{"id":172064,"date":"2025-09-27T05:25:30","date_gmt":"2025-09-27T05:25:30","guid":{"rendered":"https:\/\/www.newsbeep.com\/au\/172064\/"},"modified":"2025-09-27T05:25:30","modified_gmt":"2025-09-27T05:25:30","slug":"alibaba-gets-agi-pilled-by-jordan-schneider-and-afra","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/au\/172064\/","title":{"rendered":"Alibaba Gets AGI-pilled &#8211; by Jordan Schneider and afra"},"content":{"rendered":"<p>We\u2019re running a guest column from <\/p>\n<p>\u2019s excellent  substack about Alibaba claiming to go all-in on AGI.<\/p>\n<p>Afra\u2019s article extends <a href=\"https:\/\/www.chinatalk.media\/p\/is-china-agi-pilled\" rel=\"nofollow noopener\" target=\"_blank\">our imaged Platonic dialogue we ran in April<\/a> which noted that very few leading voices in China had anything utopian to say about AI\u2019s possibilities. Afra makes a compelling case for Ali CEO Wu as a believer, and I too thought he seemed sincere in his delivery. However, the fact that the stock popped at the growth of its cloud business and <a href=\"https:\/\/www.caixin.com\/2025-02-24\/102291489.html?originReferrer=caixinsearch_pc\" rel=\"nofollow noopener\" target=\"_blank\">reiteration<\/a> to spend $50bn over three years in AI capex probably has more explanatory power for this narrative shift than anything else. As seen across Nvidia, OpenAI, and Oracle\u2019s valuations, global capital markets have made it clear they want to put money where AI hitting has enormous upside.<\/p>\n<p>Beyond its cloud business, Alibaba has a world-class AI research team. Given that, according to <\/p>\n<p>\u2019s <a href=\"https:\/\/substack.com\/home\/post\/p-171165224?fbclid=IwY2xjawNC34xleHRuA2FlbQIxMABicmlkETFOaEZCbDdxRUVpNTkzRmZYAR6J_kfMYsJjvJBYEcNYiMKwJWzJhgDN11QY_2Ln27FRI0-ngwJqIyEfwrv2EA_aem_J4LM2KsJ0fGhUIEjcB9hDw\" rel=\"nofollow noopener\" target=\"_blank\">highly scientific tier list<\/a>, their Qwen team is the only AI lab in China besides Deepseek at the frontier, leadership has every financial incentive to pump this narrative that it\u2019s also China\u2019s most pilled company.<a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!y86L!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2aff76bf-bd04-46b7-89e0-ddbb0e198aa7_1326x812.png\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2025\/09\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/2aff76bf-bd04-46b7-89e0-ddbb0e198aa7_1326.jpeg\" width=\"530\" height=\"324.5550527903469\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/2aff76bf-bd04-46b7-89e0-ddbb0e198aa7_1326x812.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:812,&quot;width&quot;:1326,&quot;resizeWidth&quot;:530,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   fetchpriority=\"high\" class=\"sizing-normal\"\/><\/a><\/p>\n<p>It\u2019s also a good time to remind you that even the money Alibaba, China\u2019s biggest AI spender, will put into securing compute pales in comparison to the western hyperscalers\u2019 buildouts. Many of the firms with big numbers on this chart like Bytedance and Ali are mostly into accessing Nvidia chips outside the PRC, as there aren\u2019t enough Ascends being built this year or next to absorb all of this projected capex.<\/p>\n<p>And now, Afra on Alibaba and China\u2019s AGI vibe shift.<\/p>\n<p>AI technologists in China are almost always utilitarian and practical. There\u2019s an AGI \u201cfaith gap\u201d\u2014people don\u2019t believe in it, but constantly talk about this buzzword. A deeper epistemological divide shapes how each culture approaches technological prophecy. Silicon Valley\u2019s AGI discourse operates like what Kevin Kelly calls \u201ctechnium\u201d thinking\u2014technology as an autonomous force with its own evolutionary trajectory. Chinese tech culture, by contrast, remains fundamentally instrumentalist.<\/p>\n<p>The manufacturing advantage directly creates a scene where Chinese founders focus on hardware, consumer apps, SaaS (but only targeting overseas users), and open-sourced LLMs that are cheaper to train and more efficient. Less focus on debates about doomerism and superintelligence races. Big tech CEOs love keywords like \u201cempowering thousands of industries\u201d and \u201cinclusive AI,\u201d rarely discussing surpassing humans or cosmic ultimate questions. In China, there aren\u2019t equivalents of polymathic leaders like Demis Hassabis or prophets like Ilya Sutskever\u2014people who understand foundational AI technology while constructing fearsome yet alluring AI futures in others\u2019 minds, much less a Chinese Eliezer Yudkowsky who focuses on existential risks.