Alibaba unveils AI models for robots as China’s focus shifts to agents

Alibaba has revealed its first suite of AI models for robots, a move that says as much about where Chinese technology is heading as about the models themselves. The launch came as the industry pivots away from chatbots and towards agents, the systems meant to carry out complex tasks rather than just answer questions.

At the centre is RynnBrain, a system built to help machines understand space, objects, and motion, the perceptual groundwork a robot needs before it can act in the physical world. In a demonstration released by Alibaba’s DAMO Academy research arm, a robot identifies a piece of fruit and places it in a basket, a small task that stands in for a large ambition.

Alongside it, Alibaba announced Qwen3.7-Max, the latest in its proprietary large-language-model line, pitched as a foundation for AI agents.

The company said the model could run autonomously for up to 35 hours without performance degrading, a claim aimed at the durability that agentic work demands, since an agent that drifts after a few hours is of little use for tasks that take days. The figure is the company’s own.

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The framing Alibaba chose for itself is “AI factory.” It described itself as the only company in China operating all five layers of what it calls the full AI stack, from chips through an agentic cloud, models, model-serving platforms, and the applications on top.

The pitch is vertical integration as a competitive moat: own every layer, and the gains at one compound through the rest. It is also the language of physical AI, the convergence of models and machines that rivals from Google to Siemens have been pursuing on the factory floor.

The shift from chatbots to agents is the strategic backdrop. Chinese firms, like their American counterparts, have concluded that the more lucrative business is not the conversational model but the system that can take actions, book, buy, operate, schedule, on a user’s behalf.

Robotics is the most physical expression of that bet, extending the agent from the screen into the warehouse and the home, the same territory an Nvidia-powered humanoid robot has already begun testing in live logistics work.

The launch also has a competitive edge to it. Alibaba is racing the other Chinese technology giants, and the American labs, to define what the agent era looks like, and robotics is a field where Chinese manufacturers already hold real advantages in hardware and supply chain.

Pairing a domestic model stack with that manufacturing base is the kind of vertical play that is harder for a software-only rival to match, and it fits a national strategy that treats both AI and robotics as priorities.

If the demonstrations translate into deployed products is the open question, and it usually is with robotics, where the gap between a controlled demo and a reliable machine has humbled many.

Alibaba has not detailed pricing, availability, or which customers will get the robot models first. What it has set out is a position: a claim to span the whole stack at the moment the industry decides agents, not chatbots, are the prize.