Action-Conditioned World Models Move Into Planning
The work uses action-conditioned predictive models to improve generalizable embodied decision-making.
Archives: News Records
VLA Failures Become Corrective Training Signals
RedFlow converts failed robot actions into localized corrections for vision-language-action policy improvement.
Robots Are Asked to Reason About Their Own Aging
A framework integrates hardware degradation into autonomous planning, mission execution and maintenance decisions.
World Models Receive a Security Threat Model
Researchers map cyber-physical attacks across sensing, world modelling, planning, control and human interaction.
Airlines Tighten the Battery Gate
Major US airlines expanded restrictions on transporting humanoid and animal-like robots because of battery-safety concerns.
A Wheeled Home Humanoid Opens Pre-orders
Weave lists Isaac 1 at $449 monthly or $7,999 upfront, with California deliveries planned for autumn 2026.
Safety Evaluation Enters the Foundation-Model Stack
Google paired the robotics release with layered safeguards and an agentic-robot safety benchmark.
Embodied Reasoning Expands to Longer Tasks
Google separated higher-level planning from physical control while broadening dexterity and multi-step task execution.
Gemini Moves From Manipulation to Whole-Body Control
Gemini Robotics 2 reporting extends control toward walking, crouching, dexterous manipulation and coordinated whole-body tasks.
Beijing Condemns the US Robot Restriction
China characterized the US action as protectionism, making market access a geopolitical variable for robot makers.
