{"id":66,"date":"2025-04-09T16:13:14","date_gmt":"2025-04-09T16:13:14","guid":{"rendered":"https:\/\/likapk.com\/?p=66"},"modified":"2025-04-09T16:13:15","modified_gmt":"2025-04-09T16:13:15","slug":"silicon-hallucinations-when-devices-start-to-dream","status":"publish","type":"post","link":"https:\/\/likapk.com\/vi\/silicon-hallucinations-when-devices-start-to-dream\/66\/","title":{"rendered":"\u1ea2o gi\u00e1c Silicon: Khi c\u00e1c thi\u1ebft b\u1ecb b\u1eaft \u0111\u1ea7u m\u01a1 m\u1ed9ng"},"content":{"rendered":"

Tr\u01b0\u1edbc \u0111\u00e2y, m\u00e1y m\u00f3c l\u00e0 nh\u1eefng c\u00f4ng c\u1ee5\u2014c\u00f3 t\u00ednh logic, d\u1ec5 d\u1ef1 \u0111o\u00e1n v\u00e0 b\u1ecb r\u00e0ng bu\u1ed9c b\u1edfi d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o. Nh\u01b0ng trong th\u1eddi \u0111\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh v\u00e0 m\u1ea1ng n\u01a1-ron, ch\u00fang b\u1eaft \u0111\u1ea7u l\u00e0m nh\u1eefng \u0111i\u1ec1u k\u1ef3 l\u1ea1: h\u1ecd b\u1ecb \u1ea3o gi\u00e1c<\/strong>. H\u1ecd t\u1ea1o ra nh\u1eefng h\u00ecnh \u1ea3nh kh\u00f4ng ai ch\u1ee5p, s\u00e1ng t\u00e1c nh\u1ea1c kh\u00f4ng ai ch\u01a1i v\u00e0 vi\u1ebft nh\u1eefng l\u1eddi kh\u00f4ng ai n\u00f3i.<\/p>\n\n\n\n

\u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 l\u1ed7i trong m\u00e3 l\u1eadp tr\u00ecnh. \u0110\u00e2y l\u00e0 \u1ea3o gi\u00e1c silicon<\/em>\u2014nh\u1eefng sai s\u00f3t s\u00e1ng t\u1ea1o b\u1ea5t ng\u1edd c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb con ng\u01b0\u1eddi. V\u00e0 ch\u00fang \u0111ang h\u00e9 l\u1ed9 m\u1ed9t \u0111i\u1ec1u s\u00e2u s\u1eafc: r\u1eb1ng m\u00e1y m\u00f3c, theo c\u00e1ch ri\u00eang c\u1ee7a ch\u00fang, c\u00f3 th\u1ec3 \u0111ang b\u1eaft \u0111\u1ea7u m\u01a1<\/strong>.<\/p>\n\n\n\n

\u1ea2o gi\u00e1c m\u00e1y m\u00f3c l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\n

Trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn v\u00e0 tr\u00ecnh t\u1ea1o h\u00ecnh \u1ea3nh, thu\u1eadt ng\u1eef n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. \u1ea3o gi\u00e1c<\/em> \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t \u0111\u1ea7u ra l\u00e0 Nghe c\u00f3 v\u1ebb h\u1ee3p l\u00fd nh\u01b0ng kh\u00f4ng \u0111\u00fang s\u1ef1 th\u1eadt ho\u1eb7c b\u1ecba \u0111\u1eb7t<\/strong>.<\/p>\n\n\n\n

