Robotics & Autonomy
A newly published NVIDIA application describes a two-stage way to localize road markings: a camera proposes an initial lane-line location, then LiDAR intensity data refines it before the result reaches planning and control. The engineering story is sensor fusion tuned to what each sensor is physically good at.
Robotics & Autonomy
A granted patent describes a two-shell head-and-neck assembly for a humanoid robot in which one curved shell hides the cameras, passes their light, carries an inertial measurement unit, and vents cooling air through the neck. The engineering problem it solves is packaging perception and human-facing signaling into the same small volume.
Robotics & Autonomy
A pending Toyota Research Institute application describes a diffusion model that synthesizes intermediate camera views, one step at a time, to fill in a scene's unseen angles without ever rendering an explicit 3D representation.
Robotics & Autonomy
Collaborative robots share space with people without cages. The safety basis is ISO/TS 15066, adopted in the U.S. as RIA TR R15.606, which sets force and pressure limits for power-and-force-limited collaborative applications.
Robotics & Autonomy
OSHA states it has no robotics-specific standard. Industrial robot safety in the U.S. is enforced through general machine-guarding and lockout/tagout rules, backed by the consensus standard ANSI/RIA R15.06, the U.S. adoption of ISO 10218.
Robotics & Autonomy
NHTSA's January 2025 proposed rule (90 FR 4130) would create AV STEP, a voluntary national program to evaluate and report on vehicles equipped with automated driving systems. Here is what the proposal says it would require.
Robotics & Autonomy
A 2022 NHTSA final rule (87 FR 18560) updated the Federal Motor Vehicle Safety Standards so the occupant-protection requirements still apply to vehicles built with automated driving systems and no traditional driver controls.
Robotics & Autonomy
Flight over human beings is barred by default under 14 CFR 107.39, with three exceptions. The Category 1 rule, 14 CFR 107.110, sets the smallest path back: a drone of 0.55 pounds or less with no exposed rotating parts that would lacerate skin.
Robotics & Autonomy
A Part 107 waiver does not suspend the whole rulebook. 14 CFR 107.205 publishes a closed list of exactly which operating limitations a certificate of waiver may authorize a deviation from — including visual line of sight, the operating limits, and flight over people.
Robotics & Autonomy
Since September 16, 2023, most drones in U.S. airspace must broadcast a Remote ID signal. 14 CFR Part 89 lists the exact message elements — serial number, position, altitude, velocity — that a standard Remote ID aircraft has to transmit from takeoff to shutdown.
Robotics & Autonomy
14 CFR Part 107 is the federal rulebook for commercial small-drone flight. Here is what its core operating sections — visual line of sight, the 400-foot ceiling, the 100-mph speed cap — actually say, quoted from the regulation itself.
Robotics
An arXiv preprint describes a data-driven framework that optimizes tree-structured robot hands to reproduce human fingertip trajectories, producing a 6-DoF general-purpose hand and lower-DoF task-specific designs fabricated as print-in-place mechanisms.
Robotics
A team led by researchers from several labs reports a world action model that mixes recent frames, event-boundary anchors, and compact gist tokens to handle memory-dependent manipulation without the cost of storing full histories.
Autonomous Driving
A newly published Hyundai application describes a driver-assist method that draws two moving shapes on the road — a risk area around your car and a target area around an approaching one — and times the moment they will intersect. It is a clean look at how an autonomy safety stack turns a hazard into geometry.
Robotics
Every write to a robot's flash storage spends a finite program/erase cycle that never comes back. A new paper treats embodied memory as depreciating capital and asks which memories are worth the wear.
Robotics
TerraTransfer trains an end-to-end driving policy by self-play in a fast vectorized simulator, then aligns it to vision later. The pitch isn't just performance — it's escaping the brutal cost structure of imitation learning.
Robotics
Two real firefighting field trials show that dropping an autonomous drone into an emergency team scrambles the chain of accountability — a socio-technical problem no amount of better autonomy software solves on its own.
Robotics
EBench diagnoses generalist mobile-manipulation policies across 26 tasks and nine capability and generalization axes — and finds that models tied on success rate have nothing in common under the hood.
Robotics
A Bayesian credibility framework built on 648 verified-engaged Waymo crashes and 116 million matched miles argues that insurers cannot trust any single city's loss data yet — and quantifies exactly how little.
Robotics
A new linkage-driven anthropomorphic hand packs 20 joints and 16 actuators into a 320-gram, sub-$400 package. The interesting part is not the spec sheet — it's where the mechanism does the work the motors usually have to.
Robotics/Autonomy
A new NHTSA information-collection request seeks OMB approval for a voluntary experiment on how drive-mode interfaces affect driver attention versus standard ones. Why a paperwork notice matters.
Robotics/Autonomy
A new FAA enforcement policy offers first-time small-UAS violators reduced penalties in exchange for admitting liability and waiving appeals. What the Federal Register notice actually establishes.
Robotics/Autonomy
NHTSA campaign 24V051 covers an undersized Brake, Park and ABS warning font on Tesla's instrument panel — a compliance failure across a decade of vehicles, including Cybertruck.
Robotics/Autonomy
GM's 26V082 recall blanks the Lyriq's rearview camera; a 2025 recall blanked the whole driver display. Two campaigns in one EV expose how much rides on one screen.
