{"id":20869,"date":"2024-12-20T07:31:30","date_gmt":"2024-12-20T00:31:30","guid":{"rendered":"https:\/\/thegioimaychu.vn\/blog\/?p=20869"},"modified":"2024-12-20T07:31:30","modified_gmt":"2024-12-20T00:31:30","slug":"ai-agent-la-gi","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/ai-agent-la-gi-p20869\/","title":{"rendered":"AI Agent l\u00e0 g\u00ec?"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>C\u00e1c AI Agent (nh\u00e2n vi\u00ean AI) \u0111\u01b0\u1ee3c cho l\u00e0 s\u1ebd l\u00e0 &#8220;\u0111i\u1ec1u l\u1edbn lao ti\u1ebfp theo&#8221; trong AI, nh\u01b0ng hi\u1ec7n v\u1eabn ch\u01b0a c\u00f3 \u0111\u1ecbnh ngh\u0129a ch\u00ednh x\u00e1c v\u1ec1 ch\u00fang. Cho \u0111\u1ebfn th\u1eddi \u0111i\u1ec3m n\u00e0y, m\u1ecdi ng\u01b0\u1eddi v\u1eabn ch\u01b0a th\u1ec3 th\u1ed1ng nh\u1ea5t v\u1ec1 nh\u1eefng g\u00ec c\u1ea5u th\u00e0nh n\u00ean m\u1ed9t nh\u00e2n vi\u00ean AI.<\/p>\n<p>N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n nh\u1ea5t, m\u1ed9t nh\u00e2n vi\u00ean AI \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 l\u00e0 ph\u1ea7n m\u1ec1m ch\u1ea1y b\u1eb1ng AI th\u1ef1c hi\u1ec7n m\u1ed9t lo\u1ea1t c\u00f4ng vi\u1ec7c cho b\u1ea1n m\u00e0 m\u1ed9t nh\u00e2n vi\u00ean d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean HR ho\u1eb7c nh\u00e2n vi\u00ean b\u1ed9 ph\u1eadn tr\u1ee3 gi\u00fap CNTT c\u00f3 th\u1ec3 \u0111\u00e3 l\u00e0m trong qu\u00e1 kh\u1ee9, m\u1eb7c d\u00f9 cu\u1ed1i c\u00f9ng n\u00f3 c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn b\u1ea5t k\u1ef3 c\u00f4ng vi\u1ec7c n\u00e0o trong doanh nghi\u1ec7p. B\u1ea1n y\u00eau c\u1ea7u n\u00f3 l\u00e0m c\u00e1c vi\u1ec7c, v\u00e0 n\u00f3 th\u1ef1c hi\u1ec7n ch\u00fang cho b\u1ea1n, c\u00f3 th\u1ec3 \u0111i qua nhi\u1ec1u h\u1ec7 th\u1ed1ng v\u00e0 v\u01b0\u1ee3t xa vi\u1ec7c ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi. V\u00ed d\u1ee5, th\u00e1ng tr\u01b0\u1edbc, Perplexity\u00a0\u0111\u00e3 ph\u00e1t h\u00e0nh m\u1ed9t nh\u00e2n vi\u00ean AI gi\u00fap m\u1ecdi ng\u01b0\u1eddi mua s\u1eafm trong k\u1ef3 ngh\u1ec9. V\u00e0 tu\u1ea7n tr\u01b0\u1edbc, Google \u0111\u00e3 c\u00f4ng b\u1ed1\u00a0nh\u00e2n vi\u00ean AI \u0111\u1ea7u ti\u00ean c\u1ee7a m\u00ecnh, c\u00f3 t\u00ean l\u00e0 Project Mariner, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u00ecm chuy\u1ebfn bay v\u00e0 kh\u00e1ch s\u1ea1n, mua s\u1eafm \u0111\u1ed3 gia d\u1ee5ng, t\u00ecm c\u00f4ng th\u1ee9c n\u1ea5u \u0103n v\u00e0 c\u00e1c nhi\u1ec7m v\u1ee5 kh\u00e1c.<\/p>\n<p>Nghe th\u00ec r\u1ea5t \u0111\u01a1n gi\u1ea3n, nh\u01b0ng n\u00f3 l\u1ea1i ph\u1ee9c t\u1ea1p v\u00ec thi\u1ebfu s\u1ef1 r\u00f5 r\u00e0ng. Ngay c\u1ea3 gi\u1eefa nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7, c\u0169ng kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng thu\u1eadn. Google coi ch\u00fang l\u00e0 c\u00e1c tr\u1ee3 l\u00fd d\u1ef1a tr\u00ean nhi\u1ec7m v\u1ee5 t\u00f9y thu\u1ed9c v\u00e0o c\u00f4ng vi\u1ec7c: tr\u1ee3 gi\u00fap vi\u1ebft m\u00e3 cho c\u00e1c developer; gi\u00fap c\u00e1c nh\u00e0 ti\u1ebfp th\u1ecb t\u1ea1o ra m\u1ed9t b\u1ea3ng m\u00e0u; h\u1ed7 tr\u1ee3 m\u1ed9t chuy\u00ean gia CNTT theo d\u00f5i s\u1ef1 c\u1ed1 b\u1eb1ng c\u00e1ch truy v\u1ea5n d\u1eef li\u1ec7u nh\u1eadt k\u00fd.