{"id":15127,"date":"2026-05-15T13:50:46","date_gmt":"2026-05-15T06:50:46","guid":{"rendered":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/15\/recursive-superintelligence-khi-ai-bat-dau-tu-kien-tao-chinh-minh\/"},"modified":"2026-05-15T13:50:46","modified_gmt":"2026-05-15T06:50:46","slug":"recursive-superintelligence-khi-ai-bat-dau-tu-kien-tao-chinh-minh","status":"publish","type":"post","link":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/15\/recursive-superintelligence-khi-ai-bat-dau-tu-kien-tao-chinh-minh\/","title":{"rendered":"Recursive Superintelligence: Khi AI b\u1eaft \u0111\u1ea7u t\u1ef1 ki\u1ebfn t\u1ea1o ch\u00ednh m\u00ecnh"},"content":{"rendered":"
\n
\n \"Recursive
\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/figcaption><\/figure>\n

Th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t c\u1ed9t m\u1ed1c mang t\u00ednh b\u01b0\u1edbc ngo\u1eb7t khi Recursive Superintelligence, m\u1ed9t startup c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i San Francisco, v\u1eeba ch\u00ednh th\u1ee9c b\u01b0\u1edbc ra kh\u1ecfi b\u00f3ng t\u1ed1i v\u1edbi ngu\u1ed3n v\u1ed1n 650 tri\u1ec7u USD. D\u01b0\u1edbi s\u1ef1 d\u1eabn d\u1eaft c\u1ee7a Richard Socher \u2013 m\u1ed9t g\u01b0\u01a1ng m\u1eb7t k\u1ef3 c\u1ef1u t\u1eebng ghi d\u1ea5u \u1ea5n v\u1edbi You.com v\u00e0 ImageNet \u2013 c\u00f9ng s\u1ef1 g\u00f3p m\u1eb7t c\u1ee7a nh\u1eefng b\u1ed9 \u00f3c ki\u1ec7t xu\u1ea5t nh\u01b0 Peter Norvig hay Tim Shi, d\u1ef1 \u00e1n n\u00e0y kh\u00f4ng \u0111i theo l\u1ed1i m\u00f2n c\u1ee7a vi\u1ec7c x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m \u0111\u01a1n thu\u1ea7n. Thay v\u00e0o \u0111\u00f3, h\u1ecd \u0111ang \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o Recursive Superintelligence \u2013 kh\u00e1i ni\u1ec7m v\u1ec1 m\u1ed9t m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 c\u1ea3i thi\u1ec7n theo \u0111\u1ec7 quy, t\u1ef1 nh\u1eadn di\u1ec7n khi\u1ebfm khuy\u1ebft v\u00e0 t\u1ef1 t\u00e1i c\u1ea5u tr\u00fac m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p t\u1eeb con ng\u01b0\u1eddi.<\/p>\n

Gi\u1ea3i m\u00e3 c\u01a1 ch\u1ebf t\u1ef1 ti\u1ebfn h\u00f3a trong h\u1ec7 sinh th\u00e1i s\u1ed1<\/h2>\n

Kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i c\u1ee7a Recursive Superintelligence n\u1eb1m \u1edf t\u01b0 duy “open-endedness” (t\u00ednh m\u1edf). Trong khi nhi\u1ec1u ph\u00f2ng th\u00ed nghi\u1ec7m hi\u1ec7n nay ch\u1ec9 d\u1eebng l\u1ea1i \u1edf m\u1ee9c \u0111\u1ed9 t\u1ed1i \u01b0u h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3, m\u00f4 h\u00ecnh m\u00e0 \u0111\u1ed9i ng\u0169 c\u1ee7a Socher h\u01b0\u1edbng t\u1edbi l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n t\u1eeb kh\u00e2u l\u00ean \u00fd t\u01b0\u1edfng, th\u1ef1c thi cho \u0111\u1ebfn x\u00e1c th\u1ef1c c\u00e1c \u0111\u1ed9t ph\u00e1 nghi\u00ean c\u1ee9u. \u0110i\u1ec1u n\u00e0y g\u1ee3i li\u00ean t\u01b0\u1edfng \u0111\u1ebfn nh\u1eefng n\u1ed7 l\u1ef1c trong vi\u1ec7c \u0111\u01b0a t\u01b0 duy logic v\u00e0o h\u1ea1 t\u1ea7ng, n\u01a1i m\u00e0 s\u1ef1 s\u00e1ng t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 \u0111\u1eb7c quy\u1ec1n c\u1ee7a con ng\u01b0\u1eddi, nh\u01b0 c\u00e1ch Lovable \u0111ang \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o t\u01b0\u01a1ng lai s\u00e1ng t\u1ea1o kh\u00f4ng gi\u1edbi h\u1ea1n qua vibe coding trong ph\u1ea7n c\u1ee9ng<\/a>.<\/p>\n