<\/p>\n<p>But that seems to be changing.<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!LCDp!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F110e1b9d-6de8-4678-857f-1a4d7c474401_1448x856.jpeg\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2025\/09\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/110e1b9d-6de8-4678-857f-1a4d7c474401_1448.jpeg\" width=\"582\" height=\"344.0552486187845\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/110e1b9d-6de8-4678-857f-1a4d7c474401_1448x856.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:856,&quot;width&quot;:1448,&quot;resizeWidth&quot;:582,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Cao Fei, Live in RMB City, 2009.\u00a9 Cao Fei. Courtesy Spru\u0308th Magers and Vitamin Creative Space.&quot;,&quot;title&quot;:&quot;Cao Fei, Live in RMB City, 2009.\u00a9 Cao Fei. Courtesy Spru\u0308th Magers and Vitamin Creative Space.&quot;,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"Cao Fei, Live in RMB City, 2009.\u00a9 Cao Fei. Courtesy Spru\u0308th Magers and Vitamin Creative Space.\" title=\"Cao Fei, Live in RMB City, 2009.\u00a9 Cao Fei. Courtesy Spru\u0308th Magers and Vitamin Creative Space.\"   loading=\"lazy\" fetchpriority=\"high\" class=\"sizing-normal\"\/><\/a>This is a clip from Cao Fei\u2019s surrealistic art project \u2018Live in RMB City\u2019 from 2009 which follows the first breaths, fears, and curiosities of newly born China Sun, the baby of China Tracy, in Second Life. It gives off some Sinofuturistic aesthetics, which relates to the theme: China\u2019s world-building and tech prophecy. [<a href=\"https:\/\/www.caofei.com\/works.aspx?id=18&amp;year=2009&amp;wtid=3\" rel=\"nofollow noopener\" target=\"_blank\">Source<\/a>]<\/p>\n<p>Today at Alibaba\u2019s <a href=\"https:\/\/yunqi.aliyun.com\/\" rel=\"nofollow noopener\" target=\"_blank\">2025 Yunqi Conference<\/a>\u2014an annual mega tech gathering since 2009, similar to WWDC or Google I\/O\u2014 CEO Eddie Wu delivered an entire speech was devoted to \u201cASI-pilling.\u201d This marks the first time a major Chinese tech company has seriously evangelized Artificial Super Intelligence, which is a remarkable departure from the cautious, instrumentalist rhetoric that has dominated Chinese tech discourse.<\/p>\n<p>\u201cAchieving AGI\u2014an intelligent system with human-level general cognitive abilities\u2014now appears to be a certainty,\u201d Wu said. \u201cHowever, AGI is not AI\u2019s endpoint, but a new beginning. AI will not stop at AGI; it will advance toward artificial superintelligence (ASI) that surpasses humans and can self-iterate and evolve.\u201d<\/p>\n<p>Wu mentioned ASI will be able to connect to the complete raw data of the real world, instead of using humans as intermediaries\u2014transforming what <a href=\"https:\/\/open.substack.com\/users\/3788369-balaji?utm_source=mentions\" rel=\"nofollow noopener\" target=\"_blank\">Balaji<\/a> calls the <a href=\"https:\/\/open.substack.com\/pub\/balajis\/p\/ai-is-polytheistic-not-monotheistic?r=1bqgb&amp;selection=e01882cd-b507-4395-8f48-8f10f4d6386a&amp;utm_campaign=post-share-selection&amp;utm_medium=web&amp;aspectRatio=instagram&amp;textColor=%23ffffff&amp;bgImage=true\" rel=\"nofollow noopener\" target=\"_blank\">\u201cmiddle-to-middle\u201d<\/a> phase to true end-to-end.<\/p>\n<p>Wu used a car manufacturing example: instead of a CEO iterating next year\u2019s product through countless user surveys and internal discussions (all secondhand data), an ASI with access to all automotive data could design and create vehicles \u201cfar superior to anything from brainstorming sessions.\u201d<\/p>\n<p>Wu is one of Alibaba\u2019s founding \u201cEighteen Arhats\u201d and has long been seen as technically-minded and reserved. He rarely speaks publicly, earning the nickname \u201cAlibaba\u2019s most mysterious Arhat.