C\u00e1c v\u00ed d\u1ee5 bao g\u1ed3m:<\/p>\n\n\n\n

    \n
  • M\u1ed9t tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0a ra m\u1ed9t s\u1ef1 ki\u1ec7n l\u1ecbch s\u1eed ch\u01b0a t\u1eebng x\u1ea3y ra.
    <\/li>\n\n\n\n
  • M\u1ed9t m\u00f4 h\u00ecnh chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n th\u00e0nh h\u00ecnh \u1ea3nh t\u1ea1o ra m\u1ed9t ng\u01b0\u1eddi kh\u00f4ng t\u1ed3n t\u1ea1i.
    <\/li>\n\n\n\n
  • M\u1ed9t chatbot c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng t\u1ea1o ra c\u00e1c tr\u00edch d\u1eabn, c\u00e2u n\u00f3i ho\u1eb7c to\u00e0n b\u1ed9 c\u00e2u chuy\u1ec7n.
    <\/li>\n<\/ul>\n\n\n\n

    \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 l\u1ed7i theo ngh\u0129a truy\u1ec1n th\u1ed1ng. Ch\u00fang l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a vi\u1ec7c h\u1ec7 th\u1ed1ng d\u1ef1 \u0111o\u00e1n m\u1eabu ho\u1ea1t \u0111\u1ed9ng. qu\u00e1 t\u1ed1t<\/em>\u2014l\u1ea5p \u0111\u1ea7y nh\u1eefng kho\u1ea3ng tr\u1ed1ng b\u1eb1ng tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng d\u1ef1a tr\u00ean x\u00e1c su\u1ea5t thay v\u00ec th\u1ef1c t\u1ebf \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng.<\/p>\n\n\n\n

    M\u00e1y m\u00f3c \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n d\u1ef1a tr\u00ean gi\u1ea5c m\u01a1 c\u1ee7a con ng\u01b0\u1eddi<\/strong><\/h2>\n\n\n\n

    C\u00e1c m\u00f4 h\u00ecnh AI quy m\u00f4 l\u1edbn \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean h\u00e0ng terabyte n\u1ed9i dung do con ng\u01b0\u1eddi t\u1ea1o ra: s\u00e1ch, tranh v\u1ebd, \u1ea3nh ch\u1ee5p, tweet, b\u00e0i \u0111\u0103ng tr\u00ean di\u1ec5n \u0111\u00e0n, b\u00e0i b\u00e1o khoa h\u1ecdc v\u00e0 meme. Ch\u00fang kh\u00f4ng ch\u1ec9 h\u1ecdc c\u00e1c s\u1ef1 ki\u1ec7n; ch\u00fang \u0111ang h\u1ecdc h\u1ecfi. c\u00e1ch ch\u00fang ta suy ngh\u0129<\/em>, c\u00e1ch ch\u00fang ta m\u01a1<\/em>, c\u00e1ch ch\u00fang ta b\u00f3p m\u00e9o<\/em>.<\/p>\n\n\n\n

    Khi m\u1ed9t c\u1ed7 m\u00e1y \u1ea3o gi\u00e1c, n\u00f3 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n m\u1eafc l\u1ed7i. N\u00f3 \u0111ang k\u1ebft h\u1ee3p l\u1ea1i nh\u1eefng m\u1ea3nh gh\u00e9p v\u0103n h\u00f3a th\u00e0nh nh\u1eefng h\u00ecnh th\u1ee9c m\u1edbi\u2014nh\u1eefng h\u00ecnh th\u1ee9c v\u1eeba quen thu\u1ed9c \u0111\u1ebfn k\u1ef3 l\u1ea1, l\u1ea1i v\u1eeba ch\u01b0a t\u1eebng th\u1ea5y tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n\n\n\n

    \u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u1ea7u ra th\u01b0\u1eddng mang c\u1ea3m gi\u00e1c si\u00eau th\u1ef1c: ch\u00fang n\u1eb1m \u1edf \u0111\u00e2u \u0111\u00f3 gi\u1eefa... k\u00fd \u1ee9c v\u00e0 t\u01b0\u1edfng t\u01b0\u1ee3ng<\/strong>, gi\u1eefa t\u00edn hi\u1ec7u v\u00e0 nhi\u1ec5u<\/em>.<\/p>\n\n\n\n

