Today's Autonomy Pulse
XPeng CEO Takes Direct Control of Robotics Division to Accelerate IRON Humanoid Production
He Xiaopeng is assuming direct oversight of XPeng's robotics unit as the company readies its IRON humanoid robot for mass production this year, with commercial sales aimed at China and overseas next year. In Q1, XPeng's vehicle deliveries fell 33% to 62,682 units, dragging revenue down 17.6% year‑over‑year to $1.92 billion.
K-State Salina Drone Safety Summit to Connect First Responders with UAS Experts
Kansas State University Salina will host a Public Safety UAS Summit on April 22, bringing together law enforcement, fire, and emergency management agencies with drone experts. The day-long event features FAA briefings on Part 107, BVLOS, and emergency waivers, as well as case studies from Iowa sheriffs and Lenexa police on large‑event and active‑shooter drone deployments. Vendor demonstrations from UVT, Motorola Solutions, BRINC and SkySafe provide hands‑on exposure to the latest public‑safety drone platforms. Registration closes April 8 and costs $80, with lunch included.
Former Uber CEO Says Waymo ‘Obviously’ Ahead of Tesla in Robotaxi Race
Former Uber CEO Travis Kalanick said Waymo is clearly ahead of Tesla in the robotaxi race, citing Waymo’s proven sensor suite, lower hardware costs and 400,000 weekly rides across ten U.S. cities. He contrasted this with Tesla’s vision‑only approach, which...
IdeaForge Receives Its First Purchase Order in the United States for Its Drones to Ensure Student Safety in a School...
IdeaForge Technology Limited secured its first U.S. purchase order, deploying Indian‑made drones to secure schools in Texas. The Lamar Consolidated Independent School District will use the SWITCH and Q6 V3 UAVs across 20‑25 campuses for aerial monitoring and rapid threat response....
Ukraine’s War Sparked Rapid Drone Revolution Reshaping Combat
It’s genuinely astonishing: Russia’s full-scale invasion in 2022 began along the lines of late-Soviet large-scale land warfare: with armored thrusts and insane massive artillery barrages. Then the war became the stage for a drone revolution that reshaped combat everywhere --...
A Multi-Armed Robot for Assisting with Agricultural Tasks
Researchers at West Virginia University introduced a force‑aware manipulation system for agricultural robots, enabling one arm to safely move plant branches and expose hidden flowers or fruit for a second arm. The method combines an RRT*‑based planner with a geometric...
Sheepdogs Reveal a Better Way to Guide Robot Swarms
Georgia Tech researchers analyzed sheep‑dog trial footage and identified a two‑step herding routine—first subtly aligning stationary sheep, then applying pressure to move them. They built a computational model that captures both the dog’s influence and peer interactions, revealing that small...
From Garage to Global: Chieh Huang on Building Boxed and Launching Pelgo
In this episode, Chieh Huang, founder of Boxed and now CEO of Pelgo, shares his journey from a garage‑based wholesale startup to a public company and his latest venture helping workers transition to AI‑augmented roles. He highlights the stark difference...
Hesai Brings LiDAR to E-Scooters as Per-Unit Costs Plummet
Hesai has slashed LiDAR prices to about $200 per unit, enabling its FTX blind‑spot sensor to be fitted on Niu Technologies' new NXT2 e‑scooter. The partnership marks a turning point for affordable perception technology, previously limited to high‑end EVs and...
Agibot Stages Robot-Led Live Show to Demonstrate Humanoids Operating at Scale
Agibot staged “Agibot Night,” the first fully robot‑led live gala streamed to millions. The 60‑minute show featured humanoid robots performing dance, magic, comedy and music, while also collaborating with humans and quadruped robots. The event demonstrated large‑scale coordination across Agibot’s...
Segway Navimow Robotic Lawn Mowers Earn TÜV Certification for Minimal Lawn Impact
Segway Navimow’s X420 and i206 AWD robotic lawn mowers have secured TÜV Rheinland’s Lawn Care certification, the first for any robotic mower. The certification confirms Level 2 minimal lawn impact after a simulated year of high‑frequency mowing. Both units demonstrated exceptional...
Kawasaki Develops Collaborative Drone System
Japanese defense giant Kawasaki Heavy Industries announced development of a Collaborative Support Aircraft (CSA) program, exploring two unmanned platforms: a missile‑like system and a conventional UAV‑type aircraft. The concepts are designed for launch from ground, naval vessels, and airborne carriers...
