Robot imports become a security question
Washington opens trade talks on imported robots, Agility starts trading as AGLT, and two open-weight models rebuild manipulation data from force and gloves.
#physical-ai
31 posts
ISO 21423 gives mixed fleets a language
A3 publishes ISO 21423 for mixed mobile robot fleets, an open hardware cable robot covers a whole room, and Bazel builds reach ROS 2 Lyrical.
Intrinsic open-sources its robot runtime
Intrinsic put its industrial robot runtime on GitHub under Apache 2.0, Agility cleared its SPAC vote, and Tutor raised $75M to scale real-world robot data.
End Effector Poses Buy Generality, Force Buys Throughput
Dream-1 and Eka's VFA model both claim general manipulation, but their action spaces differ, and that choice decides whether a robot can act on contact.
humanoidsphysical-aiworld-modelssynthetic-dataros2planningsimulationgazebomanufacturingteslaagility-roboticsbenchmarks
Optimus starts, Cosmos opens the pipeline
Tesla begins building production Optimus units in Fremont, NVIDIA opens Cosmos blueprints and training tools, and PlanSys2 4.0.0 covers PDDL 1.2 through PDDL+.
manipulationphysical-airobot-securityros2open-source-hardwarebenchmarksdelivery-robotsprivacyreinforcement-learningtactile-sensing
Force models, backdoored planners, open arms
Eka bets on force instead of vision, a trigger word hijacks LLM robot planners, and open hardware gets a dual arm platform and five hands.
robot-agentsmanipulationindustrial-robotscomputer-visionslamautonomous-vehiclessimulationphysical-aiopen-source
RAX agents, ABB vision, sonar SLAM
Open source RAX agents learn manipulation by exploration instead of demos, ABB ships an AI vision trainer, and sonar SLAM goes 6-DoF in a forest.
robot-dataphysical-airobot-learningdata-labelingsimulationfine-tuningrobot-foundation-modelsbenchmark-evaluation
The Robot Data Refinery Is the Real Product
Google, Physical Intelligence and Humxn all launched on 13 October. What they actually sell is the machinery that turns experience into training data.
ros2open-sourcephysical-aiindustrial-robotssimulationhumanoidsmanipulationbenchmarksrobot-datavla-modelssim-to-real
Intrinsic Core, AWS stack, Atlas hands
Intrinsic open sources its industrial robot stack, AWS packages an open Physical AI pipeline, and a new benchmark shows frontier models failing at control.
humanoidsrobot-foundation-modelsbenchmarksimitation-learningindustrial-robotsphysical-airobot-datamanipulationautonomous-vehiclesrobot-safety
Frontier models fail humanoid control benchmark
Vals AI's Robo-bench scores frontier models under 2 out of 100 on humanoid control, Hitachi and FANUC partner on physical AI, and ABB ships new robots.
The Model Proposes, the Gate Disposes
Four releases in one week put the learned model in a proposing role and handed the state, the parameters and the motors to a deterministic layer.
boston-dynamicshumanoidsros2physical-ainvidiamanipulationteleoperationcobotsopen-sourcesim-to-realamazon-roboticswarehouse-roboticsindustrial-robots
Boston Dynamics' new CEO and Atlas hand
Boston Dynamics names Rohit Prasad CEO and shows a 13 DOF Atlas hand, Intrinsic open sources its core stack, and Amazon passes one million warehouse robots.
physical-airos2navigationsimulationmanipulationquadrupedfoundation-modelsreinforcement-learningnvidiaaws
Physical AI toolchain, a walking hand
AWS open sources a physical AI toolchain, an ETH Zurich hand walks on its fingers, and EasyNav 0.5.0 gives ROS 2 a new navigation stack.
Robot data, cobot software, local AI
Mecka AI raises $60M for robot training data, Universal Robots ships Gen 7 as a cobot lawsuit ends, and NVIDIA puts a petaflop of AI on Windows desks.
Boston Dynamics picks Alexa's Prasad as CEO
Boston Dynamics hands the chief executive job to an AI product veteran, and two papers measure what VLA policy routing and recovery actually buy.
Siemens closes a solver, robots go local
Siemens closes OpenRadioss, Teradyne bets on AI factory robotics, and a CMU spinout raises $12M to validate generative AI robot safety.
World-Action Models Agree on the Bottleneck, Not the Fix
A vendor launch and four arXiv papers attacked the robot data bottleneck in one week, and disagree about where a policy's generality comes from.
Runway bets robot policies on video
Runway's open-weight world action model learns control from video, ANYbotics opens a fleet platform, and an open quadruped runs Nav2 on a Jetson.
NVIDIA's OpenShell watchdog for robot agents
NVIDIA ships an open runtime and a hardware watchdog for robot agents, NASA traces its space arm trouble to the transporter, and ScaFi scales a swimming robot.
The Robot Stack Is Going Modular, and the Guard Layer Has No Home
HomeBody deletes the learned policy, FLUX 3 Action shrinks it to a checkpoint, and RoboHarm shows the frontier model that takes over refuses almost nothing.
Open 7B action model, all-linear hand
Black Forest Labs opens a 7B world action model that tops a public robot benchmark, a Duke lab builds a hand from linear motion, and HFlow opens data tooling.
PickNik to Qualcomm, Intrinsic goes open
Qualcomm buys the steward of MoveIt, Google's Intrinsic open sources its industrial stack, Boston Dynamics starts Atlas training, and a VLM drives a humanoid.
Qualcomm buys PickNik, keeps MoveIt open
Qualcomm acquires PickNik and keeps MoveIt open source, Arduino's VENTUNO Q targets robot builders, rclrs 0.8 ships, and Joby flies across the US autonomously.
ros2nvidia-isaacphysical-aivla-modelsmanipulationopen-sourceindustrial-roboticsjetsondiffusion-policy
Isaac ROS 5.0 lands at ROSCon
NVIDIA ships Isaac ROS 5.0 with agent skills, Intrinsic open sources its industrial robot runtime, and a new serving layer cuts VLA latency on Jetson Thor.
Atlas Metaplant opens, Halos safety stack
Boston Dynamics starts training Atlas inside Hyundai's Metaplant America, NVIDIA argues safety has to be a whole stack, and robot policies rarely refuse.
The Robot Data Bottleneck Has Two Halves, and Only One Scales
Figure's Helix 2.5 shows human video scales robot policy, while four papers published the same week show what vision cannot see. Robot data is splitting in two.
ros2gazebocobotsindustrial-roboticsphysical-airesearch-fundingrobot-securityvlamanipulationsimulation
Gazebo armhf EOL, NSF physical AI
Gazebo ends 32-bit ARM binaries, NSF opens a physical AI funding topic, Hirebotics adds line tracking and a rail, and a defense for backdoored VLA policies.
Helix 2.5, OpenArm, Arm capability levels
Figure's Helix 2.5 works in 30 homes it has never seen, an open humanoid arm ships CAD and ROS 2 packages, and Arm maps the physical AI stack.
Digit 5, OpenRobOps, Gazebo armhf cutoff
Agility's Digit 5 humanoid targets barrier-free factory work, InOrbit open-sources a fleet operations stack, and Gazebo ends 32-bit ARM binaries.
Universal Robots Gen 7, Unitree UnifoLM
Universal Robots ships its Gen 7 cobot platform, Unitree opens a 6B humanoid foundation model, plus ROS 2 releases and new VLA safety work.
Why Vision-Language-Action Models Matter for Robotics
How vision-language-action models and robot foundation models replaced hand-built perception and control pipelines, what they do, and where they still fail.