\u201d His ASI declaration at this conference represents quite an unusual departure\u2014a stark contrast to years of silence that may signal a vibe shift in Chinese tech discourse.<\/p>\n<p>After Jack Ma\u2019s 2020 speech [Jordan: <a href=\"https:\/\/interconnected.blog\/jack-ma-bund-finance-summit-speech\/\" rel=\"nofollow noopener\" target=\"_blank\">translated here<\/a> by  with <a href=\"https:\/\/interconnected.blog\/jack-ma-p2p-lending-responsibility-legacy\/\" rel=\"nofollow noopener\" target=\"_blank\">some fascinating accompanying analysis<\/a>] challenging China\u2019s regulatory system before Ant\u2019s IPO, the storm that followed saw the planned $300 billion offering\u2014history\u2019s largest IPO\u2014abruptly canceled. Since then, Alibaba entered a prolonged \u201csilence period\u201d where big companies stopped articulating grand future visions, pivoting to emphasize compliance and stability. <\/p>\n<p>The chill went far beyond Alibaba. In 2021, regulators launched the \u201cdisorderly expansion of capital\u201d campaign, reining in platform companies from ride-hailing to e-commerce. Didi went public in New York only to be swiftly pulled into a <a href=\"https:\/\/www.bbc.co.uk\/news\/business-62248513\" rel=\"nofollow noopener\" target=\"_blank\">cybersecurity investigation<\/a> and fined $1.2bn. Education tech giants like New Oriental and TAL got nuked overnight under the \u201cdouble reduction\u201d policy. Even Meituan\u2019s Wang Xing <a href=\"https:\/\/www.bbc.co.uk\/news\/business-57066908\" rel=\"nofollow noopener\" target=\"_blank\">triggered scrutiny<\/a> when a Tang dynasty poem he posted online was read as oblique criticism of the state.<\/p>\n<p>Since then, many tech founders feared saying the wrong thing in public, in part creating today\u2019s extremely asymmetrical information flow where Chinese founders study Silicon Valley surgically, but not the other way around.<\/p>\n<p>Then, DeepSeek came. Since then, I\u2019ve observed a <a href=\"https:\/\/www.chinatalk.media\/p\/deepseek-and-destiny-a-national-vibe\" rel=\"nofollow noopener\" target=\"_blank\">vibe shift<\/a>. In China, a giant wave of techno-nationalistic discussions permeates the internet, with people believing \u201cChina\u2019s tech rise is national destiny.\u201d Meanwhile in Silicon Valley, I found abundant China curiosity mixed with China envy\u2014mainly across the broader hardware and manufacturing domains where China has established leadership.<\/p>\n<p>Silicon Valley trying to reverse-engineer their own path from China\u2019s tangible tech achievements: a16z started advocating that America needs to build its own BYD with a complete Electro-Industrial Stack in their <a href=\"https:\/\/a16z.com\/the-electro-industrial-stack-will-move-the-world\/\" rel=\"nofollow noopener\" target=\"_blank\">American Dynamism article<\/a>; we see the launch of the <a href=\"https:\/\/www.interconnects.ai\/p\/the-american-deepseek-project\" rel=\"nofollow noopener\" target=\"_blank\">\u201cAmerican DeepSeek\u201d<\/a> open-source projects attempting to replicate Chinese AI efficiency; <a href=\"https:\/\/open.substack.com\/users\/8243895-noah-smith?utm_source=mentions\" rel=\"nofollow noopener\" target=\"_blank\">Noah Smith<\/a> <a href=\"https:\/\/www.noahpinion.blog\/p\/why-every-country-needs-to-master\" rel=\"nofollow noopener\" target=\"_blank\">stated<\/a> that Western re-industrialization strategy directions are now \u201cbleedingly obvious\u201d\u2014just look at what China is betting on: batteries, electric motors, power electronics, and chips. Dan Wang\u2019s book <a href=\"https:\/\/danwang.co\/breakneck\/\" rel=\"nofollow noopener\" target=\"_blank\">Breakneck<\/a> became an unprecedented intellectual phenomenon, propelling people to ask: how can we transform a lawyerly society into an engineering state so our taxpayer money can turn into more damn high-speed rail?<\/p>\n<p>However, at Alibaba\u2019s conference, I could see an even longer-term vibe shift. Previously, Chinese companies in global tech narratives were often treated as deployment engines: able to manufacture quickly, iterate rapidly, catch up efficiently, but lacking roles that truly shape imagination. Wu\u2019s ASI speech represents a breakthrough: while the \u201cAI-infused future society\u201d is still taking shape, major Chinese companies are beginning to articulate their own grand visions that carry a prophetic flavor.