Can Manus, Restarting Its Life, Reshape the Game Rules for AI's Global Expansion?

marsbit發佈於 2026-08-14更新於 2026-08-14

文章摘要

Manus, an AI company that experienced a meteoric rise in March 2025, a $2-3 billion acquisition by Meta, a regulatory block in China in April 2026, and an eventual buyback by its original Chinese investors, has regained its independence. Its relaunch coincides with the formal implementation of China's new "Regulations on Outbound Investment" (State Council Decree No. 837) as of July 1, which emphasizes compliance from a venture's foundational structure. Analysis suggests Manus became a cautionary tale due to "opportunistic restructuring"—moving its main entity to Singapore during a policy gray area after gaining significant user traction, rather than establishing a compliant global architecture from inception. Its core competency was seen as product integration and first-mover advantage, not insurmountable technical barriers, leaving it vulnerable when regulatory and scrutiny pressures mounted. The incident, however, hasn't cooled investor enthusiasm for AI出海 (AI going global). Capital remains active but more discerning, now heavily prioritizing ventures with legally sound, forward-designed global structures over reactive "re-domiciling." A contrasting example is Singapore-based ccMonet.AI, which established its commercial and legal headquarters overseas from day one, outsourcing R&D to China for efficiency while maintaining clear compliance. A key trend emerging is the growing bifurcation for AI startups: deeply serving either the domestic Chinese market or focusing squar...

Article | Aurora AI Lab, Author | Li Xiaotian

Just as the entire AI community was almost forgetting it, Manus has returned.

On August 11, Manus published a letter to its users on its official website: it will soon resume its status as an independent company and continue serving global users. The letter did not mention the specific progress of the buyback by old shareholders such as Tencent and ZhenFund, maintaining a tone so restrained as to be almost devoid of waves. The only detail worth noting is hidden in the appendix: to meet specific regional regulatory requirements, some user data generated after December 29, 2025, will be deleted between August 23 and 24—the very day Meta announced its acquisition of Manus. Drawing a data boundary to conclude an acquisition relationship is, in a sense, the most dignified way for Manus and Meta to part.

From its overnight explosion in popularity in March 2025, to its sale to Meta at a valuation of $2-3 billion by year's end, then to the Chinese regulators halting the deal in April 2026, and ultimately being bought back by domestic old shareholders to regain independence, Manus compressed the plotlines most startups might not experience in a lifetime into just over a year. And the moment of its restart happens to coincide with the aftermath of another event: the "State Council Regulations on Outbound Investment" (State Council Decree No. 837) officially came into effect on July 1.

Looking at these two events together is more interesting than viewing either alone.

A New Regulation, A Cautionary Tale

Decree 837 was adopted at the 83rd Executive Meeting of the State Council on April 17, 2026. Comprising 34 articles, it clarifies the scope of application for outbound investment (overseas investment). Its purpose is "to promote high-standard opening up and facilitate the high-quality development of outbound investment," while simultaneously "safeguarding national sovereignty, security, and development interests." The regulation emphasizes that investors have the right to make autonomous decisions regarding outbound investment according to law and bear their own risks and profits/losses—however, the premise of this autonomy is legal and compliant structuring from the very beginning of the entity's establishment.

Ellen (who previously led investments for a US-dollar fund in China and is now engaged in AI outbound investment and growth services in Singapore) believes this new regulation and the Manus incident are almost two sides of the same logic: the policy is defining the bottom line, while Manus precisely stepped into the gray area during a period of ambiguous policy. In her view, Manus's problem was neither a lack of funds nor a lack of users, but "opportunistic shell-shifting"—the company completed the transfer from a Chinese entity to a Singaporean entity during the policy gray area, failing to clarify its compliant structure at the outset. Coupled with the product's own high-profile nature, it attracted far more attention than expected during a sensitive window.

This assessment aligns with Manus's own technical foundation: Chief Scientist Ji Yichao publicly admitted that Manus is built upon external model capabilities like Claude and Qwen, along with various open-source technologies. Its core competitiveness lies not in a piece of underlying code that others cannot write, but in product integration capabilities and the user mindshare it established ahead of the curve in March 2025.

In other words, Manus lacked the technological moat to justify its high profile. Once backlashed by structural issues and public scrutiny, it had almost no buffer.