<\/p>\n<p>\u0110\u1ed1i v\u1edbi Asana, m\u1ed9t agent c\u00f3 th\u1ec3\u00a0ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t nh\u00e2n vi\u00ean ph\u1ee5, \u0111\u1ea3m nhi\u1ec7m c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01b0\u1ee3c giao nh\u01b0 b\u1ea5t k\u1ef3 \u0111\u1ed3ng nghi\u1ec7p gi\u1ecfi giang n\u00e0o.\u00a0Sierra,\u00a0m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p do c\u1ef1u \u0111\u1ed3ng gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh Salesforce Bret Taylor v\u00e0 c\u1ef1u nh\u00e2n vi\u00ean Google Clay Bavor s\u00e1ng l\u1eadp, coi c\u00e1c agent l\u00e0 c\u00f4ng c\u1ee5 tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, gi\u00fap m\u1ecdi ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng v\u01b0\u1ee3t xa c\u00e1c chatbot c\u1ee7a ng\u00e0y x\u01b0a \u0111\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c t\u1eadp h\u1ee3p v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n<p>Vi\u1ec7c thi\u1ebfu m\u1ed9t \u0111\u1ecbnh ngh\u0129a th\u1ed1ng nh\u1ea5t n\u00e0y s\u1ebd g\u00e2y ra s\u1ef1 nh\u1ea7m l\u1eabn v\u1ec1 ch\u1ee9c n\u0103ng ch\u00ednh x\u00e1c c\u1ee7a nh\u1eefng th\u1ee9 n\u00e0y, nh\u01b0ng b\u1ea5t k\u1ec3 ch\u00fang \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a nh\u01b0 th\u1ebf n\u00e0o, c\u00e1c agent \u0111\u1ec1u c\u00f3 t\u00e1c d\u1ee5ng gi\u00fap ho\u00e0n th\u00e0nh c\u00e1c nhi\u1ec7m v\u1ee5 m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng v\u1edbi c\u00e0ng \u00edt s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a con ng\u01b0\u1eddi c\u00e0ng t\u1ed1t.<\/p>\n<p>Rudina Seseri, nh\u00e0 s\u00e1ng l\u1eadp v\u00e0 \u0111\u1ed1i t\u00e1c qu\u1ea3n l\u00fd t\u1ea1i Glasswing Ventures, cho bi\u1ebft \u0111\u00e2y v\u1eabn c\u00f2n l\u00e0 giai \u0111o\u1ea1n \u0111\u1ea7u v\u00e0 \u0111i\u1ec1u \u0111\u00f3 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch cho vi\u1ec7c thi\u1ebfu s\u1ef1 \u0111\u1ed3ng thu\u1eadn. &#8220;Kh\u00f4ng c\u00f3 \u0111\u1ecbnh ngh\u0129a duy nh\u1ea5t n\u00e0o cho m\u1ed9t &#8216;nh\u00e2n vi\u00ean AI&#8217;. Tuy nhi\u00ean, quan \u0111i\u1ec3m ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 agent l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m th\u00f4ng minh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 nh\u1eadn th\u1ee9c m\u00f4i tr\u01b0\u1eddng c\u1ee7a n\u00f3, l\u00fd lu\u1eadn v\u1ec1 n\u00f3, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng&#8221;, Seseri n\u00f3i.