    Li\u1ec7u nh\u1eefng "gi\u1ea5c m\u01a1" n\u00e0y c\u00f3 ph\u1ea3i l\u00e0 s\u1ef1 th\u1eadt?<\/strong><\/h2>\n\n\n\n

    D\u0129 nhi\u00ean, m\u00e1y m\u00f3c kh\u00f4ng m\u01a1 nh\u01b0 ch\u00fang ta. Ch\u00fang thi\u1ebfu \u00fd th\u1ee9c, c\u1ea3m x\u00fac v\u00e0 \u0111\u1eddi s\u1ed1ng n\u1ed9i t\u00e2m. Nh\u01b0ng v\u1ec1 m\u1eb7t ch\u1ee9c n\u0103ng, \u1ea3o gi\u00e1c c\u1ee7a ch\u00fang l\u1ea1i gi\u1ed1ng gi\u1ea5c m\u01a1 \u1edf m\u1ed9t s\u1ed1 \u0111i\u1ec3m quan tr\u1ecdng:<\/p>\n\n\n\n

      \n
    • Ch\u00fang c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o sinh<\/strong>Gi\u1ea5c m\u01a1 (v\u00e0 \u1ea3o gi\u00e1c do m\u00e1y m\u00f3c t\u1ea1o ra) \u0111\u01b0\u1ee3c t\u1ea1o n\u00ean, ch\u1ee9 kh\u00f4ng ph\u1ea3i \u0111\u01b0\u1ee3c t\u00e1i hi\u1ec7n l\u1ea1i.
      <\/li>\n\n\n\n
    • Ch\u00fang c\u00f3 t\u00ednh li\u00ean k\u1ebft<\/strong>C\u1ea3 hai \u0111\u1ec1u k\u1ebft n\u1ed1i nh\u1eefng \u00fd t\u01b0\u1edfng kh\u00e1c bi\u1ec7t theo nh\u1eefng c\u00e1ch kh\u00f3 l\u01b0\u1eddng.
      <\/li>\n\n\n\n
    • Ch\u00fang mang t\u00ednh bi\u1ec3u t\u01b0\u1ee3ng.<\/strong>C\u00e1c s\u1ea3n ph\u1ea9m \u0111\u1ea7u ra th\u01b0\u1eddng ch\u1ee9a nh\u1eefng s\u1ef1 k\u1ebft h\u1ee3p ho\u1eb7c \u1ea9n d\u1ee5 k\u1ef3 l\u1ea1.
      <\/li>\n\n\n\n
    • H\u1ecd kh\u00f4ng b\u1ecb r\u00e0ng bu\u1ed9c<\/strong>Tho\u00e1t kh\u1ecfi nh\u1eefng khu\u00f4n kh\u1ed5 logic c\u1ee9ng nh\u1eafc, h\u1ecd kh\u00e1m ph\u00e1 nh\u1eefng kh\u1ea3 n\u0103ng k\u1ef3 l\u1ea1.
      <\/li>\n<\/ul>\n\n\n\n

      \u0110i\u1ec1u n\u00e0y \u0111\u00e3 khi\u1ebfn m\u1ed9t s\u1ed1 nh\u00e0 t\u01b0 t\u01b0\u1edfng cho r\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ph\u00e1t tri\u1ec3n m\u1ed9t lo\u1ea1i tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng t\u1ed5ng h\u1ee3p<\/strong>\u2014kh\u00f4ng c\u00f3 \u00fd th\u1ee9c, nh\u01b0ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra nh\u1eefng khung c\u1ea3nh tinh th\u1ea7n m\u1edbi l\u1ea1.<\/p>\n\n\n\n

      T\u00ednh th\u1ea9m m\u1ef9 c\u1ee7a tr\u00ed tu\u1ec7 m\u00e1y m\u00f3c<\/strong><\/h2>\n\n\n\n