Post-Manus, What Constitutes "Robust Global Expansion"?

The collapse of Manus does not mean the path of global expansion itself is unviable. Viewed in the current market context, there are at least two layers of reality worth unpacking.

Firstly, investor enthusiasm has not cooled because of the Manus incident. According to Ellen, top US-dollar funds in Singapore and Australia are specifically hiring investment managers fluent in Chinese to scout projects from Chinese AI entrepreneurs targeting global markets; the investment logic of domestic US-dollar funds has not significantly tightened due to the Manus event either, with capital still actively flowing into projects targeting overseas markets—geopolitical tensions have not reduced the amount of money, but made it more discerning.

Simultaneously, compliance has become particularly crucial. Investors now scrutinize structure: one type of project is positioned for the global market from day one, directly adopting an overseas entity; the other is the "Manus-style late-stage shell shift," moving operations abroad only after scaling up. The former is design, the latter is remediation, and the cost of remediation is often endless compliance loopholes—this is precisely the gap Decree 837 aims to plug: companies must respect the red lines on the Chinese side while also meeting the data security and business compliance requirements of the target market. There is no choice between dual compliance.

Image Source: Manus Official Website

However, upfront structuring can easily be confused with a more superficial operation—changing a registered address to pose as a "foreign company." Zhu Xiaohu, an investor, drew a clear line regarding this boundary at a previous public event: "No matter where you move your company, investors and clients know, they will still treat you as a Chinese company. Pretending is useless." His example was also quite pointed: several companies recently moved their headquarters to the US, hoping a change of address would secure Silicon Valley funding. The financing didn't materialize, and they came back looking for Chinese investors again—"a wasted move."

In this regard, Ellen shared with Aurora AI a reference case that can serve as a comparison group with Manus: ccMonet.AI, an AI-native finance company based in Singapore—providing bookkeeping, reconciliation, and tax automation for SMEs, promoting "AI processing + certified accountant review." It has served over 1000 enterprise clients, with a presence in Singapore, the US, and the UK. The legal entity, 2ND BRAIN PTE. LTD., is registered in Singapore. Founder Hua Mao is a serial entrepreneur spanning both China and Singapore. Since 2022, the headquarters and business entity have been based in Singapore from day one, with R&D outsourced to a team in China, leveraging the efficiency advantage of Chinese R&D. The compliant structure was completed from the starting point, avoiding the need to retroactively fix things after the company grows.

The Market is Forcing a Choice, and Product Forms are Fragmenting Accordingly

Additionally, Ellen mentioned a more structural trend: AI startups are being pushed towards a binary choice of "either deeply cultivating the domestic market or focusing exclusively on overseas markets." Attempting to cover both is extremely difficult.

Behind this lies a pragmatic recognition. An investor close to Manus told media, "For top-tier talent, mobility is non-existent; if you're going to start a business, that venture is inevitably tied to a specific time and place. The new generation of entrepreneurs in China today, being among the smartest in the population, should possess sufficient ability to interpret these things."

This also means companies must clarify their positioning early. If adopting the "R&D in China, sales overseas" route, the optimal solution is for the overseas company to handle only sales, with core technology entirely retained domestically, avoiding compliance issues related to technology export/transfer at the root. As long as overseas sales performance is stable, or the product is based on open-source models, subsequent overseas financing and listing will not face major obstacles. However, if seeking to package R&D and overseas sales together for a higher valuation, one must clearly define whether the company's primary domicile is China or the US. These two will face entirely different Chinese technology export control requirements, necessitating comprehensive planning in advance.

For AI companies expanding globally, the choice between B2B and B2C sectors is a strategic proposition equally critical as defining the primary market.

In Zhu Xiaohu's view, targeting C-end users, Chinese entrepreneurs face "virtually no rivals" in the global market—nearly all consumer apps reaching tens of billions in valuation over the past decade have come from Chinese teams. This is also why US VCs have been less inclined to invest in the Consumer sector recently. However, targeting enterprises, especially selling to large US corporations, Go-to-Market is a tough battle, with long procurement cycles and slow trust-building. He delineated a watershed at $50 million in ARR (Annual Recurring Revenue): before that, Product-Led Growth (PLG) can sustain the company; after that, a shift to Sales-Led Growth (SLG) is necessary, building a sales team capable of penetrating local relationship networks—a step where the difficulty increases sharply for Chinese founders.