C\u01a1 ch\u1ebf n\u00e0y m\u00f4 ph\u1ecfng s\u1ef1 ti\u1ebfn h\u00f3a sinh h\u1ecdc, n\u01a1i c\u00e1c t\u00e1c nh\u00e2n li\u00ean t\u1ee5c th\u00edch nghi v\u00e0 ph\u1ea3n h\u1ed3i l\u1eabn nhau. M\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u00e1p d\u1ee5ng l\u00e0 k\u1ef9 thu\u1eadt “rainbow teaming”. Thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o ki\u1ec3m \u0111\u1ecbnh th\u1ee7 c\u00f4ng t\u1eeb con ng\u01b0\u1eddi, h\u1ecd \u0111\u1ec3 hai h\u1ec7 th\u1ed1ng AI t\u01b0\u01a1ng t\u00e1c v\u1edbi nhau: m\u1ed9t b\u00ean t\u1ea5n c\u00f4ng, m\u1ed9t b\u00ean ph\u00f2ng th\u1ee7 qua h\u00e0ng tri\u1ec7u v\u00f2ng l\u1eb7p. K\u1ebft qu\u1ea3 l\u00e0 h\u1ec7 th\u1ed1ng t\u1ef1 ho\u00e0n thi\u1ec7n v\u00e0 n\u00e2ng cao kh\u1ea3 n\u0103ng ph\u00f2ng v\u1ec7 m\u1ed9t c\u00e1ch t\u1ef1 ch\u1ee7, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u00e1ch c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 OpenAI Codex \u0111ang t\u1ea1o ra nh\u1eefng b\u01b0\u1edbc ti\u1ebfn m\u1edbi trong h\u1ec7 sinh th\u00e1i s\u1ed1<\/a> khi \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u h\u01a1n v\u00e0o thi\u1ebft b\u1ecb c\u00e1 nh\u00e2n.<\/p>\n

Ranh gi\u1edbi mong manh gi\u1eefa t\u00e0i nguy\u00ean t\u00ednh to\u00e1n v\u00e0 tr\u00ed tu\u1ec7<\/h2>\n

Khi ti\u1ebfn t\u1edbi m\u1ed9t th\u1ef1c th\u1ec3 c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 c\u1ea3i thi\u1ec7n, s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n (compute) tr\u1edf th\u00e0nh \u0111\u01a1n v\u1ecb ti\u1ec1n t\u1ec7 duy nh\u1ea5t quy\u1ebft \u0111\u1ecbnh v\u1eadn t\u1ed1c ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7. Richard Socher cho r\u1eb1ng, ch\u00fang ta \u0111ang b\u01b0\u1edbc v\u00e0o m\u1ed9t th\u1eddi \u0111\u1ea1i m\u00e0 vi\u1ec7c ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean t\u00ednh to\u00e1n s\u1ebd l\u00e0 c\u00e2u h\u1ecfi l\u1edbn nh\u1ea5t c\u1ee7a nh\u00e2n lo\u1ea1i. Khi AI c\u00f3 th\u1ec3 t\u1ef1 nghi\u00ean c\u1ee9u, t\u1ed1c \u0111\u1ed9 c\u1ea3i ti\u1ebfn s\u1ebd v\u01b0\u1ee3t kh\u1ecfi t\u1ea7m ki\u1ec3m so\u00e1t c\u1ee7a c\u00e1c quy tr\u00ecnh truy\u1ec1n th\u1ed1ng. Trong vi\u1ec5n c\u1ea3nh \u0111\u00f3, vi\u1ec7c “\u0111\u1ea7u t\u01b0” s\u1ee9c m\u1ea1nh x\u1eed l\u00fd v\u00e0o c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 nh\u01b0 y t\u1ebf hay c\u00f4ng ngh\u1ec7 v\u1eadt li\u1ec7u s\u1ebd tr\u1edf th\u00e0nh \u01b0u ti\u00ean chi\u1ebfn l\u01b0\u1ee3c, thay v\u00ec ch\u1ec9 \u0111\u01a1n thu\u1ea7n ch\u1ea1y theo s\u1ed1 l\u01b0\u1ee3ng m\u00f4 h\u00ecnh.<\/p>\n

