{"id":39801,"date":"2025-07-20T12:36:03","date_gmt":"2025-07-20T04:36:03","guid":{"rendered":"https:\/\/www.1ai.net\/?p=39801"},"modified":"2025-07-20T12:36:03","modified_gmt":"2025-07-20T04:36:03","slug":"%e5%9b%9e%e5%ba%94%e6%92%a4%e7%a6%bb%e4%b8%ad%e5%9b%bd%e5%b8%82%e5%9c%ba%e5%8e%9f%e5%9b%a0%ef%bc%8cmanus-%e9%a6%96%e5%ba%a6%e6%8a%ab%e9%9c%b2%e6%8a%80%e6%9c%af%e4%be%a7%e7%bb%8f%e9%aa%8c%e6%95%99","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/39801.html","title":{"rendered":"Responding to the reasons for its withdrawal from the Chinese market, Manus reveals for the first time the lessons learned on the technical side."},"content":{"rendered":"<p><a href=\"https:\/\/www.1ai.net\/en\/tag\/manus\" title=\"[View articles tagged with [Manus]]\" target=\"_blank\" >Manus<\/a> Recent withdrawals<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e4%b8%ad%e5%9b%bd%e5%b8%82%e5%9c%ba\" title=\"[Sees articles with labels]\" target=\"_blank\" >Chinese market<\/a>The official explanation of the reason is mainly based on the adjustment of operation efficiency and internationalization layout.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-39802\" title=\"8a6e3cc5j00szokqb001sd000u000gsm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/07\/8a6e3cc5j00szokqb001sd000u000gsm.jpg\" alt=\"8a6e3cc5j00szokqb001sd000u000gsm\" width=\"1080\" height=\"604\" \/><\/p>\n<p>On July 19th, Manus co-founder Ji Yichao posted a long blog to review in depth the technical aspects of the company since its inception. <a href=\"https:\/\/www.1ai.net\/en\/tag\/agent\" title=\"[View articles tagged with [Agent]]\" target=\"_blank\" >Agent<\/a>(Intelligent body) development and training lessons learned. According to Yichao Ji, the reason why the Manus team chose \"shell\" instead of self-developed large models was based on the bitter lessons learned from the previous venture, and decided to do \"contextual engineering\" based on open source or commercial large models to build intelligences. However, this process is not simple, the team went through 4 times of intelligent body framework adjustment before realizing the local optimal solution.<\/p>\n<p>By looking back at the entrepreneurial journey of the past few months, Ji Yichao summarized a series of experiences for entrepreneurs in the intelligent body track. He pointed out that the future of AI intelligent bodies lies in contextual design, rather than simply competing in modeling capabilities.<\/p>\n<p>It is worth noting that Ji Yichao's long article is mainly a technical review and discussion, but did not directly respond to market concerns about layoffs, relocation to Singapore, withdrawal from the Chinese market and other topics.<\/p>","protected":false},"excerpt":{"rendered":"<p>Manus has recently withdrawn from the Chinese market, emptied its domestic social media accounts, and shifted to the overseas market, officially explaining that the reason is based on the adjustment of operational efficiency and internationalization layout. On July 19th, Manus co-founder Ji Yichao posted a long blog post, reviewing the lessons learned in agent development and training from a technical perspective. According to Yichao Ji, the reason why Manus team chose \"shell\" instead of self-developed large models is based on the bitter lessons learned from the previous startup, and decided to do \"contextual engineering\" based on open-source or commercial large models to build intelligent bodies. However, this process is not simple, and the team has gone through 4 adjustments of the intelligent body framework before realizing the local optimal solution. By looking back on the past few months, Yichao Ji<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[146],"tags":[1405,5895,6390],"collection":[],"class_list":["post-39801","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-manus","tag-6390"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/39801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=39801"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/39801\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=39801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=39801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=39801"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=39801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}