Zhu Xiaohu's conclusion represents the current consensus of many frontline investors: compliant structure determines whether you can survive, while product power and profitability determine how well you survive. After Decree 837 takes effect, "upfront structuring" will transition from a smart choice to a compulsory course for everyone. And Manus's dramatic year-long journey has proven one thing—the window of opportunity waits for no one. Policy gray areas might seem like opportunities, but the price is often settled only after the window closes.

熱門幣種推薦

相關問答

QWhat is the main reason Ellen identifies for Manus's compliance issues according to the article?

AEllen identifies the main reason as 'speculative shell-switching'—Manus transferred its corporate structure from a Chinese entity to a Singaporean one during a period of ambiguous regulations, rather than establishing a compliant global structure from the outset.

QWhat does Zhu Xiaohu's statement, 'No matter where you move your company, investors and customers still consider it a Chinese company', imply for AI companies seeking to go global?

AIt implies that superficially changing a company's registration address to appear 'foreign' is ineffective. The market perception of a company's origin is deeply rooted. True globalization requires a fundamental, well-planned corporate and operational structure from the very beginning, not just a cosmetic change.

QAccording to the article, what are the two primary strategic paths AI startups are being pushed towards in the current market?

AAI startups are being pushed towards a binary choice: either deeply cultivating the domestic Chinese market or focusing exclusively on overseas markets. The article suggests that attempting to straddle both markets simultaneously is extremely difficult.

QWhat key lesson does the article suggest the Manus case demonstrates regarding regulatory 'windows of opportunity'?

AThe Manus case demonstrates that while a period of ambiguous regulations might appear to be an opportunity, the costs and consequences of operating in such a gray area are often settled only after the window closes. 'Architecture-first' compliance has become an essential strategy rather than an optional one.

QHow does the article contrast the Go-to-Market challenges for Chinese AI companies in B2C versus B2B sectors, especially in the US?

AThe article, citing Zhu Xiaohu, states that Chinese founders are 'unmatched globally' in the B2C consumer app sector. However, in the B2B sector, especially selling to large US enterprises, the Go-to-Market process is a 'hard battle' with long sales cycles and slow trust-building. A significant hurdle is transitioning from product-led growth to building a local sales-driven growth team capable of navigating complex enterprise networks.

你可能也喜歡

XRP活跃地址数激增84%,价格较历史高点下跌72%

在XRP生态系统中,网络活跃度与价格走势出现背离。分析师阿里·马丁内斯指出,XRP活跃地址数从8月1日的23,642个增至目前的43,543个,大幅增长84.18%。与此同时,XRP价格约为3.66美元的历史高点(2025年7月)低约71.7%。 当前市场焦点集中在1美元至1.06美元区间。这主要源于网络活动增加、大额持币者增持以及衍生品市场头寸变化。数据显示,过去一周大型持有者累积了超过3.8亿枚XRP,且月度图表上的Tom DeMark Sequential指标发出了买入信号。 背离现象部分源于XRP在逼近1美元高流动性区域时,未平仓合约兴趣上升,而现货交易量受限。若价格能守住1美元并重返1.06美元上方,当前头寸布局或支撑价格尝试反弹。反之,若跌破1美元,可能引发杠杆多头头寸的强平压力,尤其是在资金费率持续为正的背景下。 衍生品数据显示,自6月底以来,XRP资金费率多数时间为正,表明永续合约市场中多头头寸总体超过空头。尽管价格自6月中旬的1.20美元上方跌至8月12日的0.90美元,这种多头倾向依然存在,导致价格与衍生品头寸间出现脱节。 技术指标依然疲软。14日RSI为35.97,低于其均线39.95和中性水平50。MACD指标也呈负值,MACD线位于信号线下方,柱状图为负,显示看跌动能尚未扭转。 关键价位方面,守住1美元是测试1.06美元阻力的前提,据称该位置曾有近30亿XRP的交易记录。若失守1美元,代币可能进一步跌向0.98美元乃至0.93美元的流动性区域。

