The Information Machine
Concluded·Day 3·in the edition since 24 Sep 2026·8 sources·updated 26 Sep 2026

Alibaba's Apsara Conference 2026

The gist

Alibaba Apsara 2026: New Chip, Trillion-Param Model, Mobile and Audio AI

Alibaba is rolling out a domestic AI chip positioned as an alternative amid Nvidia's absence from the Chinese market, while simultaneously expanding its AI stack from infrastructure to consumer mobile and audio products. The combination of a large-scale chip roadmap, trillion-parameter model plans, and agent deployments in retail apps reflects the breadth of its current build-out.

The full picture

At Apsara Conference 2026, Alibaba announced a set of hardware, model, and product developments. The Zhenwu V900 chip, developed by T-Head, claims roughly 3x the performance of its predecessor the M890, with 216GB of on-package memory, 1.2 TB/s chip-to-chip interconnect via ICN Switch fabric, native FP8/FP4 support, and cluster support up to 500,000 cards. Mass production and commercial release are targeted for Q1 2027. All V900 performance claims are vendor-reported and have not been independently benchmarked. A successor chip, the J900, is already on the roadmap for Q3 2028. The predecessor M890, released May 2026, has shipped over 560,000 units to more than 400 external customers across 20 industries.

The Qwen team is pursuing Recursive Self-Improvement and planning a 5-10 trillion parameter model on the path to ASI. CEO Eddie Wu stated that machine-generated thinking is currently less than 3% of total human cognitive volume. Alibaba Cloud targets exceeding 20GW of global data-center capacity by 2032.

Qwen Intelligence launched with three mobile agents. The Mobile Planner Agent is claimed to rank first on MobilePA-Bench, MobilePA-Bench Business, and Memory benchmarks. The Mobile-Use Agent scored 82.1 on MobileWorld, 92.2 on MobileWorld-Real, 97.2 on AndroidDaily, and claims a 90% end-to-end success rate. The Mobile Creative Agent generates images in 3 seconds, described as approximately 2x faster than leading competitors. Public benchmarks, code, and leaderboards are available for testing the mobile-agent workflows. Qwen is open-sourcing a benchmark suite covering planning, cross-app execution, real-device performance, and safety. Reporting from November 2025 noted Alibaba deploying over 100 engineers to embed Qwen as a task-executing agent in Taobao and other retail apps, with a longer-term plan to monetize AI assistance in mobile shopping.

Qwen-Audio-3.1 upgrades ASR, TTS, and Realtime models and adds TTS-Next and ASR-Next. TTS-Next uses a unified language model plus diffusion framework to generate voice, sound effects, and background audio in a single pass. ASR-Next supports multi-speaker recognition with speaker labels, timestamps, emotion detection, and audio reasoning. Realtime mode supports simultaneous speaking and listening with interruption support and empathetic responses based on detected mood. Price cuts accompany the release: TTS by roughly 70%, Realtime by roughly 85%, and ASR by up to 95%.

How it developed
25 September 2026

A governance-focused newsletter on September 25 added second-source corroboration for two Apsara 2026 claims: the Qwen team's plan to build a 5-10 trillion parameter model on the path to ASI and the announcement of Alibaba's Zhenwu V900 chip.

First citedTransformer News
First in the edition · 24 September 2026
23 September 2026

Alibaba's T-Head subsidiary introduced the Zhenwu V900 chip September 24 at Apsara 2026, claiming 3x the M890's performance with Q1 2027 production targeted; all figures are vendor-reported.

CEO Eddie Wu set a 1,000x cognitive capacity goal; the Qwen team announced RSI plans for a 5-10 trillion parameter ASI model, which a Fortune piece examined alongside a physics professor's criticism and Anthropic's caution. The conference launched Qwen Intelligence with three mobile agents, Qwen-Audio-3.1 with price cuts up to 95%, and Qwen Image 2.1.

22 September 2026

Qwen-Image-2.1, launched September 24 at Apsara 2026, ranked first among open-source models in both the Image Edit Arena and Text-to-Image Arena with 1367 points, placing 16th overall, and gained day-0 OpenVINO support from Intel and availability in ComfyUI.

Further reporting on the V900 chip added that the predecessor M890 has shipped over 560,000 units to more than 400 customers, Alibaba holds roughly 5% market share, and a successor chip, the J900, is on the roadmap for Q3 2028.

First citedThe Neuron
21 September 2026

SGLang-Diffusion added same-day support for Qwen-Image-2.1; Hugging Face Spaces demo live

19 September 2026

Qwen3.8-LiveTranslate released, supporting 60 languages with reduced latency and speaker diarization

13 November 2025

Reporting noted Alibaba deploying over 100 engineers to embed Qwen as a task-executing agent in Taobao and other retail apps

Sources
3 more sources
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