Mitsubishi Heavy Integrates Hivemind AI Into Drone
Mitsubishi Heavy Industries completed flight demonstrations of AI‑powered mission autonomy for its ARMD UAV using Shield AI’s Hivemind Enterprise platform. The full development cycle—from AI design and training to hardware integration and flight—was finished in just eight weeks. Demonstrations took...
OPINION: How the Software-Defined Vehicle Is Redefining Development
Automakers are shifting from hardware‑centric cars to software‑defined vehicles (SDVs), where code determines functionality, performance, and user experience. Centralized computing architectures replace fragmented ECUs, enabling over‑the‑air updates, feature‑on‑demand, and continuous improvement. This transition forces OEMs to adopt agile, data‑driven development...
Royal Netherlands Navy Receives 12 V-BAT Drones
After extensive testing, the Royal Netherlands Navy has purchased twelve V‑BAT autonomous drones from Shield AI. The drones, fitted with radar and high‑resolution cameras, provide long‑duration, high‑altitude maritime reconnaissance and can operate without satellite connectivity. Control units are being installed...
Hôtel Monville Upgrades Room-Service Robot with Pudu Flashbot System
Hôtel Monville has replaced its original Savioke room‑service robot with Pudu Robotics' Flashbot, a more powerful model featuring two to four delivery compartments. The upgrade expands the robot’s capacity to handle a broader range of guest requests, from amenities to meeting...
Hesai Joins Nvidia Halos AI Systems Inspection Lab
Hesai Technology has joined Nvidia’s Halos AI Systems Inspection Lab, the first ANSI‑accredited facility for testing AI‑driven physical systems. The partnership obliges Hesai to evaluate its LiDAR platforms against a unified framework covering functional safety, cybersecurity and AI compliance. Hesai,...
DeepRoute.ai Presents 40B VLA Model for Scalable Autonomy
DeepRoute.ai unveiled a 40‑billion‑parameter vision‑language‑action (VLA) foundation model at Nvidia GTC 2026, compressing the autonomous‑driving data‑processing cycle from over five days to roughly 12 hours per iteration. The model simultaneously drives, analyzes events, and critiques trajectories, automating high‑value training data...
Glencore-Owned Raglan Achieves Autonomous Haulage Milestone at Anuri
Raglan Mine, owned by Glencore, marked a milestone when its first autonomous haul truck successfully discharged ore at the Anuri underground operation in Quebec. The unload was executed from a remote control centre 14 km away using Sandvik’s AutoMine® platform, which...
Innodisk and Aetina Demo Heavy Vehicle AI Safety at GTC 2026
Innodisk and its subsidiary Aetina showcased a heavy‑vehicle safety platform at Nvidia GTC 2026 that merges surround‑view perception with AI‑driven driver monitoring on the Jetson AGX Orin. The solution stitches eight GMSL2 camera feeds via a custom capture card, delivering real‑time...
AI-Powered Robot Learns How to Harvest Tomatoes More Efficiently
Osaka Metropolitan University researchers unveiled an AI‑driven robot that evaluates the “harvest‑ease” of each tomato before attempting to pick it. The system blends image recognition with statistical analysis to select optimal picking angles, achieving an 81% success rate in field...
Einride Launches Cabless Autonomous Freight Test on Texas Highway 130
On March 18, 2026, Swedish autonomous‑vehicle company Einride announced a partnership with the operator of Texas State Highway 130 to create a testbed for cabless freight trucks. The pilot will run on the toll‑road corridor, representing the first large‑scale autonomous...
Didi Autonomous Driving Teams Up with Raytron to Add Thermal Imaging to Next‑Gen Robotaxi Fleet
Today Didi Autonomous Driving announced a partnership with Chinese thermal‑imaging specialist Raytron to equip its upcoming robotaxi platform with advanced thermal cameras, enhancing perception and safety for passengers across China.
Uber and Nvidia Commit to 28 City Level‑4 Robotaxi Rollout by 2028
Uber CEO Dara Khosrowshahi and Nvidia founder Jensen Huang announced on March 17 that Uber will launch Nvidia‑powered Level 4 robotaxis in Los Angeles and San Francisco in the first half of 2027, expanding to 28 cities across North America, Europe,...
Saildrone and Woolpert Deploy Autonomous Surface Vessel for NOAA Seafloor Mapping
Saildrone and Woolpert have teamed up to collect high‑resolution bathymetric data for NOAA around the Mariana Islands using a 20‑meter autonomous surface vessel, the Saildrone Surveyor. The unmanned platform began mapping a 13,000‑square‑nautical‑mile area of the northwestern Pacific this month,...
