AgiBot launches Genie Master embodied agent framework

On October 27, 2026, Zhiyuan (AgiBot) unveiled Genie Master, an embodied Agent framework designed to let robots acquire new skills while on the job, according to a report from IT之家. The company says the framework is already fitted on its Spirit G2 (精灵 G2) unit, which has been working in a real convenience store without human demonstration or manual tuning. In that setting the robot identifies what went wrong, adjusts its strategy and retains what it learns, allowing it to keep improving across a range of complex, delicate tasks. Zhiyuan calls this a continuous self-evolution loop with no human in the loop. The company claims this is the first time Physical RSI (embodied recursive self-improvement) has been validated in a genuine business scenario rather than a simulation environment or laboratory, marking a step out of the lab for the field. According to Zhiyuan, the Spirit G2 equipped with Genie Master has completed task validation covering hot food packaging, order picking and shelf restocking in the store. A further test is scheduled for November 2, when the company plans to run six Spirit G2 units continuously for a 24-hour livestreamed convenience store operation. As of now the story sits at the announcement and validation stage, with the 24-hour test still pending and its outcome not yet observable. The same report notes that the day before the Genie Master launch Zhiyuan released the Spirit G2 Max, an safety-compliant heavy-duty embodied robot aimed at industrial work such as depalletizing, material transfer and line feeding, a different product positioning from the convenience-store-oriented Spirit G2.