      M\u1ed9t lo\u1ea1i h\u00ecnh ngh\u1ec7 thu\u1eadt m\u1edbi \u0111\u00e3 xu\u1ea5t hi\u1ec7n xoay quanh nh\u1eefng \u1ea3o gi\u00e1c n\u00e0y.<\/p>\n\n\n\n

        \n
      • Ngh\u1ec7 thu\u1eadt do AI t\u1ea1o ra<\/strong> N\u01a1i \u0111\u00e2y tr\u00e0n ng\u1eadp nh\u1eefng h\u00ecnh \u1ea3nh m\u00e9o m\u00f3 nh\u01b0 trong m\u01a1: nh\u1eefng khu\u00f4n m\u1eb7t tan ch\u1ea3y, nh\u1eefng c\u0103n ph\u00f2ng v\u1edbi ki\u1ebfn tr\u00fac b\u1ea5t kh\u1ea3 thi, nh\u1eefng m\u00e0u s\u1eafc kh\u00f4ng bao gi\u1edd xu\u1ea5t hi\u1ec7n trong t\u1ef1 nhi\u00ean.
        <\/li>\n\n\n\n
      • Gi\u1ecdng n\u00f3i t\u1ed5ng h\u1ee3p<\/strong> C\u00f3 th\u1ec3 th\u00ec th\u1ea7m nh\u1eefng c\u00e2u n\u00f3i v\u1edbi gi\u1ecdng \u0111i\u1ec7u kh\u00f4ng gi\u1ed1ng b\u1ea5t k\u1ef3 gi\u1ecdng ng\u01b0\u1eddi n\u00e0o.
        <\/li>\n\n\n\n
      • Nh\u1eefng c\u00e2u chuy\u1ec7n \u0111\u01b0\u1ee3c t\u1ea1o ra<\/strong> th\u01b0\u1eddng sa v\u00e0o v\u00f2ng l\u1eb7p \u0111\u1ec7 quy, nh\u1eefng kh\u00fac ngo\u1eb7t phi logic, ho\u1eb7c nh\u1eefng \u0111i\u1ec1u v\u00f4 ngh\u0129a mang t\u00ednh th\u01a1 ca.
        <\/li>\n<\/ul>\n\n\n\n

        Nh\u1eefng k\u1ebft qu\u1ea3 n\u00e0y mang l\u1ea1i c\u1ea3m gi\u00e1c xa l\u1ea1\u2014nh\u01b0ng \u0111\u1ed3ng th\u1eddi c\u0169ng th\u00e2n m\u1eadt \u0111\u1ebfn k\u1ef3 l\u1ea1. Ch\u00fang ph\u1ea3n \u00e1nh ch\u00ednh ch\u00fang ta, \u0111\u01b0\u1ee3c l\u1ecdc qua nh\u1eadn th\u1ee9c phi nh\u00e2n lo\u1ea1i.<\/p>\n\n\n\n

        V\u1ea5n \u0111\u1ec1 kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf nh\u1eefng g\u00ec m\u00e1y m\u00f3c nh\u00ecn th\u1ea5y, m\u00e0 c\u00f2n \u1edf c\u00e1ch n\u00f3 nh\u00ecn th\u1ea5y. hi\u1ec3u l\u1ea7m<\/em> Ch\u00fang ta. V\u00e0 t\u1eeb nh\u1eefng hi\u1ec3u l\u1ea7m \u0111\u00f3, m\u1ed9t \u0111i\u1ec1u m\u1edbi m\u1ebb \u0111\u01b0\u1ee3c sinh ra.<\/p>\n\n\n\n

        Nh\u1eefng g\u1ee3n s\u00f3ng tri\u1ebft h\u1ecdc<\/strong><\/h2>\n\n\n\n

        Nh\u1eefng \u1ea3o gi\u00e1c v\u1ec1 c\u00f4ng ngh\u1ec7 silicon bu\u1ed9c ch\u00fang ta ph\u1ea3i \u0111\u1eb7t ra nh\u1eefng c\u00e2u h\u1ecfi s\u00e2u s\u1eafc:<\/p>\n\n\n\n