<\/p>\n<p>Wu\u2019s sci-fi vision exists in tension with what I saw on the ground during five weeks in China this August and September. Walking through AI startup circles and innovation parks in Shenzhen, Shanghai, and Beijing\u2014drinking custom \u201cDeepDrink\u201d at Beijing\u2019s AGI Bar (covered in terrible Chinese tech memes)\u2014I felt like AI was everywhere, but also nowhere seriously.<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Qe7p!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc72e70b4-29c0-4758-b7c0-f45c8d1beee4_1518x1654.png\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2025\/09\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/c72e70b4-29c0-4758-b7c0-f45c8d1beee4_1518.jpeg\" width=\"508\" height=\"553.3571428571429\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/c72e70b4-29c0-4758-b7c0-f45c8d1beee4_1518x1654.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1586,&quot;width&quot;:1456,&quot;resizeWidth&quot;:508,&quot;bytes&quot;:2753717,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image\/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https:\/\/www.chinatalk.media\/i\/174551941?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc72e70b4-29c0-4758-b7c0-f45c8d1beee4_1518x1654.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   loading=\"lazy\" class=\"sizing-normal\"\/><\/a><\/p>\n<p>The AI founders and researchers I talked to there were pretty candid beneath all those glossy exhibition boards promising the future. They\u2019re still glued to whatever\u2019s happening in Silicon Valley, ready to sprint after the next breakthrough.<\/p>\n<p>The AI story is fascinating because of its wild complexity and its propositional stance toward this complexity. When I was reading the book <a href=\"https:\/\/www.goodreads.com\/book\/show\/202951438-supremacy\" rel=\"nofollow noopener\" target=\"_blank\">Supremacy<\/a> by Parmy Olson, I got mesmerized by the motivation differences between DeepMind\u2019s three founders in the early days. \u201cLegg moved in circles where the goal was to merge as many people with AGI as possible, Suleyman wanted to solve societal problems, and Hassabis wanted to go down in history having made fundamental discoveries about the universe.\u201d They started arguing with each other\u2014but the bigger picture they all acknowledged was the world\u2019s complexity outpacing anyone\u2019s ability to control it. AI is deeply embedded in problems that are fundamentally non-linear and unpredictable.<\/p>\n<p>Wu\u2019s rhetoric might sound overwrought or derivative to American ears\u2014after all, we\u2019re practically drowning in tech prophets here. But consider this an elementary-level Chinese technologist learning to LARP as someone like Kevin Kelly, and you might surprisingly get future-pilled again.<\/p>\n<p>Below is Wu\u2019s complete keynote address. As you read it, notice how it borrows heavily from Silicon Valley\u2019s apocalyptic optimism while grounding everything in China\u2019s reality. You don\u2019t need to be impressed by the originality in Wu\u2019s vision, but in the shift it represents: this is their own version of the future.<\/p>\n<p>Subscribe to Afra\u2019s work!<\/p>\n<p>by <a href=\"https:\/\/en.wikipedia.org\/wiki\/Eddie_Wu\" rel=\"nofollow noopener\" target=\"_blank\">Eddie Wu<\/a>, CEO of Alibaba Group, September 24, 2025. You can read the Chinese transcript <a href=\"https:\/\/mp.weixin.qq.com\/s\/UiU33KWJ5e0uGaHEsacqWw\" rel=\"nofollow noopener\" target=\"_blank\">here<\/a> or <a href=\"https:\/\/youtu.be\/eZJBqvzLnnU?si=uQQnSjHH2inU1xVG\" rel=\"nofollow noopener\" target=\"_blank\">watch on YouTube<\/a>. <\/p>\n<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Uz6e!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F61b4b133-7fee-4dfb-9d02-3d84cb02e47e_832x348.webp\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2025\/09\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/61b4b133-7fee-4dfb-9d02-3d84cb02e47e_832x.png\" width=\"832\" height=\"348\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/61b4b133-7fee-4dfb-9d02-3d84cb02e47e_832x348.