Moqi unveils MoRA embodied brain, robot completes 15-minute autonomous chores
量子位 · wechat · 2026-08-21
Moqi Intelligence, founded by former Huawei 'Genius Youth' Huang Qingqiu, has released its proprietary embodied intelligence architecture, MoRA, and a robot prototype, MORPHIKINO. Unlike industry-standard layered architectures, MoRA adopts an Agentic-Native approach, embedding goal persistence, execution memory, and task progress directly into the policy model (System 1).
Core Architecture:
- System 2 (Project Manager): Handles intent understanding, global planning, and exception handling.
- System 1 (Key Employee): Features multi-level memory and progress awareness, enabling continuous action output and autonomous error correction without constant waiting for instructions.
Demo Performance:
At WRC2026, the robot completed a 15-minute sequence of long-horizon household tasks—including cleaning, fridge inventory checks, and laundry—demonstrating strong generalization and execution coherence. The company emphasizes data quality over quantity, having accumulated 30,000 hours of real-world scenario data.
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