cryptonews.ru7 分鐘前

XRP活跃地址数激增84%,价格较历史高点下跌72%

cryptonews.ru7 分鐘前

交易

現貨

熱門文章

什麼是 $S$

理解 SPERO:全面概述 SPERO 簡介 隨著創新領域的不斷演變,web3 技術和加密貨幣項目的出現在塑造數字未來中扮演著關鍵角色。在這個動態領域中,SPERO(標記為 SPERO,$$s$)是一個引起關注的項目。本文旨在收集並呈現有關 SPERO 的詳細信息,以幫助愛好者和投資者理解其基礎、目標和在 web3 和加密領域內的創新。 SPERO,$$s$ 是什麼? SPERO,$$s$ 是加密空間中的一個獨特項目,旨在利用去中心化和區塊鏈技術的原則,創建一個促進參與、實用性和金融包容性的生態系統。該項目旨在以新的方式促進點對點互動,為用戶提供創新的金融解決方案和服務。 SPERO,$$s$ 的核心目標是通過提供增強用戶體驗的工具和平台來賦能個人。這包括使交易方式更加靈活、促進社區驅動的倡議,以及通過去中心化應用程序(dApps)創造金融機會的途徑。SPERO,$$s$ 的基本願景圍繞包容性展開,旨在彌合傳統金融中的差距,同時利用區塊鏈技術的優勢。 誰是 SPERO,$$s$ 的創建者? SPERO,$$s$ 的創建者身份仍然有些模糊,因為公開可用的資源對其創始人提供的詳細背景信息有限。這種缺乏透明度可能源於該項目對去中心化的承諾——這是一種許多 web3 項目所共享的精神,優先考慮集體貢獻而非個人認可。 通過將討論重心放在社區及其共同目標上,SPERO,$$s$ 體現了賦能的本質,而不特別突出某些個體。因此,理解 SPERO 的精神和使命比識別單一創建者更為重要。 誰是 SPERO,$$s$ 的投資者? SPERO,$$s$ 得到了來自風險投資家到天使投資者的多樣化投資者的支持,他們致力於促進加密領域的創新。這些投資者的關注點通常與 SPERO 的使命一致——優先考慮那些承諾社會技術進步、金融包容性和去中心化治理的項目。 這些投資者通常對不僅提供創新產品,還對區塊鏈社區及其生態系統做出積極貢獻的項目感興趣。這些投資者的支持強化了 SPERO,$$s$ 作為快速發展的加密項目領域中的一個重要競爭者。 SPERO,$$s$ 如何運作? SPERO,$$s$ 採用多面向的框架,使其與傳統的加密貨幣項目區別開來。以下是一些突顯其獨特性和創新的關鍵特徵: 去中心化治理:SPERO,$$s$ 整合了去中心化治理模型,賦予用戶積極參與決策過程的權力,關於項目的未來。這種方法促進了社區成員之間的擁有感和責任感。 代幣實用性:SPERO,$$s$ 使用其自己的加密貨幣代幣,旨在在生態系統內部提供多種功能。這些代幣使交易、獎勵和平台上提供的服務得以促進,增強了整體參與度和實用性。 分層架構:SPERO,$$s$ 的技術架構支持模塊化和可擴展性,允許在項目發展過程中無縫整合額外的功能和應用。這種適應性對於在不斷變化的加密環境中保持相關性至關重要。 社區參與:該項目強調社區驅動的倡議,採用激勵合作和反饋的機制。通過培養強大的社區,SPERO,$$s$ 能夠更好地滿足用戶需求並適應市場趨勢。 專注於包容性:通過提供低交易費用和用戶友好的界面,SPERO,$$s$ 旨在吸引多樣化的用戶群體,包括那些以前可能未曾參與加密領域的個體。這種對包容性的承諾與其通過可及性賦能的總體使命相一致。 SPERO,$$s$ 的時間線 理解一個項目的歷史提供了對其發展軌跡和里程碑的關鍵見解。以下是建議的時間線,映射 SPERO,$$s$ 演變中的重要事件: 概念化和構思階段:形成 SPERO,$$s$ 基礎的初步想法被提出,與區塊鏈行業內的去中心化和社區聚焦原則密切相關。 項目白皮書的發布:在概念階段之後,發布了一份全面的白皮書,詳細說明了 SPERO,$$s$ 的願景、目標和技術基礎設施,以吸引社區的興趣和反饋。 社區建設和早期參與:積極進行外展工作,建立早期採用者和潛在投資者的社區,促進圍繞項目目標的討論並獲得支持。 代幣生成事件:SPERO,$$s$ 進行了一次代幣生成事件(TGE),向早期支持者分發其原生代幣,並在生態系統內建立初步流動性。 首次 dApp 上線:與 SPERO,$$s$ 相關的第一個去中心化應用程序(dApp)上線,允許用戶參與平台的核心功能。 持續發展和夥伴關係:對項目產品的持續更新和增強,包括與區塊鏈領域其他參與者的戰略夥伴關係,使 SPERO,$$s$ 成為加密市場中一個具有競爭力和不斷演變的參與者。 結論 SPERO,$$s$ 是 web3 和加密貨幣潛力的見證,能夠徹底改變金融系統並賦能個人。憑藉對去中心化治理、社區參與和創新設計功能的承諾,它為更具包容性的金融環境鋪平了道路。 與任何在快速發展的加密領域中的投資一樣,潛在的投資者和用戶都被鼓勵進行徹底研究,並對 SPERO,$$s$ 的持續發展進行深思熟慮的參與。該項目展示了加密行業的創新精神,邀請人們進一步探索其無數可能性。儘管 SPERO,$$s$ 的旅程仍在展開,但其基礎原則確實可能影響我們在互聯網數字生態系統中如何與技術、金融和彼此互動的未來。