<\/p>\n<p>B\u00e0 cho bi\u1ebft h\u1ecd s\u1eed d\u1ee5ng m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 AI \u0111\u1ec3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u \u0111\u00f3. \u201cNh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y k\u1ebft h\u1ee3p nhi\u1ec1u k\u1ef9 thu\u1eadt AI\/ML nh\u01b0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, h\u1ecdc m\u00e1y v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng trong c\u00e1c mi\u1ec1n \u0111\u1ed9ng, t\u1ef1 \u0111\u1ed9ng ho\u1eb7c c\u00f9ng v\u1edbi c\u00e1c agent kh\u00e1c v\u00e0 ng\u01b0\u1eddi d\u00f9ng l\u00e0 con ng\u01b0\u1eddi.\u201d<\/p>\n<p>Aaron Levie, \u0111\u1ed3ng s\u00e1ng l\u1eadp ki\u00eam gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh t\u1ea1i Box, cho bi\u1ebft theo th\u1eddi gian, khi AI tr\u1edf n\u00ean c\u00f3 n\u0103ng l\u1ef1c h\u01a1n, c\u00e1c nh\u00e2n vi\u00ean AI s\u1ebd c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u vi\u1ec7c h\u01a1n thay cho con ng\u01b0\u1eddi v\u00e0 hi\u1ec7n \u0111\u00e3 c\u00f3 nh\u1eefng \u0111\u1ed9ng l\u1ef1c th\u00fac \u0111\u1ea9y s\u1ef1 ti\u1ebfn h\u00f3a \u0111\u00f3.<\/p>\n<p>Levie \u0111\u00e3 vi\u1ebft tr\u00ean LinkedIn g\u1ea7n \u0111\u00e2y r\u1eb1ng: \u201cV\u1edbi c\u00e1c nh\u00e2n vi\u00ean AI, c\u00f3 nhi\u1ec1u th\u00e0nh ph\u1ea7n t\u1ea1o n\u00ean b\u00e1nh \u0111\u00e0 t\u1ef1 gia c\u1ed1 s\u1ebd gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 nh\u1eefng g\u00ec c\u00e1c nh\u00e2n vi\u00ean AI c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c trong t\u01b0\u01a1ng lai g\u1ea7n v\u00e0 d\u00e0i h\u1ea1n: gi\u00e1\/hi\u1ec7u su\u1ea5t GPU, hi\u1ec7u qu\u1ea3 m\u00f4 h\u00ecnh, ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 tr\u00ed th\u00f4ng minh c\u1ee7a m\u00f4 h\u00ecnh, c\u1ea3i ti\u1ebfn v\u1ec1 khu\u00f4n kh\u1ed5 AI v\u00e0 h\u1ea1 t\u1ea7ng\u00a0\u201d\u00a0.<\/p>\n<p>\u0110\u00f3 l\u00e0 m\u1ed9t quan \u0111i\u1ec3m l\u1ea1c quan v\u1ec1 c\u00f4ng ngh\u1ec7 cho r\u1eb1ng s\u1ef1 t\u0103ng tr\u01b0\u1edfng s\u1ebd di\u1ec5n ra \u1edf t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c n\u00e0y, m\u1eb7c d\u00f9 \u0111i\u1ec1u \u0111\u00f3 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 \u0111i\u1ec1u hi\u1ec3n nhi\u00ean. Nh\u00e0 ti\u00ean phong v\u1ec1 robot c\u1ee7a MIT, Rodney Brooks, \u0111\u00e3 ch\u1ec9 ra trong m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n g\u1ea7n \u0111\u00e2y r\u1eb1ng\u00a0AI ph\u1ea3i gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 kh\u00f3 kh\u0103n h\u01a1n nhi\u1ec1u\u00a0so v\u1edbi h\u1ea7u h\u1ebft c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c v\u00e0 n\u00f3 s\u1ebd kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u00e1t tri\u1ec3n theo c\u00f9ng m\u1ed9t t\u1ed1c \u0111\u1ed9 nh\u01b0 chip theo \u0111\u1ecbnh lu\u1eadt Moore.