X Square Robot announced its Wall‑B embodied AI foundation model for home robots, built on the World Unified Model architecture.
Backed by Alibaba, ByteDance, Xiaomi and Meituan, the company aims to start household deployments within 35 days of the launch.
CEO Qian Wang highlighted the challenge of robots performing 10,000 different actions in unstructured home settings versus repetitive factory tasks.
CTO Wang Hao explained that vision, language, action and physical prediction are jointly trained from day one, mimicking infant learning.