#robotics
21 briefs tagged #robotics.
Researchers target motion planning with generative methods
Two papers propose ways to make motion models more practical for robots and real-world video.
Former SpaceX engineers launch robotic steel factory
Startup 1872 aims to automate steel skid production for AI data centers and nuclear reactors.
Amazon links Strands Agents with LeRobot and Hugging Face
The workflow combines recording, training and deployment with Hugging Face Storage Buckets.
Researchers frame world models for robotics evaluation
Two papers outline robotics world-action models and a benchmark for long-horizon interactive model testing.
Researchers adapt agent harnesses for embodied AI
Thea and SHAPER papers focus on tool orchestration and train-free adaptation for embodied agents.
New benchmarks target robot manipulation video world models
H2R-Bench and DreamX-Phi 1.0 focus on cross-embodiment and action-conditioned robot video generation.
DreamX-Phi 1.0 targets robotic manipulation rollouts
The action-conditioned video world model predicts future robot observations from frames, instructions and actions.
Researchers propose Hand Visibility Detector
The model estimates visibility for individual hand joints to improve reliability under occlusion.
Researchers target reward bottlenecks in robot learning
New papers propose scalable reward and value modeling methods for robotic manipulation.
New VLA papers target robotic manipulation gaps
Recent research focuses on memory, recovery data and cross-embodiment training for robot policies.
Researchers target prompt injection risks in LLM agents
New papers test attacks and defenses for agents, including robotic systems and indirect prompt injection.
Researchers target VLA reliability in robot manipulation
New arXiv papers propose fixes for recovery, planning, training and physical robustness in VLA robots.
New VLA papers target robot manipulation failures
SkillMemo, RESample and DyPES-VLA address generalization, recovery and cross-embodiment control.
TechCrunch adds Real World AI Stage to Disrupt 2026
The stage will cover AI at the boundary of digital and physical systems.
DRIFT attack undermines flow-matching VLA robustness
The arXiv paper shows a gripper patch can derail pi0 and pi0.5 robot policies in LIBERO tests.
Researchers target better training for VLA robot models
Two papers propose frameworks to improve data efficiency, generalization and memory in robot manipulation models.
New VLA papers target finer robot manipulation
W2-VLA and BridgeVLA++ add wrist forecasting and memory for 3D robot manipulation.
Musk shifts Tesla earnings focus to robots and AI
TechCrunch analysis says Musk has spent rising call time on AI and robotics over seven years.
Google recaps July AI updates across Gemini and robotics
The July roundup includes new Gemini models, Gemini Robotics ER 2 and AI features across Google products.
SG-WAM targets geometry-aware robot world modeling
The paper proposes self-guided dynamics prediction inside a policy-derived representation space.
Proception settles Tesla suit and announces $11M raise
The robot hand startup is raising funds while pursuing training data for robotic hands.