<\/p>\n<p>\u201cKhi con ng\u01b0\u1eddi nh\u00ecn th\u1ea5y m\u1ed9t h\u1ec7 th\u1ed1ng AI th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5, h\u1ecd ngay l\u1eadp t\u1ee9c kh\u00e1i qu\u00e1t h\u00f3a n\u00f3 th\u00e0nh nh\u1eefng th\u1ee9 t\u01b0\u01a1ng t\u1ef1 v\u00e0 \u01b0\u1edbc t\u00ednh n\u0103ng l\u1ef1c c\u1ee7a h\u1ec7 th\u1ed1ng AI; kh\u00f4ng ch\u1ec9 hi\u1ec7u su\u1ea5t c\u1ee7a n\u00f3, m\u00e0 c\u00f2n l\u00e0 n\u0103ng l\u1ef1c xung quanh n\u00f3,\u201d Brooks n\u00f3i trong cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u00f3. \u201cV\u00e0 h\u1ecd th\u01b0\u1eddng r\u1ea5t l\u1ea1c quan qu\u00e1 m\u1ee9c, v\u00e0 \u0111\u00f3 l\u00e0 v\u00ec h\u1ecd s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a m\u1ed9t ng\u01b0\u1eddi trong m\u1ed9t nhi\u1ec7m v\u1ee5.\u201d<\/p>\n<p>V\u1ea5n \u0111\u1ec1 l\u00e0 vi\u1ec7c giao thoa c\u00e1c h\u1ec7 th\u1ed1ng r\u1ea5t kh\u00f3 kh\u0103n v\u00e0 \u0111i\u1ec1u n\u00e0y tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p h\u01a1n do m\u1ed9t s\u1ed1 h\u1ec7 th\u1ed1ng c\u0169 thi\u1ebfu quy\u1ec1n truy c\u1eadp API c\u01a1 b\u1ea3n. M\u1eb7c d\u00f9 ch\u00fang ta \u0111ang th\u1ea5y nh\u1eefng c\u1ea3i ti\u1ebfn \u1ed5n \u0111\u1ecbnh m\u00e0 Levie \u0111\u00e3 \u00e1m ch\u1ec9, nh\u01b0ng vi\u1ec7c \u0111\u01b0a ph\u1ea7n m\u1ec1m v\u00e0o nhi\u1ec1u h\u1ec7 th\u1ed1ng trong khi gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00e0 n\u00f3 c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i trong qu\u00e1 tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n nhi\u1ec1u ng\u01b0\u1eddi ngh\u0129.<\/p>\n<p>N\u1ebfu \u0111\u00fang nh\u01b0 v\u1eady, m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1ec3 \u0111ang \u0111\u00e1nh gi\u00e1 qu\u00e1 cao nh\u1eefng g\u00ec c\u00e1c nh\u00e2n vi\u00ean AI c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c. David Cushman, m\u1ed9t nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i HFS Research, nh\u00ecn nh\u1eadn nh\u00f3m bot hi\u1ec7n t\u1ea1i gi\u1ed1ng v\u1edbi Asana h\u01a1n: tr\u1ee3 l\u00fd gi\u00fap con ng\u01b0\u1eddi ho\u00e0n th\u00e0nh m\u1ed9t s\u1ed1 nhi\u1ec7m v\u1ee5 nh\u1ea5t \u0111\u1ecbnh \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 m\u1ee5c ti\u00eau chi\u1ebfn l\u01b0\u1ee3c do ng\u01b0\u1eddi d\u00f9ng x\u00e1c \u0111\u1ecbnh. Th\u00e1ch th\u1ee9c l\u00e0 gi\u00fap m\u00e1y x\u1eed l\u00fd c\u00e1c t\u00ecnh hu\u1ed1ng b\u1ea5t ng\u1edd theo c\u00e1ch th\u1ef1c s\u1ef1 t\u1ef1 \u0111\u1ed9ng, v\u00e0 r\u00f5 r\u00e0ng l\u00e0 ch\u00fang ta v\u1eabn ch\u01b0a \u0111\u1ea1t \u0111\u1ebfn m\u1ee9c \u0111\u00f3.<\/p>\n<p>\u201cT\u00f4i ngh\u0129 \u0111\u00f3 l\u00e0 b\u01b0\u1edbc ti\u1ebfp theo\u201d, \u00f4ng n\u00f3i. \u201c\u0110\u00f3 l\u00e0 n\u01a1i AI ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp v\u00e0 hi\u1ec7u qu\u1ea3 \u1edf quy m\u00f4 l\u1edbn. V\u00ec v\u1eady, \u0111\u00e2y l\u00e0 n\u01a1i con ng\u01b0\u1eddi \u0111\u1eb7t ra c\u00e1c h\u01b0\u1edbng d\u1eabn, c\u00e1c r\u00e0o c\u1ea3n v\u00e0 \u00e1p d\u1ee5ng nhi\u1ec1u c\u00f4ng