Vi\u1ec7c d\u1ecbch chuy\u1ec3n tr\u1ecdng t\u00e2m t\u1eeb c\u00e1c “ph\u00f2ng th\u00ed nghi\u1ec7m truy\u1ec1n th\u1ed1ng” sang c\u1ea5u tr\u00fac c\u1ee7a Recursive Superintelligence kh\u00f4ng ch\u1ec9 l\u00e0 s\u1ef1 thay \u0111\u1ed5i v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p, m\u00e0 c\u00f2n l\u00e0 s\u1ef1 thay \u0111\u1ed5i v\u1ec1 t\u01b0 duy qu\u1ea3n tr\u1ecb t\u00e0i nguy\u00ean. Gi\u1eefa b\u1ed1i c\u1ea3nh SpaceXAI \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 bi\u1ebfn \u0111\u1ed9ng nh\u00e2n s\u1ef1 v\u00e0 l\u00e0n s\u00f3ng ch\u1ea3y m\u00e1u ch\u1ea5t x\u00e1m<\/a>, s\u1ef1 ra \u0111\u1eddi c\u1ee7a nh\u1eefng d\u1ef1 \u00e1n t\u1eadp trung v\u00e0o nghi\u00ean c\u1ee9u thu\u1ea7n t\u00fay nh\u01b0 c\u1ee7a Socher cho th\u1ea5y m\u1ed9t h\u01b0\u1edbng \u0111i kh\u00e1c bi\u1ec7t: l\u1ea5y t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0m c\u1ed1t l\u00f5i \u0111\u1ec3 duy tr\u00ec t\u00ednh b\u1ec1n v\u1eefng. C\u00e1c c\u1ed9t m\u1ed1c s\u1ea3n ph\u1ea9m s\u1ebd kh\u00f4ng c\u00f2n \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng nhi\u1ec1u n\u0103m, m\u00e0 c\u00f3 th\u1ec3 l\u00e0 t\u1eebng qu\u00fd, khi h\u1ec7 th\u1ed1ng b\u1eaft \u0111\u1ea7u t\u1ef1 gi\u1ea3i m\u00e3 nh\u1eefng gi\u1edbi h\u1ea1n to\u00e1n h\u1ecdc v\u00e0 k\u1ef9 thu\u1eadt c\u1ee7a ch\u00ednh n\u00f3.<\/p>\n

V\u01b0\u01a1n t\u1edbi nh\u1eefng gi\u1edbi h\u1ea1n v\u00f4 t\u1eadn<\/h2>\n

Khi \u0111\u01b0\u1ee3c h\u1ecfi v\u1ec1 th\u1eddi \u0111i\u1ec3m “ho\u00e0n t\u1ea5t”, Socher th\u1eb3ng th\u1eafn th\u1eeba nh\u1eadn r\u1eb1ng kh\u00e1i ni\u1ec7m n\u00e0y g\u1ea7n nh\u01b0 kh\u00f4ng t\u1ed3n t\u1ea1i. Gi\u1edbi h\u1ea1n c\u1ee7a tr\u00ed tu\u1ec7 v\u1eabn l\u00e0 m\u1ed9t \u1ea9n s\u1ed1 thi\u00ean v\u0103n, v\u00e0 ch\u00fang ta \u0111ang \u1edf nh\u1eefng b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean c\u1ee7a h\u00e0nh tr\u00ecnh. Recursive Superintelligence kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u, m\u00e0 l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c \u0111\u1ec3 t\u1ea1o ra m\u1ed9t “b\u1ed9 n\u00e3o” c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 nh\u1eadn th\u1ee9c v\u1ec1 s\u1ef1 thi\u1ebfu h\u1ee5t c\u1ee7a ch\u00ednh n\u00f3. S\u1ef1 t\u1ef1 nh\u1eadn th\u1ee9c n\u00e0y \u2013 d\u00f9 v\u1eabn \u1edf m\u1ee9c \u0111\u1ed9 k\u1ef9 thu\u1eadt \u2013 ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 v\u01b0\u1ee3t qua c\u00e1c r\u00e0o c\u1ea3n s\u00e1ng t\u1ea1o hi\u1ec7n h\u1eefu, bi\u1ebfn nh\u1eefng \u0111i\u1ec1u kh\u00f4ng th\u1ec3 th\u00e0nh c\u00f3 th\u1ec3 trong m\u1ed9t t\u01b0\u01a1ng lai n\u01a1i m\u00e1y m\u00f3c b\u1eaft \u0111\u1ea7u ki\u1ebfn t\u1ea1o th\u1ebf gi\u1edbi c\u1ee7a ch\u00ednh ch\u00fang.<\/p>\n

B\u00e0i vi\u1ebft \u0111\u00e3 \u0111\u01b0\u1ee3c bi\u00ean t\u1eadp l\u1ea1i t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com Th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t c\u1ed9t m\u1ed1c mang t\u00ednh b\u01b0\u1edbc ngo\u1eb7t khi Recursive Superintelligence, m\u1ed9t startup c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i San Francisco, v\u1eeba ch\u00ednh th\u1ee9c b\u01b0\u1edbc ra kh\u1ecfi b\u00f3ng t\u1ed1i v\u1edbi ngu\u1ed3n v\u1ed1n 650 tri\u1ec7u USD. D\u01b0\u1edbi s\u1ef1 d\u1eabn d\u1eaft c\u1ee7a Richard Socher \u2013 m\u1ed9t g\u01b0\u01a1ng m\u1eb7t k\u1ef3 […]<\/p>\n","protected":false},"author":1,"featured_media":15125,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[39],"tags":[],"class_list":["post-15127","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chung-khoang-my-va-pho-wall"],"_links":{"self":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/15127","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/comments?post=15127"}],"version-history":[{"count":0,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/15127\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media\/15125"}],"wp:attachment":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media?parent=15127"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/categories?post=15127"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/tags?post=15127"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}