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:348,&quot;width&quot;:832,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Image&quot;,&quot;title&quot;:&quot;Image&quot;,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"Image\" title=\"Image\"   loading=\"lazy\" class=\"sizing-normal\"\/><\/a>Screenshot of Wu\u2019s livestreamed keynote talk.<\/p>\n<p>A new revolution is just beginning\u2014a revolution of intelligence driven by artificial intelligence.<\/p>\n<p>Over the past few centuries, the Industrial Revolution magnified human physical strength through mechanization; the Information Revolution expanded our capacity for processing information through digitization. But this time, the revolution of intelligence will exceed anything we can imagine.<\/p>\n<p>Artificial General Intelligence, or AGI, will not only amplify human intellect but also liberate human potential\u2014paving the way for the arrival of Artificial Superintelligence, or ASI.<\/p>\n<p>In just the past three years, we have felt its pace clearly. In a handful of seasons, AI\u2019s cognitive ability has leapt from the level of a high school student to that of a PhD graduate\u2014capable even of winning gold at the International Mathematical Olympiad. AI chatbots have become the fastest-adopted consumer application in human history. The speed of industry adoption has surpassed every previous technology. Token consumption doubles every few months. In the past year alone, global AI investment exceeded 400 billion US dollars; over the next five years, cumulative investment will surpass 4 trillion\u2014the largest single infusion of capital and compute power in history. This will inevitably accelerate the emergence of more powerful models and hasten the spread of AI across every domain.<\/p>\n<p>Achieving AGI\u2014an intelligent system with general human-level cognition\u2014now appears inevitable. Yet AGI is not the end of AI\u2019s development, but its beginning. AI will not stop at AGI; it will march toward ASI\u2014intelligence beyond the human, capable of self-iteration and continuous evolution.<\/p>\n<p>AGI will free us from as much as 80% of routine tasks, allowing humanity to concentrate on creation and exploration. ASI, by contrast, will generate \u201csuper-scientists\u201d and \u201cfull-stack super-engineers,\u201d capable of solving problems at speeds we can scarcely fathom: curing diseases, inventing new materials, achieving sustainable energy breakthroughs, addressing climate change, even venturing into interstellar travel. ASI will drive exponential technological leaps, carrying us into an unprecedented age of intelligence.<\/p>\n<p>We believe the road to ASI will unfold in three stages.<\/p>\n<p>Stage One: Emergence of Intelligence \u2014 \u201cLearning from humans.\u201d<br \/>The growth of the Internet over past decades has digitized nearly the entirety of human knowledge, preserved in language and text. Large models trained on this corpus acquired generalized intelligence, emergent abilities in conversation, and the capacity to understand human intent, answer questions, and begin reasoning across multiple steps. Already, AI systems are reaching gold-medal performance on the world\u2019s toughest exams. This has opened the possibility of solving real-world problems and creating tangible value.<\/p>\n<p>Stage Two: Autonomous Action \u2014 \u201cAssisting humans.\u201d<br \/>At this stage, AI moves beyond language alone. It acquires the ability to act in the real world: decomposing complex goals, using and even creating tools, and interacting with both digital and physical environments. The key lies in tool use. Just as human evolution accelerated when we learned to make and wield tools, models now gain transformative power by learning to do the same. With tool use, AI can call software, APIs, and devices to execute sophisticated tasks.<\/p>\n<p>Another breakthrough is coding ability. To handle longer, more complex tasks, agents must be able to code autonomously\u2014functioning like a team of engineers, able to interpret requirements, write, test, and iterate. Natural language will become the source code of the AI era. Anyone, in their mother tongue, will be able to summon an agent: \u201cTell the AI what you need, and it will design the logic, build the system, call the tools.