Alibaba Deepens AI Push With New Chip and Bigger Model; Shares Jump

Alibaba spent Tuesday stacking the full stack in public.At the Apsara Conference in Hangzhou, Chief Executive Eddie Wu said the Qwen team will train models with 5 trillion to 10 trillion parameters — up to four times the 2.4 trillion in flagship Qwen 3.8 Max. Qwen 4 is already in training. Qwen 4.5 and Qwen 5 are the names on the larger scale. The job, Wu said, is longer-horizon, more complex work on the road toward systems that outrun human capability. He also talked up recursive self-improvement: models that find their own gaps, design tests, and synthesize data.The hardware half arrived as Zhenwu V900 from T-Head, Alibaba’s chip unit. Wu called it China’s most powerful AI accelerator, triple the performance of the M890 launched in May. Cards can be wired into clusters of as many as 500,000 for frontier training and inference. Mass production and commercial release are slated for the first quarter of 2027. Current Zhenwu silicon is already in use with more than 650 external customers across auto, finance, energy, manufacturing, and the internet. Wu expects “significant growth” in annual chip shipments.Alibaba Cloud’s global data-center target went on the slide too: more than 20 gigawatts by 2032.Hong Kong-listed shares jumped — reports clustered around 3% to just over 5%, a one-month high in the stronger prints. Tencent and other China tech names bid up on the same tape. The market heard chips plus models plus megawatts, not another e-commerce promotion.Why the Number Soup MattersParameter count is a crude ruler. It is also the ruler China and the West still wave. Moving from 2.4 trillion to 5–10 trillion is a claim that Alibaba will keep scaling when U.S. export rules make the easy Nvidia path harder. Wu said the existing M890 supernode already runs inference on models above 2 trillion parameters — a club he described as small worldwide.A 500,000-chip cluster is a logistics statement as much as a spec. Power, networking, yield, and software have killed paper supercomputers before. Q1 2027 is the first date that can be missed. Until wafers ship, V900 is a keynote.The 20 GW figure is a six-year construction program, not a switch. The United States alone has tens of gigawatts of data-center capacity in various stages of build. Alibaba is saying the boom does not end when the next model ships.Full Stack or Full RiskAlibaba has pledged more than $53 billion over three years into AI and raised about $10.2 billion in a Hong Kong follow-on in August to help pay for it. Cloud external revenue has been running hot; AI product revenue has posted long stretches of triple-digit growth. Net profit has also been crushed by the spend. That is the bargain: margin now, infrastructure later.Competition at home is DeepSeek, Moonshot, ByteDance, Huawei silicon, and every provincial cloud. Competition abroad is still Nvidia on the chips that China cannot freely buy. “Most powerful in China” is a carefully drawn box.Wu compared this moment to early electrification. Coding assistants are the light bulb. The factory comes later. He predicted machines will one day produce more than a thousand times humanity’s “thinking,” up from a sliver today. That is founder-scale rhetoric. The deliverables are a chip that is not in volume until next year and a model family that does not exist at 10 trillion parameters yet.What Investors Are PricingA 5% pop on a conference day prices the story: Alibaba is not only a mall with a cloud sidecar. It wants to own the accelerator, the hall, and the weights. If V900 lands and Qwen 4 is real, the multiple can stretch. If the cluster stays a rendering and the 20 GW slips, the August raise looks expensive.T-Head listing talk has circulated as a way to put a pure-play chip price on the division. Tuesday did not confirm a date.What to WatchFirst silicon and first external V900 customers in 2027. Whether Qwen 4’s public scores justify the 5–10 trillion roadmap. Power deals that make 20 GW more than a slogan. U.S. export rules after any Trump–Xi meeting this week.