Unitree identifies U.S. restrictions as a material growth risk
Unitree’s IPO filing highlighted U.S. authorization restrictions as a risk to future overseas robot sales.
Application: general embodied AI
New York school pauses humanoid classroom pilot
A planned humanoid classroom pilot was postponed after privacy, governance, and stakeholder concerns.
Google DeepMind releases Gemini Robotics 2
Gemini Robotics 2 expands robot planning, dexterity, and full-body control across humanoid and task-oriented platforms.
Gemini Robotics 2 demonstrates full-body humanoid control
Apollo 2 demonstrations combined walking, crouching, reaching, and dexterous manipulation under one embodied model.
Trustworthy embodied intelligence gains a systems framework
A systems framework connects AI safety, control, cybersecurity, dependable computing, human factors, and lifecycle assurance.
Humanoid social memory becomes lightweight and persistent
A lightweight episodic memory module enables a humanoid robot head to retain personalized conversational context across sessions.
General multimodal model shows emergent embodied reasoning
An exploratory mobile-robot study reports spatial memory and action consequence reasoning from a general multimodal model.
FCC blocks authorization of new Chinese advanced robots
The FCC barred authorization of new Chinese humanoid and quadruped robots, reframing robotics hardware as critical infrastructure.
Decentralized JEPA predicts a shared future for robot teams
CS-JEPA lets distributed robots predict a common future collective state from local observations and limited messages.
RedFlow turns VLA failures into action corrections
RedFlow redirects detected failures into action-level corrections for flow-matching vision-language-action policies.