\u201d This stage will unleash productivity gains across logistics, manufacturing, software, commerce, biomedicine, finance, and beyond.<\/p>\n<p>Stage Three: Self-Iteration \u2014 \u201cSurpassing humans.\u201d<br \/>This stage depends on two breakthroughs:<\/p>\n<p>Connection to the full breadth of real-world data. Today\u2019s AI excels in text-bound domains like content creation, math, and coding, where it has access to raw human-created data. But for the physical world, AI often sees only second-hand summaries. To truly transcend human cognition, it must engage directly with the raw signals of the world.<\/p>\n<p>Self-learning. With real-world interaction, AI will be able to refine its models autonomously\u2014building infrastructure for its own retraining, optimizing data flows, and upgrading architectures. Each action and feedback loop becomes a micro-adjustment; millions of such iterations accumulate into a self-evolving system. Out of this process, early forms of ASI will emerge.<\/p>\n<p>At the moment of singularity, humanity will feel the acceleration of history itself: technological progress advancing beyond imagination, unleashing new productivity that carries us into a new stage of civilization.<\/p>\n<p>From our perspective, large models will become the next generation operating system. In this analogy:<\/p>\n<p>Natural language is the new programming language.<\/p>\n<p>Agents are the new applications.<\/p>\n<p>Context is the new memory.<\/p>\n<p>The large model is the OS, linking tools and agents as the PC once linked software and hardware.<\/p>\n<p>Software as we know it will be absorbed. Anyone will be able to create applications in natural language. Hundreds of millions of potential developers will enter the field. Every user will become a maker.<\/p>\n<p>This future demands infrastructure of immense scale. AI will become the electricity of the new era\u2014the essential commodity powering every industry. Most AI capability will be delivered as tokens across global networks. Tokens are the new electricity.<\/p>\n<p>Alibaba Cloud positions itself to build this foundation: an open platform for developers, the Android of the AI age; and a super AI cloud, one of the few on earth capable of vertical integration from chips to models to global-scale data centers. We are investing 380 billion RMB over three years into this vision, building the supercomputing power and global network needed to welcome the ASI era.<\/p>\n<p>When ASI arrives, human-AI collaboration will reach a new mode. Already programmers glimpse the future: a single instruction at midnight, a fully functional system by dawn. This is the seed of a new paradigm\u2014from vibe coding to vibe working. Families, factories, companies\u2014all will teem with agents and robots working alongside us. Perhaps one day, every individual will wield the power of a hundred GPUs, amplifying human intellect as electricity once amplified muscle.<\/p>\n<p>Every revolution has expanded our capacity, and every expansion has revealed new horizons. This is only the beginning. AI will reshape infrastructure, software, applications\u2014the entire substrate of society. Together with our partners and customers, Alibaba will invest, build, and co-create, bringing intelligence into every industry.<\/p>\n","protected":false},"excerpt":{"rendered":"We\u2019re running a guest column from \u2019s excellent substack about Alibaba claiming to go all-in on AGI. Afra\u2019s&hellip;\n","protected":false},"author":2,"featured_media":172065,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[256,254,255,64,63,105],"class_list":{"0":"post-172064","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-artificialintelligence","11":"tag-au","12":"tag-australia","13":"tag-technology"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/172064","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/comments?post=172064"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/172064\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media\/172065"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media?parent=172064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/categories?post=172064"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/tags?post=172064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}