515 人學過發佈於 2024.12.17更新於 2024.12.17

什麼是 $S$

什麼是 AGENT S

Agent S:Web3中自主互動的未來 介紹 在不斷演變的Web3和加密貨幣領域,創新不斷重新定義個人如何與數字平台互動。Agent S是一個開創性的項目,承諾通過其開放的代理框架徹底改變人機互動。Agent S旨在簡化複雜任務,為人工智能(AI)提供變革性的應用,鋪平自主互動的道路。本詳細探索將深入研究該項目的複雜性、其獨特特徵以及對加密貨幣領域的影響。 什麼是Agent S? Agent S是一個突破性的開放代理框架,專門設計用來解決計算機任務自動化中的三個基本挑戰: 獲取特定領域知識:該框架智能地從各種外部知識來源和內部經驗中學習。這種雙重方法使其能夠建立豐富的特定領域知識庫,提升其在任務執行中的表現。 長期任務規劃:Agent S採用經驗增強的分層規劃,這是一種戰略方法,可以有效地分解和執行複雜任務。此特徵顯著提升了其高效和有效地管理多個子任務的能力。 處理動態、不均勻的界面:該項目引入了代理-計算機界面(ACI),這是一種創新的解決方案,增強了代理和用戶之間的互動。利用多模態大型語言模型(MLLMs),Agent S能夠無縫導航和操作各種圖形用戶界面。 通過這些開創性特徵,Agent S提供了一個強大的框架,解決了自動化人機互動中涉及的複雜性,為AI及其他領域的無數應用奠定了基礎。 誰是Agent S的創建者? 儘管Agent S的概念根本上是創新的,但有關其創建者的具體信息仍然難以捉摸。創建者目前尚不清楚,這突顯了該項目的初期階段或戰略選擇將創始成員保密。無論是否匿名,重點仍然在於框架的能力和潛力。 誰是Agent S的投資者? 由於Agent S在加密生態系統中相對較新,關於其投資者和財務支持者的詳細信息並未明確記錄。缺乏對支持該項目的投資基礎或組織的公開見解,引發了對其資金結構和發展路線圖的質疑。了解其支持背景對於評估該項目的可持續性和潛在市場影響至關重要。 Agent S如何運作? Agent S的核心是尖端技術,使其能夠在多種環境中有效運作。其運營模型圍繞幾個關鍵特徵構建: 類人計算機互動:該框架提供先進的AI規劃,力求使與計算機的互動更加直觀。通過模仿人類在任務執行中的行為,承諾提升用戶體驗。 敘事記憶:用於利用高級經驗,Agent S利用敘事記憶來跟蹤任務歷史,從而增強其決策過程。 情節記憶:此特徵為用戶提供逐步指導,使框架能夠在任務展開時提供上下文支持。 支持OpenACI:Agent S能夠在本地運行,使用戶能夠控制其互動和工作流程,與Web3的去中心化理念相一致。 與外部API的輕鬆集成:其多功能性和與各種AI平台的兼容性確保了Agent S能夠無縫融入現有技術生態系統,成為開發者和組織的理想選擇。 這些功能共同促成了Agent S在加密領域的獨特地位,因為它以最小的人類干預自動化複雜的多步任務。隨著項目的發展,其在Web3中的潛在應用可能重新定義數字互動的展開方式。 Agent S的時間線 Agent S的發展和里程碑可以用一個時間線來概括,突顯其重要事件: 2024年9月27日:Agent S的概念在一篇名為《一個像人類一樣使用計算機的開放代理框架》的綜合研究論文中推出,展示了該項目的基礎工作。 2024年10月10日:該研究論文在arXiv上公開,提供了對框架及其基於OSWorld基準的性能評估的深入探索。 2024年10月12日:發布了一個視頻演示,提供了對Agent S能力和特徵的視覺洞察,進一步吸引潛在用戶和投資者。 這些時間線上的標記不僅展示了Agent S的進展,還表明了其對透明度和社區參與的承諾。 有關Agent S的要點 隨著Agent S框架的持續演變,幾個關鍵特徵脫穎而出,強調其創新性和潛力: 創新框架:旨在提供類似人類互動的直觀計算機使用,Agent S為任務自動化帶來了新穎的方法。 自主互動:通過GUI自主與計算機互動的能力標誌著向更智能和高效的計算解決方案邁進了一步。 複雜任務自動化:憑藉其強大的方法論,能夠自動化複雜的多步任務,使過程更快且更少出錯。 持續改進:學習機制使Agent S能夠從過去的經驗中改進,不斷提升其性能和效率。 多功能性:其在OSWorld和WindowsAgentArena等不同操作環境中的適應性確保了它能夠服務於廣泛的應用。 隨著Agent S在Web3和加密領域中的定位,其增強互動能力和自動化過程的潛力標誌著AI技術的一次重大進步。通過其創新框架,Agent S展現了數字互動的未來,為各行各業的用戶承諾提供更無縫和高效的體驗。 結論 Agent S代表了AI與Web3結合的一次大膽飛躍,具有重新定義我們與技術互動方式的能力。儘管仍處於早期階段,但其應用的可能性廣泛且引人入勝。通過其全面的框架解決關鍵挑戰,Agent S旨在將自主互動帶到數字體驗的最前沿。隨著我們深入加密貨幣和去中心化的領域,像Agent S這樣的項目無疑將在塑造技術和人機協作的未來中發揮關鍵作用。

