Mininglamp Demos 'Two-Brain' Robot Framework at World Robot Conference 2026

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At the World Robot Conference (WRC) held in August, Chinese AI firm Mininglamp and HIKROBOT jointly showcased a robot that assisted with the event's award ceremony. Mininglamp founder Minghui Wu argued in a keynote that commercially viable robots require two distinct systems: a perception-and-action brain powered by vision-language-action models, and a second 'organizational brain' that handles multi-robot coordination, system dispatching, and enterprise IT integration. Three live scenarios — restaurant cleaning, warehouse logistics, and security patrol — were demonstrated at the joint booth to illustrate this dual-brain concept in practice. The framework builds on Mininglamp's HAO model, first proposed in 2018, which envisions humans, AI agents, and physical robots operating on a shared organizational network. The WRC showcase marked the first public extension of the company's open-source agent platform, Octo, from digital collaboration into physical robot orchestration.

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