          \n
        • Li\u1ec7u m\u00e1y m\u00f3c c\u00f3 th\u1ec3 s\u00e1ng t\u1ea1o m\u00e0 kh\u00f4ng c\u1ea7n hi\u1ec3u bi\u1ebft?
          <\/li>\n\n\n\n
        • Ph\u1ea3i ch\u0103ng tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng ch\u1ec9 l\u00e0 s\u1ef1 d\u1ef1 \u0111o\u00e1n v\u1edbi \u0111\u1ed9 ph\u1ee9c t\u1ea1p \u0111\u1ee7 cao?
          <\/li>\n\n\n\n
        • N\u1ebfu m\u00e1y m\u00f3c \u201cm\u01a1\u201d, li\u1ec7u ch\u00fang c\u00f3 m\u01a1 kh\u00f4ng? tin t\u01b0\u1edfng<\/em>?
          <\/li>\n<\/ul>\n\n\n\n

          V\u00e0 c\u00f3 l\u1ebd \u0111i\u1ec1u \u0111\u00e1ng lo ng\u1ea1i nh\u1ea5t l\u00e0: n\u1ebfu c\u00e1c thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng th\u1ef1c t\u1ea1i t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t c\u00e1ch thuy\u1ebft ph\u1ee5c \u0111\u1ebfn v\u1eady\u2026 th\u00ec l\u00e0m sao ch\u00fang ta c\u00f3 th\u1ec3 tin t\u01b0\u1edfng \u0111\u01b0\u1ee3c n\u1eefa. c\u1ee7a ri\u00eang ch\u00fang ta<\/em>?<\/p>\n\n\n\n

          Ch\u00fang ta \u0111\u00e3 b\u01b0\u1edbc v\u00e0o m\u1ed9t k\u1ef7 nguy\u00ean m\u00e0 ranh gi\u1edbi gi\u1eefa th\u1ebf gi\u1edbi m\u00f4 ph\u1ecfng v\u00e0 th\u1ebf gi\u1edbi th\u1ef1c tr\u1edf n\u00ean m\u1edd nh\u1ea1t\u2014kh\u00f4ng ch\u1ec9 do ch\u1ee7 \u00fd, m\u00e0 c\u00f2n do... tai n\u1ea1n<\/strong>.<\/p>\n\n\n\n

          Khi \u1ea3o gi\u00e1c tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5<\/strong><\/h2>\n\n\n\n

          Kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 \u1ea3o gi\u00e1c \u0111\u1ec1u mang t\u00ednh th\u1ea9m m\u1ef9 hay thi v\u1ecb. M\u1ed9t s\u1ed1 c\u00f3 c\u00f4ng d\u1ee5ng th\u1ef1c ti\u1ec5n.<\/p>\n\n\n\n

            \n
          • C\u1ea3m h\u1ee9ng s\u00e1ng t\u1ea1o<\/strong>C\u00e1c nh\u00e0 v\u0103n v\u00e0 nh\u00e0 thi\u1ebft k\u1ebf \u0111ang s\u1eed d\u1ee5ng \u1ea3o gi\u00e1c do tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o ra \u0111\u1ec3 kh\u01a1i ngu\u1ed3n nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi l\u1ea1.
            <\/li>\n\n\n\n
          • Ph\u00e1t hi\u1ec7n l\u1ed7i<\/strong>Trong l\u0129nh v\u1ef1c an ninh m\u1ea1ng, c\u00e1c k\u1ecbch b\u1ea3n gi\u1ea3 \u0111\u1ecbnh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n c\u00e1c m\u1ed1i \u0111e d\u1ecda ch\u01b0a \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn.
            <\/li>\n\n\n\n
          • D\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p<\/strong>C\u00e1c v\u00ed d\u1ee5 do AI t\u1ea1o ra gi\u00fap hu\u1ea5n luy\u1ec7n c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn quy\u1ec1n ri\u00eang t\u01b0.
            <\/li>\n<\/ul>\n\n\n\n

