Koala YouRan Closes B++ to Scale World Model and Embodied Agents

Koala YouRan closed a B++ round backed by Mingwen Weiye. Proceeds will deepen its world-model base and multimodal LLMs, productize and scale embodied agents, and hire senior R&D talent. The company builds a perceive–reason–plan–act–feedback loop so robots can understand tasks, plan in context, and keep iterating; in May it launched Geek Mind, a general embodied agent on its YouRan Infinite world model, described as one of the few mass-produced “embodied brains” in China. Related: embodied capital winter; more rounds on AI Investment.