Robots and AI Are Tackling some of the Biggest Challenges in Construction
The U.S. construction industry generates about $2.1 trillion annually, yet over three‑quarters of projects face delays due to fragmented monitoring and a skilled‑labor shortage. Virginia Tech and Procon Consulting have created “Mario,” a coordinated system of robots, drones, AI sensing, and computer...
New Igus Modular Autonomous Mobile Robot Platform Is Easy to Configure and Deploy
igus unveiled the ReBelMove Pro, a modular autonomous mobile robot designed for rapid, code‑free deployment across industrial settings. The compact AMR reaches 6.5 mph, lifts 550 lb, and can tow nearly 2,000 lb while mapping 2,150 sq ft in under three minutes using LIDAR, 3D...
Autonomous Navigation of Microrobots in Complex Flows Demonstrated for the First Time
Researchers at Leipzig University have, for the first time, demonstrated that synthetic microswimmers can autonomously navigate complex fluid flows by using their own body shape as a sensor. The team employed reinforcement‑learning algorithms coupled with real‑time optical control, enabling particles...
Humanoid Robots Are Coming, Just Not to Cook Your Dinner (At Least Not Yet)
Humanoid robots are generating buzz at IFA and CES, but the near‑term kitchen solution appears to be countertop cooking devices rather than bipedal machines. Startups such as Posha and Nosh are building appliances that combine multi‑step cooking intelligence with automated...
Booster K1: Rugged, Balanced Robot at Quarter Price
Loving the Booster K1 robot 🤖 It moves + balances very well and is super rugged (it’s survived the bushes already). Also has a fully open API to train and upload your own policies - all at << 1/4 cost...
First NATO Support and Procurement Agency(NSPA) Call-Off Orders Placed for Parrot ANAFI UKR Micro-UAV Systems
Parrot announced that NATO Support and Procurement Agency (NSPA) has issued its first call‑off orders for the ANAFI UKR micro‑UAV, with deliveries scheduled for Q1 2026 in batches of 100‑500 units and potential scaling to thousands. The initial orders serve the Finnish...
Trapped in a Self-Driving Car During an Anti-Robot Attack
A San Francisco passenger was trapped inside a Waymo autonomous taxi when an anti‑robot protester smashed windows and threatened the occupants. The attacker exploited the vehicle’s safety‑stop feature, a design intended to protect pedestrians but now creating a stationary target. Similar...
ZenaTech Develops Low-Cost, Single-Use Autonomous Interceptor Drone for ZenaDrone’s Counter-UAS System for US Defense, Middle East, and Ukraine Use
ZenaTech announced that its ZenaDrone unit is developing Interceptor‑P1, a low‑cost, single‑use autonomous VTOL drone designed to physically intercept hostile UAVs. The expendable interceptor targets the cost asymmetry in modern warfare, offering a cheaper alternative to missiles and laser systems....
Advantech and FORT Robotics Collaborate to Advance Safe Physical AI on MIC-735
Advantech and FORT Robotics announced the MIC‑735, an industrial‑grade edge AI system built on NVIDIA’s IGX Thor platform and powered by the IGX T5000 module. The solution embeds functional safety through NVIDIA Halos and FORT’s Nano Safety Controller Pro, delivering up to 2,070 FP TFLOPS...
Ecorobotix Reaches Milestone: 1,000 ARA Ultra-High Precision Sprayers Sold Worldwide
Swiss ag‑tech firm Ecorobotix announced that it has sold 1,000 ARA ultra‑high precision sprayers worldwide over the past five years. The AI‑driven machines deliver a 6 × 6 cm treatment footprint, cutting herbicide use by up to 95% compared with conventional broadcast spraying....
BlueBotics Bridges the Gap Between AGVs and AMRs with the Launch of SmartPass
BlueBotics introduced SmartPass, an add‑on to its ANT software suite that equips AGVs and AMRs with configurable obstacle‑avoidance while keeping them on virtual paths. The function lets robots take the shortest detour around blockages, then return to their predefined route,...
Research Round-Up: Off-Road Autonomy and Multi-Robot Collaboration
Recent research showcases Clearpath Robotics platforms powering advances in off‑road autonomy, precision agriculture, and swarm construction. The University of Rochester used a Warthog to validate the TSEASL planner, achieving smoother, more stable forest navigation. UC Riverside deployed a Jackal in...
