p>\n

Scale AI ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1ed1i t\u01b0\u1ee3ng s\u1eed d\u1ee5ng n\u00e0o?<\/h3>\n

ScaleAI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u1ee5c v\u1ee5 nhi\u1ec1u nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng \u0111ang ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng \u0111\u01a1n v\u1ecb c\u1ea7n x\u1eed l\u00fd d\u1eef li\u1ec7u v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n

\u0110\u1ea7u ti\u00ean, c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn v\u00e0 startup AI l\u00e0 nh\u00f3m s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t, v\u00ec h\u1ecd th\u01b0\u1eddng c\u1ea7n l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh. Nh\u1eefng doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c xe t\u1ef1 l\u00e1i, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, t\u00e0i ch\u00ednh, y t\u1ebf ho\u1eb7c qu\u1ed1c ph\u00f2ng c\u0169ng d\u1ec5 d\u00e0ng t\u1eadn d\u1ee5ng n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng.<\/p>\n

\"scale-ai-6\"<\/picture><\/p>\n

Ngo\u00e0i ra, c\u00e1c nh\u00f3m nghi\u00ean c\u1ee9u, t\u1ed5 ch\u1ee9c h\u1ecdc thu\u1eadt v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u1ed9c l\u1eadp c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Scale AI<\/b><\/strong>\u00a0\u0111\u1ec3 th\u1eed nghi\u1ec7m ho\u1eb7c \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh AI trong m\u00f4i tr\u01b0\u1eddng ki\u1ec3m so\u00e1t. Nh\u1edd c\u00f3 c\u00e1c g\u00f3i d\u1ecbch v\u1ee5 linh ho\u1ea1t, t\u1eeb quy m\u00f4 nh\u1ecf \u0111\u1ebfn c\u00e1c d\u1ef1 \u00e1n l\u1edbn, ScaleAI gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p v\u1edbi ng\u00e2n s\u00e1ch v\u00e0 m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n.<\/p>\n

\u0110i\u1ec1u quan tr\u1ecdng l\u00e0 n\u1ec1n t\u1ea3ng n\u00e0y kh\u00f4ng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 k\u1ef9 thu\u1eadt g\u00e1n nh\u00e3n, m\u00e0 v\u1eabn c\u00f3 th\u1ec3 t\u1ea1o ra d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cao th\u00f4ng qua giao di\u1ec7n v\u00e0 quy tr\u00ecnh h\u1ed7 tr\u1ee3 t\u1ef1 \u0111\u1ed9ng.<\/p>\n

ScaleAI c\u00f3 d\u1ec5 t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh ph\u00e1t tri\u1ec3n AI hi\u1ec7n c\u00f3 kh\u00f4ng?<\/h3>\n

Vi\u1ec7c t\u00edch h\u1ee3p\u00a0Scale AI<\/b><\/strong>\u00a0v\u00e0o quy tr\u00ecnh ph\u00e1t tri\u1ec3n AI hi\u1ec7n t\u1ea1i di\u1ec5n ra kh\u00e1 thu\u1eadn l\u1ee3i nh\u1edd thi\u1ebft k\u1ebf linh ho\u1ea1t v\u00e0 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt m\u1ea1nh m\u1ebd t\u1eeb n\u1ec1n t\u1ea3ng. ScaleAI cung c\u1ea5p giao di\u1ec7n l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng (API) r\u00f5 r\u00e0ng, cho ph\u00e9p c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt d\u1ec5 d\u00e0ng k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u n\u1ed9i b\u1ed9, t\u1ea3i d\u1eef li\u1ec7u l\u00ean, theo d\u00f5i ti\u1ebfn \u0111\u1ed9 g\u00e1n nh\u00e3n v\u00e0 nh\u1eadn k\u1ebft qu\u1ea3 tr\u1ea3 v\u1ec1 m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.<\/p>\n

\"scale-ai-7\"<\/picture><\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, c\u00e1c t\u00ednh n\u0103ng qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng, ph\u00e2n quy\u1ec1n ng\u01b0\u1eddi d\u00f9ng v\u00e0 b\u00e1o c\u00e1o minh b\u1ea1ch gi\u00fap doanh nghi\u1ec7p ki\u1ec3m so\u00e1t to\u00e0n b\u1ed9 quy tr\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i h\u1ec7 th\u1ed1ng c\u1ed1t l\u00f5i. V\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u00e3 c\u00f3 quy tr\u00ecnh ph\u00e1t tri\u1ec3n AI b\u00e0i b\u1ea3n, ScaleAI \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t ph\u1ea7n m\u1edf r\u1ed9ng, h\u1ed7 tr\u1ee3 t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u m\u00e0 v\u1eabn \u0111\u1ea3m b\u1ea3o t\u00ednh linh ho\u1ea1t v\u00e0 b\u1ea3o m\u1eadt.<\/p>\n

T\u1ea1m k\u1ebft<\/h2>\n

Scale AI <\/b><\/strong>\u0111ang kh\u1eb3ng \u0111\u1ecbnh vai tr\u00f2 quan tr\u1ecdng trong h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111\u1ea1i. V\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u ch\u00ednh x\u00e1c, linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p r\u00fat ng\u1eafn th\u1eddi gian hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 tri\u1ec3n khai AI. Trong b\u1ed1i c\u1ea3nh d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh, ScaleAI ch\u00ednh l\u00e0 l\u1ef1a ch\u1ecdn \u0111\u00e1ng c\u00e2n nh\u1eafc cho m\u1ecdi t\u1ed5 ch\u1ee9c mu\u1ed1n \u0111\u00f3n \u0111\u1ea7u k\u1ef7 nguy\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng minh.<\/p>\n

Xem th\u00eam:<\/p>\n

Wave Video l\u00e0 g\u00ec? T\u1ed5ng h\u1ee3p c\u00e1c th\u00f4ng tin n\u1ed5i b\u1eadt v\u00e0 c\u00e1ch d\u00f9ng<\/b><\/u><\/strong><\/a><\/p>\n

Top 10 c\u00f4ng c\u1ee5 AI l\u00e0m r\u00f5 \u1ea3nh m\u1edd, l\u00e0m n\u00e9t \u1ea3nh online free<\/b><\/u><\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Trong k\u1ef7 nguy\u00ean ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng nh\u01b0 n\u1ec1n m\u00f3ng \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u00ean c\u00e1c m\u00f4 h\u00ecnh th\u00f4ng minh. Scale AI\u00a0xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u, gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u […]<\/p>\n","protected":false},"author":83,"featured_media":464827,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30605,29235,3910],"tags":[],"class_list":["post-464818","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-goc-to-mo","category-kham-pha"],"yoast_head":"\nScale AI l\u00e0 g\u00ec? N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u th\u00f4ng minh cho k\u1ef7 nguy\u00ean AI<\/title>\n<meta name=\"description\" content=\"Scale AI \u0111ang kh\u1eb3ng \u0111\u1ecbnh vai tr\u00f2 quan tr\u1ecdng trong h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111\u1ea1i. Kh\u00e1m ph\u00e1 chi ti\u1ebft h\u01a1n ngay nh\u00e9.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hoanghamobile.com\/tin-tuc\/scale-ai\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scale AI l\u00e0 g\u00ec? N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u th\u00f4ng minh cho k\u1ef7 nguy\u00ean AI\" \/>\n<meta property=\"og:description\" content=\"Scale AI \u0111ang kh\u1eb3ng \u0111\u1ecbnh vai tr\u00f2 quan tr\u1ecdng trong h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111\u1ea1i. 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