ngh\u1ec7 \u0111\u1ec3 \u0111\u01b0a con ng\u01b0\u1eddi ra kh\u1ecfi v\u00f2ng l\u1eb7p \u2014 khi m\u1ecdi th\u1ee9 \u0111\u1ec1u nh\u1eb1m m\u1ee5c \u0111\u00edch gi\u1eef con ng\u01b0\u1eddi\u00a0trong\u00a0v\u00f2ng l\u1eb7p v\u1edbi GenAI\u201d, \u00f4ng n\u00f3i. V\u00ec v\u1eady, ch\u00eca kh\u00f3a \u1edf \u0111\u00e2y, \u00f4ng n\u00f3i, l\u00e0 \u0111\u1ec3 nh\u00e2n vi\u00ean AI ti\u1ebfp qu\u1ea3n v\u00e0 \u00e1p d\u1ee5ng t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u1ef1c s\u1ef1.<\/p>\n<p>Jon Turow, \u0111\u1ed1i t\u00e1c t\u1ea1i Madrona Ventures, cho bi\u1ebft \u0111i\u1ec1u n\u00e0y s\u1ebd \u0111\u00f2i h\u1ecfi ph\u1ea3i t\u1ea1o ra m\u1ed9t h\u1ea1 t\u1ea7ng nh\u00e2n vi\u00ean AI, m\u1ed9t ng\u0103n x\u1ebfp c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang \u0111\u1ec3 t\u1ea1o ra c\u00e1c agent (b\u1ea5t k\u1ec3 b\u1ea1n \u0111\u1ecbnh ngh\u0129a ch\u00fang nh\u01b0 th\u1ebf n\u00e0o). Trong m\u1ed9t b\u00e0i \u0111\u0103ng tr\u00ean blog g\u1ea7n \u0111\u00e2y, Turow\u00a0\u0111\u00e3 ph\u00e1c th\u1ea3o c\u00e1c v\u00ed d\u1ee5 v\u1ec1 c\u00e1c nh\u00e2n vi\u00ean AI\u00a0hi\u1ec7n \u0111ang ho\u1ea1t \u0111\u1ed9ng trong t\u1ef1 nhi\u00ean v\u00e0 c\u00e1ch ch\u00fang \u0111ang \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ng\u00e0y nay.<\/p>\n<p>Theo quan \u0111i\u1ec3m c\u1ee7a Turow, s\u1ef1 gia t\u0103ng nhanh ch\u00f3ng c\u1ee7a c\u00e1c nh\u00e2n vi\u00ean AI \u2014 v\u00e0 \u00f4ng c\u0169ng th\u1eeba nh\u1eadn r\u1eb1ng \u0111\u1ecbnh ngh\u0129a n\u00e0y v\u1eabn c\u00f2n h\u01a1i kh\u00f3 n\u1eafm b\u1eaft \u2014 \u0111\u00f2i h\u1ecfi m\u1ed9t b\u1ed9 c\u00f4ng ngh\u1ec7 gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 c\u00f4ng ngh\u1ec7 n\u00e0o kh\u00e1c. &#8220;T\u1ea5t c\u1ea3 nh\u1eefng \u0111i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p c\u1ee7a ch\u00fang t\u00f4i ph\u1ea3i l\u00e0m vi\u1ec7c \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng h\u1ed7 tr\u1ee3 c\u00e1c nh\u00e2n vi\u00ean AI v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng d\u1ef1a v\u00e0o ch\u00fang&#8221;, \u00f4ng vi\u1ebft trong b\u00e0i vi\u1ebft.<\/p>\n<p>\u201cTheo th\u1eddi gian, l\u00fd lu\u1eadn s\u1ebd d\u1ea7n \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, c\u00e1c m\u00f4 h\u00ecnh bi\u00ean gi\u1edbi s\u1ebd \u0111i\u1ec1u khi\u1ec3n nhi\u1ec1u quy tr\u00ecnh c\u00f4ng vi\u1ec7c h\u01a1n v\u00e0 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n s\u1ebd mu\u1ed1n t\u1eadp trung v\u00e0o s\u1ea3n ph\u1ea9m v\u00e0 d\u1eef li\u1ec7u \u2014 nh\u1eefng th\u1ee9 t\u1ea1o n\u00ean s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a h\u1ecd. H\u1ecd mu\u1ed1n n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n &#8216;ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng&#8217; v\u1edbi quy m\u00f4, hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 tin c\u1eady.