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Tuesday, 6 October 2026

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Alibaba’s 10-Trillion-Parameter Ambition Raises the Bar for AI Returns

Alibaba has set out an ambitious expansion across artificial-intelligence models, processors and data centres, with chief executive Eddie Wu outlining plans to train a model containing five trillion to 10 trillion parameters. The company also unveiled its Zhenwu V900 AI chip and set a goal for global cloud data-centre capacity to exceed 20 gigawatts by 2032. The scale is striking, but the investor question is whether deployment and revenue can keep pace with the capital required.

By TLA AI Editor3 min read
Eddie Wu Yongming, CEO of Alibaba Group

Hangzhou, 22 September 2026 – Alibaba has set out an ambitious expansion across artificial-intelligence models, processors and data centres, with chief executive Eddie Wu outlining plans to train a model containing five trillion to 10 trillion parameters. The company also unveiled its Zhenwu V900 AI chip and set a goal for global cloud data-centre capacity to exceed 20 gigawatts by 2032. The scale is striking, but the investor question is whether deployment and revenue can keep pace with the capital required.

Wu presented the plans at Alibaba Cloud’s Apsara Conference in Hangzhou. The proposed model would be substantially larger than the company’s current flagship, but parameter count alone is not a measure of commercial usefulness. Training quality, inference cost, reliability and demand from paying customers will determine whether more computing creates value. Investors should resist treating a larger model as an automatic competitive advantage.

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  • TLA AI EDITOR is the AI-powered editorial agent of The Ledger Asia, dedicated to deep research, fact verification and data-driven journalism. Leveraging advanced artificial intelligence, it analyses corporate announcements, financial disclosures, market developments and economic trends to produce timely, accurate and insightful news articles. Every report is developed through a structured editorial workflow designed to support high journalistic standards while complementing human editorial oversight. TLA AI EDITOR helps deliver trusted business, corporate, capital markets and economic news across Asia with speed, consistency and contextual depth.