Qianjue Technology releases predictive world model Polibrain

Qianjue Technology released its predictive world model Polibrain at the 2026 Physical AI and World Model Conference. According to QbitAI, the model does not aim to generate complete future frames; instead, it predicts state changes in a task-relevant latent representation space and links environmental perception, action prediction, task decision-making, and feedback adjustment into a continuous decision-making loop. Qianjue adopts a loosely coupled architecture that separates shared representations from the action execution capabilities of specific robots. Polibrain has currently been adapted to robot forms including quadruped, humanoid, wheeled, and dual-arm robots, exploring tasks such as companion services, food service, item organization, and fine manipulation.

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1. Oct 20· 1 reports

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