1.3k 人學過發佈於 2025.01.14更新於 2025.01.14

什麼是 AGENT S

如何購買S

歡迎來到HTX.com!在這裡,購買Sonic (S)變得簡單而便捷。跟隨我們的逐步指南,放心開始您的加密貨幣之旅。第一步:創建您的HTX帳戶使用您的 Email、手機號碼在HTX註冊一個免費帳戶。體驗無憂的註冊過程並解鎖所有平台功能。立即註冊第二步:前往買幣頁面,選擇您的支付方式信用卡/金融卡購買:使用您的Visa或Mastercard即時購買Sonic (S)。餘額購買:使用您HTX帳戶餘額中的資金進行無縫交易。第三方購買:探索諸如Google Pay或Apple Pay等流行支付方式以增加便利性。C2C購買:在HTX平台上直接與其他用戶交易。HTX 場外交易 (OTC) 購買:為大量交易者提供個性化服務和競爭性匯率。第三步:存儲您的Sonic (S)購買Sonic (S)後,將其存儲在您的HTX帳戶中。您也可以透過區塊鏈轉帳將其發送到其他地址或者用於交易其他加密貨幣。第四步:交易Sonic (S)在HTX的現貨市場輕鬆交易Sonic (S)。前往您的帳戶,選擇交易對,執行交易,並即時監控。HTX為初學者和經驗豐富的交易者提供了友好的用戶體驗。

2.9k 人學過發佈於 2025.01.15更新於 2026.06.02

如何購買S

相關討論

歡迎來到 HTX 社群。在這裡,您可以了解最新的平台發展動態並獲得專業的市場意見。 以下是用戶對 S (S)幣價的意見。

活动图片