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Apple's HALO System Lets Robots Move House With Their Brains
Apple's HALO system enables robots to move house with their brains as embodied AI funding shifts 50.8% toward brain tech.
In brief
Apple's HALO system enables robots to move house with their brains as embodied AI funding shifts 50.8% toward brain tech. Apple's HALO system lets robots execute simulated motions in real rooms, with China's embodied AI sector raising $6.6 billion in 2026, 50.8% for brain-focused companies. Originally reported by…
Apple Unveils HALO System
Apple's research team published a paper titled 'Perceptive Humanoid Motion from Simulation' on arXiv on November 4.
HALO Validates Real-World Motion
HALO was deployed on Unitree Robotics' G1 robot to test simulated motions in unfamiliar real-world rooms.
Brain Determines Embodied AI Success
The 'brain' is the core variable for embodied AI to move from demos to practical use.
China's Embodied AI Funding
China's embodied AI sector raised CNY 43.8 billion (approximately $6.6 billion) in first half of 2:2026.
Brain-Focused Capital Dominates
Embodied-brain companies absorbed CNY 22.253 billion (50.8%) versus CNY 5.6 billion (12.8%) for full-robot companies.
Physical Intelligence Valuation
Physical Intelligence reached a $20 billion valuation with a focus on general-purpose robot brains.
Agibot's GO-3 Preview
Agibot's GO-3 Preview lifts phone packaging success rate from 50.8% to 98.3% in real business scenarios.
XPeng's IRON Deployment
XPeng's IRON completed second-generation VLA on-device deployment with 0.2-second re-inference.
Tuoyuan Intelligence Model
Tuoyuan open-sourced 4D world action model E0.5 achieving 85.0% and 88.3% success rates.
Tesla's Optimus Brain Challenge
Tesla CEO Elon Musk listed 'AI brain that understands physical world' as core challenge for Optimus.
Unitree's Research Focus
Unitree founder Wang Xingxing identified insufficient generalization as biggest bottleneck for embodied AI.
Zhiwei Intelligence Integration
Zhiwei Intelligence's Zhiqing-series Thor robot brain controller reduces costs and shrinks size.
Industry Shift in Cost Curve
Hardware barriers for robot bodies have matured, shifting focus to brain generalization capabilities.
Investor Focus on Brain Hardware
Investors prioritize 'brain hardwareization' segments with clear shipping timelines.
In short
Apple's HALO system lets robots execute simulated motions in real rooms, with China's embodied AI sector raising $6.6 billion in 2026, 50.8% for brain-focused companies.