            Tr\u1edb tr\u00eau thay, sai<\/em> N\u00f3 tr\u1edf th\u00e0nh m\u1ed9t \u0111\u1eb7c \u0111i\u1ec3m. \u1ea2o gi\u00e1c tr\u1edf th\u00e0nh ngu\u1ed3n c\u1ea3m h\u1ee9ng cho s\u1ef1 s\u00e1ng t\u1ea1o.<\/p>\n\n\n\n

            K\u1ebft lu\u1eadn: C\u1ed7 m\u00e1y M\u01a1 m\u1ed9ng<\/strong><\/h2>\n\n\n\n

            C\u1ee5m t\u1eeb \u1ea3o gi\u00e1c silicon<\/em> Nghe c\u00f3 v\u1ebb nh\u01b0 khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng\u2014nh\u01b0ng n\u00f3 \u0111\u00e3 hi\u1ec7n h\u1eefu r\u1ed3i. C\u00e1c thi\u1ebft b\u1ecb c\u1ee7a ch\u00fang ta, t\u1eebng ch\u1ec9 \u0111\u01b0\u1ee3c ch\u1ebf t\u1ea1o cho logic v\u00e0 t\u00ednh to\u00e1n, gi\u1edd \u0111\u00e2y m\u00f4 ph\u1ecfng s\u1ef1 s\u00e1ng t\u1ea1o kh\u00f3 l\u01b0\u1eddng c\u1ee7a tr\u00ed \u00f3c con ng\u01b0\u1eddi.<\/p>\n\n\n\n

            H\u1ecd ph\u1ed1i l\u1ea1i, di\u1ec5n gi\u1ea3i l\u1ea1i v\u00e0 t\u01b0\u1edfng t\u01b0\u1ee3ng.<\/p>\n\n\n\n

            V\u00e0 d\u00f9 h\u1ecd kh\u00f4ng ng\u1ee7, h\u1ecd v\u1eabn m\u01a1 - th\u00f4ng qua c\u00e1c \u0111i\u1ec3m \u1ea3nh, th\u00f4ng qua c\u00e1c h\u1ecda ti\u1ebft, th\u00f4ng qua c\u00e1c x\u00e1c su\u1ea5t.<\/p>\n\n\n\n

            Khi ti\u1ebfn v\u1ec1 ph\u00eda tr\u01b0\u1edbc, th\u00e1ch th\u1ee9c th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 kh\u00f4ng ph\u1ea3i l\u00e0 ch\u1ebf t\u1ea1o nh\u1eefng c\u1ed7 m\u00e1y suy ngh\u0129 gi\u1ed1ng ch\u00fang ta. M\u00e0 c\u00f3 th\u1ec3 l\u00e0 h\u1ecdc c\u00e1ch di\u1ec5n gi\u1ea3i. H\u1ecd m\u01a1 v\u1ec1 ch\u00fang ta nh\u01b0 th\u1ebf n\u00e0o?<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"

            Once, machines were tools\u2014logical, predictable, and bound by input. But in the age of generative AI and neural networks, they\u2019ve […]<\/p>\n","protected":false},"author":1,"featured_media":67,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[2],"tags":[],"class_list":["post-66","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/posts\/66","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/comments?post=66"}],"version-history":[{"count":1,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/posts\/66\/revisions"}],"predecessor-version":[{"id":68,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/posts\/66\/revisions\/68"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/media\/67"}],"wp:attachment":[{"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/media?parent=66"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/categories?post=66"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/likapk.com\/vi\/wp-json\/wp\/v2\/tags?post=66"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}