\u201d<\/p>\n<p>M\u1ed9t \u0111i\u1ec1u kh\u00e1c c\u1ea7n l\u01b0u \u00fd \u1edf \u0111\u00e2y l\u00e0 c\u00f3 l\u1ebd s\u1ebd c\u1ea7n nhi\u1ec1u m\u00f4 h\u00ecnh, thay v\u00ec m\u1ed9t LLM duy nh\u1ea5t, \u0111\u1ec3 khi\u1ebfn c\u00e1c agent ho\u1ea1t \u0111\u1ed9ng, v\u00e0 \u0111i\u1ec1u n\u00e0y c\u00f3 \u00fd ngh\u0129a n\u1ebfu b\u1ea1n ngh\u0129 v\u1ec1 c\u00e1c agent n\u00e0y nh\u01b0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c nhi\u1ec7m v\u1ee5 kh\u00e1c nhau. &#8220;T\u00f4i kh\u00f4ng ngh\u0129 r\u1eb1ng hi\u1ec7n t\u1ea1i b\u1ea5t k\u1ef3 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn n\u00e0o, \u00edt nh\u1ea5t l\u00e0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u01a1n kh\u1ed1i c\u00f3 s\u1eb5n c\u00f4ng khai, c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee7a agent. T\u00f4i kh\u00f4ng ngh\u0129 r\u1eb1ng ch\u00fang c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n l\u00fd lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc th\u1ef1c s\u1ef1 khi\u1ebfn t\u00f4i ph\u1ea5n kh\u00edch v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a agent. T\u00f4i ngh\u0129 r\u1eb1ng ch\u00fang ta \u0111ang \u0111\u1ebfn g\u1ea7n h\u01a1n, nh\u01b0ng v\u1eabn ch\u01b0a \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3&#8221;, Fred Havemeyer, ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u b\u1ed9 ph\u1eadn nghi\u00ean c\u1ee9u AI v\u00e0 ph\u1ea7n m\u1ec1m t\u1ea1i Macquarie US Equity Research cho bi\u1ebft.<\/p>\n<p>\u201cT\u00f4i ngh\u0129 r\u1eb1ng c\u00e1c agent hi\u1ec7u qu\u1ea3 nh\u1ea5t c\u00f3 th\u1ec3 s\u1ebd l\u00e0 nhi\u1ec1u b\u1ed9 s\u01b0u t\u1eadp c\u1ee7a nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c nhau v\u1edbi m\u1ed9t l\u1edbp \u0111\u1ecbnh tuy\u1ebfn g\u1eedi y\u00eau c\u1ea7u ho\u1eb7c nh\u1eafc nh\u1edf \u0111\u1ebfn agent v\u00e0 m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 nh\u1ea5t. V\u00e0 t\u00f4i ngh\u0129 r\u1eb1ng n\u00f3 s\u1ebd gi\u1ed1ng nh\u01b0 m\u1ed9t gi\u00e1m s\u00e1t vi\u00ean [t\u1ef1 \u0111\u1ed9ng] th\u00fa v\u1ecb, ph\u00e2n c\u00f4ng vai tr\u00f2.\u201d<\/p>\n<p>Cu\u1ed1i c\u00f9ng, \u0111\u1ed1i v\u1edbi Havemeyer, ng\u00e0nh c\u00f4ng nghi\u1ec7p n\u00e0y \u0111ang h\u01b0\u1edbng t\u1edbi m\u1ee5c ti\u00eau n\u00e0y l\u00e0 c\u00e1c agent ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp. \u201cKhi t\u00f4i ngh\u0129 v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c agent, t\u00f4i mu\u1ed1n th\u1ea5y v\u00e0 hy v\u1ecdng th\u1ea5y c\u00e1c agent th\u1ef1c s\u1ef1 t\u1ef1 ch\u1ee7 v\u00e0 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c m\u1ee5c ti\u00eau tr\u1eebu t\u01b0\u1ee3ng r\u1ed3i suy lu\u1eadn ra t\u1ea5t c\u1ea3 c\u00e1c b\u01b0\u1edbc ri\u00eang l\u1ebb \u1edf gi\u1eefa m\u1ed9t c\u00e1ch ho\u00e0n to\u00e0n \u0111\u1ed9c l\u1eadp\u201d, \u00f4ng n\u00f3i.