NVIDIA GTC 2026: Universal Robots, Scale AI Launch Imitation Learning System to Accelerate AI Model Training
Universal Robots and Scale AI unveiled the UR AI Trainer at NVIDIA GTC 2026, a system that captures high‑fidelity force, torque and vision data to train AI models directly on production‑grade robots. The trainer uses a leader‑follower configuration to record...
Tesla Robotaxi Appears to Be Heading to a New U.S. City
Tesla spotted a fleet of Model Y vehicles equipped with rear‑camera washers in Henderson, Nevada, a clear indicator that the company is preparing to launch its Robotaxi service in Las Vegas. The unique hardware confirms these cars are dedicated Robotaxi units,...
Researchers Find Driverless Cars and Digital Twins Need More than 5G
Researchers at the University of Glasgow and Heriot‑Watt University, funded by the TransiT hub, discovered that everyday traffic can significantly degrade 5G signals needed for autonomous vehicles and digital twins. In a simulated 160‑metre urban road, high congestion reduced the...
NVIDIA GTC 2026: Vention Debuts Rapid Operator AI for Autonomous Bin Picking
Vention unveiled Rapid Operator AI at NVIDIA GTC 2026, a turnkey system that automates deep bin picking in unstructured environments. Built on the Generalized Robotic Industrial Intelligence Pipeline (GRIIP) and integrated with NVIDIA Isaac models, the solution delivers up to...
OC‑SORT Boosts Tracking by Prioritizing Motion Over Detection
OC-SORT: Improving Object Tracking by Fixing Motion, Not Just Detection In this episode of Artificial Intelligence: Papers and Concepts, we explore OC-SORT (Observation-Centric SORT), an evolution of traditional tracking algorithms that improves how AI systems follow objects in dynamic environments. While...
LLMs Safe in Code, Dangerous when Controlling Robots
Theory: We don't let LLMs control robots and operate freely in the physical world (yet?) because they'd fall all the time, break everything, and cause massive damage. But in software the falling and the massive damage are invisible, so it's fine. https://t.co/HMltzq20lp
Seasats Quickfish USV Completes 8-Day Continuous Sea Trial
Seasats announced that its Quickfish autonomous surface vessel successfully completed an eight‑day continuous sea trial, demonstrating over‑35‑knot top speed and multi‑week on‑station endurance. The hybrid jet‑electric propulsion and a dedicated payload bay for UAV launch set it apart from other...
AI Agents Gain Expense Cards, Breaking Financial Limits
AI agents are getting expense cards. Ramp and Stripe are both building infrastructure that lets autonomous agents buy, spend, and transact end-to-end without a human in the loop. The ceiling on what agents can do has always been money. That...
Nissan's Self-Driving Shows Remarkable
On Yokohama🇯🇵 streets... The behaviour that most impressed me about @Nissan's selfdriving tech is 👇🏽 https://t.co/tGMsVqllhO
Bones Studio to Release BONES-SEED - the First Multimodal Motion Dataset Purpose-Built for Humanoid Robotics
Bones Studio announced the release of BONES‑SEED, a multimodal motion dataset tailored for humanoid robotics. The open‑source collection contains 142,000 high‑fidelity human motion sequences, each enriched with up to six natural‑language captions, precise temporal segmentation, and detailed skeletal metadata. Built...
UBER, NVDA “Launch” Likely Just Safety Driver Level 2
"The headline “launch” by $UBER and $NVDA may simply mean a safety driver behind the wheel of a Level 2 car in the first half of next year."
PTC Teams with NVIDIA to Unite Design and Robotics Simulation by Connecting Onshape to NVIDIA Isaac Sim
PTC announced a cloud‑native integration that links its Onshape CAD and PDM platform directly with NVIDIA’s Isaac Sim robotics simulation framework. The workflow streams mechanical relationships from Onshape into Isaac Sim, automatically updating physics‑based simulations whenever designs change. Demonstrated at...
UK Open Skies Network to Create UK’s First Droneport, AAM Test-Flight Hub
Open Skies Network has partnered with ASONE Park to build the United Kingdom’s first DronePort at St Merryn Aerodrome in north Cornwall. The aviation campus will host eVTOL, eSTOL and BVLOS drone operations, creating a multi‑use environment where traditional and emerging aircraft...
FANUC Accelerates Physical AI in Industrial Robotics, Leveraging NVIDIA Technologies
FANUC announced a strategic partnership with NVIDIA to accelerate "physical AI" in its industrial robot lineup. The collaboration embeds NVIDIA Jetson edge modules, Isaac Sim, and Omniverse into FANUC's robots and ROBOGUIDE software, enabling photorealistic digital twins and real‑time AI...