Alibaba Group Holding Ltd (NASDAQ: BABA) on Monday released an artificial intelligence model designed to power robots and autonomous devices, entering a rapidly expanding sector where global technology giants are competing for dominance.
The Chinese company’s DAMO Academy (Discovery, Adventure, Momentum, and Outlook) introduced RynnBrain, an open source foundation model that helps robots comprehend physical environments, identify objects, and execute real world tasks. Demonstration videos show robots performing tasks such as identifying fruit and placing it in baskets, operations that require complex AI governing object recognition and movement.
RynnBrain is designed to map objects, predict trajectories, and navigate cluttered environments such as kitchens or factory assembly lines. The model combines spatial understanding with temporal awareness, allowing robots to track object locations over time and determine sequences of steps needed to complete tasks.
Built on Alibaba’s Qwen3-VL vision language architecture, the model is available on platforms including Hugging Face and GitHub in multiple versions ranging from 2 billion parameters to a mixture of experts variant. Alibaba released seven variants, including specialized versions designated RynnBrain-Plan for manipulation planning, RynnBrain-Nav for navigation, and RynnBrain-CoP for spatial reasoning.
Alibaba claims RynnBrain achieved state of the art results on 16 benchmarks when compared to similar models from Alphabet Inc (NASDAQ: GOOG), including Google’s Gemini Robotics-ER 1.5, and Nvidia Corp (NASDAQ: NVDA), including Nvidia’s Cosmos-Reason2. The model uses only 3 billion active parameters during inference, demonstrating efficiency advantages over larger competing systems.
Robotics falls under the umbrella term physical AI, which includes machines relying on artificial intelligence such as self-driving cars, an area China has prioritized as it competes with the United States for technological leadership. Nvidia CEO Jensen Huang stated last year that AI and robotics represent a multitrillion dollar growth opportunity.
For Alibaba, RynnBrain gives the company an entry point into the robotics market and continues momentum seen with its Qwen family of AI models, which are among the most advanced coming from China. Alibaba is pursuing an open source strategy with RynnBrain, meaning developers can use it without charge. Open sourcing models has been key for Alibaba to expand use of its models to developers worldwide.
Chinese firms have largely embraced open source AI, contrasting with the United States approach of keeping advanced technologies proprietary. When it comes to humanoid robots specifically, machines designed to walk and move like humans, China is seen as forging ahead of the United States, with companies planning to ramp up production this year.
Alibaba recently invested 140 million US dollars in X Square Robot, a manufacturer of humanoid robots used in schools, hotels, and healthcare institutions, demonstrating the company’s commitment to the robotics sector. Other technology giants developing models for robotics and physical AI include Elon Musk, who is designing AI with Tesla’s Optimus humanoid robot.
The model demonstrates strong understanding and can handle fine grained video analysis tasks including embodied question answering, object counting, and optical character recognition. It also offers advanced spatiotemporal localisation, enabling accurate identification of objects, target areas, and motion paths using episodic memory.