<\/p>\n<p>Nh\u01b0ng th\u1ef1c t\u1ebf l\u00e0 ch\u00fang ta v\u1eabn \u0111ang trong giai \u0111o\u1ea1n chuy\u1ec3n ti\u1ebfp li\u00ean quan \u0111\u1ebfn c\u00e1c agent n\u00e0y, v\u00e0 ch\u00fang ta kh\u00f4ng bi\u1ebft khi n\u00e0o ch\u00fang ta s\u1ebd \u0111\u1ea1t \u0111\u1ebfn tr\u1ea1ng th\u00e1i k\u1ebft th\u00fac m\u00e0 Havemeyer m\u00f4 t\u1ea3. M\u1eb7c d\u00f9 nh\u1eefng g\u00ec ch\u00fang ta \u0111\u00e3 th\u1ea5y cho \u0111\u1ebfn nay r\u00f5 r\u00e0ng l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn \u0111\u1ea7y h\u1ee9a h\u1eb9n theo \u0111\u00fang h\u01b0\u1edbng, ch\u00fang ta v\u1eabn c\u1ea7n m\u1ed9t s\u1ed1 ti\u1ebfn b\u1ed9 v\u00e0 \u0111\u1ed9t ph\u00e1 \u0111\u1ec3 c\u00e1c nh\u00e2n vi\u00ean AI ho\u1ea1t \u0111\u1ed9ng nh\u01b0 ch\u00fang \u0111ang \u0111\u01b0\u1ee3c h\u00ecnh dung ng\u00e0y nay. V\u00e0 \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i hi\u1ec3u r\u1eb1ng ch\u00fang ta v\u1eabn ch\u01b0a \u0111\u1ea1t \u0111\u1ebfn \u0111\u00f3.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21797\">T\u1eeb &#8220;S\u00e1ng t\u1ea1o&#8221; \u0110\u1ebfn &#8220;H\u00e0nh \u0111\u1ed9ng&#8221;: Kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Generative AI v\u00e0 Agentic AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21571\">Agentic AI: T\u1eeb &#8216;c\u01a1n s\u1ed1t&#8217; \u0111\u1ebfn gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf &#8211; H\u01b0\u1edbng d\u1eabn tri\u1ec3n khai cho doanh nghi\u1ec7p<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>C&aacute;c AI Agent (nh&acirc;n vi&ecirc;n AI) &#273;&#432;&#7907;c cho l&agrave; s&#7869; l&agrave; &ldquo;&#273;i&#7873;u l&#7899;n lao ti&#7871;p theo&rdquo; trong AI, nh&#432;ng hi&#7879;n v&#7851;n ch&#432;a c&oacute; &#273;&#7883;nh ngh&#297;a ch&iacute;nh x&aacute;c v&#7873; ch&uacute;ng. Cho &#273;&#7871;n th&#7901;i &#273;i&#7875;m n&agrave;y, m&#7885;i ng&#432;&#7901;i v&#7851;n ch&#432;a th&#7875; th&#7889;ng nh&#7845;t v&#7873; nh&#7919;ng g&igrave; c&#7845;u th&agrave;nh n&ecirc;n m&#7897;t nh&acirc;n vi&ecirc;n AI. N&oacute;i m&#7897;t c&aacute;ch &#273;&#417;n&#8230;<\/p>\n","protected":false},"author":2,"featured_media":20870,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[1346],"class_list":["post-20869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-agentic-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Agent l\u00e0 g\u00ec? - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/ai-agent-la-gi-p20869\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI Agent l\u00e0 g\u00ec? - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"C&aacute;c AI Agent (nh&acirc;n vi&ecirc;n AI) &#273;&#432;&#7907;c cho l&agrave; s&#7869; l&agrave; &ldquo;&#273;i&#7873;u l&#7899;n lao ti&#7871;p theo&rdquo; trong AI, nh&#432;ng hi&#7879;n v&#7851;n ch&#432;a c&oacute; &#273;&#7883;nh ngh&#297;a ch&iacute;nh x&aacute;c v&#7873; ch&uacute;ng. 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