Today's Autonomy Pulse
Volkswagen to Deploy Full-Domain AI Agents in New Models by H2 2026
Volkswagen announced that its Agentic AI for All roadmap will see full deployment in vehicles built on the CEA architecture starting in the second half of 2026. The locally trained large-language-model system moves beyond passive assistants to proactively manage parking, route adjustments and cabin preferences while keeping all data inside the vehicle.
What Is Terrain Relative Navigation, and Why Is It Important?
NASA’s Terrain Relative Navigation (TRN) lets spacecraft compare live images with onboard maps to pinpoint safe landing zones. First proven on the Mars 2020 Perseverance rover, TRN reduced landing uncertainty from miles to roughly 50 meters. The system’s compact camera‑computer design has since been adopted by commercial lunar partners and is slated for future missions to the Moon, Europa, and beyond. Its autonomous hazard‑avoidance capability marks a shift toward more ambitious, science‑rich planetary landings.
Electronic Skin Enables Humanoid Robots to Truly Feel
Electronic Skin Could Give Humanoid #Robots a Real Sense of Touch by @CyberRobooo #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/nPzkdQpSdO
Agility Robotics Secures Commercial Deal with Toyota Motor Manufacturing Canada
Agility Robotics has signed a Robots-as-a-Service agreement with Toyota Motor Manufacturing Canada to place seven Digit humanoid robots at the Woodstock, Ontario plant that builds RAV4 SUVs. The robots will automate repetitive logistics tasks such as loading and unloading totes...
DIY BaBot Teaches Real-World Control Systems
BaBot: The DIY Ball-Balancing #Robot That Teaches Real Control Systems via @WevolverApp #Robotics #Engineering #ArtificialIntelligence #Technology https://t.co/tGizRJRcmJ
Sphere Brings HubT Drone Manufacturing In-House to Speed Deployments
Sphere, an Australian full‑stack tech provider, is moving HubT autonomous drone hardware manufacturing entirely in‑house. The shift includes enclosure fabrication, electrical integration and compliance testing, enabling faster, repeatable production cycles. New trailer and skid deployment configurations reduce site preparation, while...
Robotic Arm Enables Smart Cleaner to Pick Up Clutter
This Smart Cleaning #Robot Picks Up Clutter and Scrubs Floors with a #Robotic Arm by @XRoboHub #EmergingTech #Technology #Innovation https://t.co/kcCM6YUmin
Waymo Co-CEO Pushes Personal-Car Autonomy Amid Austin School-Bus Safety Scrutiny
Waymo co-CEO Dmitri Dolgov announced plans to embed its robotaxi technology in privately owned cars, even as the company grapples with a series of school‑bus‑passing incidents in Austin that have drawn NHTSA and NTSB investigations. The dual narrative highlights both...
Tesla Optimus Gen 3 Is Coming to the Tesla Diner with New Ambitions
Tesla is reintroducing its Optimus robot to the Tesla Diner in Hollywood with the third‑generation (Gen 3) model. The new robot features 50 actuators and 22 degrees of freedom per hand, powered by Tesla’s AI5 chip and Grok‑enabled voice interaction. Musk...
Ericsson Patenteia Solução Brasileira De Gerenciamento Autônomo De Redes
Ericsson announced a Brazil‑originated patent for an intent‑based network management method developed by researcher Pedro Henrique Gomes. The solution creates public and private profiles that let operators set high‑level objectives while the infrastructure determines how to meet them, working across...
Waymo Dallas Field Report
Waymo has identified two distinct depots in Dallas, one temporary hub in West Dallas with about 18 vehicles and portable charging, and a larger, permanent‑type site in East Dallas equipped with roughly 36 fast chargers. The depots sit on opposite...
Uber and Rivian Commit $1.25 B to Launch Autonomous Rides in Miami by 2028
Uber has pledged $1.25 billion to Rivian and will buy 10,000 R2 electric SUVs for a driverless rideshare service launching in Miami in 2028, with San Francisco as a second launch city. The partnership targets 25 U.S. markets by 2031, positioning...
Construction Data Woes Hold Back Robot Use
Construction firms are deploying robots and AI to automate tasks like wall layout scanning and schedule analysis, promising faster decisions and risk mitigation. However, executives at New York Build 2026 warned that these tools are only as reliable as the...
Autonomous Railcar Builder Signs Short Line Operator
Intramotev, a developer of autonomous freight railcars, announced a new partnership with short‑line operator R.J. Corman Railroad Company. The company’s TugVolt railcars will be deployed on Corman’s 113‑mile Memphis Line, serving 30 customers across Kentucky and Tennessee. R.J. Corman, which...
Accelerator-Equipped MCU Brings Greater Access to AI in Cars
STMicroelectronics introduced the Stellar P3E, an automotive microcontroller that embeds a Neural‑ART accelerator for on‑chip AI inference. The MCU consolidates multiple ECUs, features six Cortex‑R52+ cores up to 500 MHz, and includes high‑density xMemory. By offloading machine‑learning tasks to the NPU, the...
Robots with Different Bodies Can Now Share Skills: What Intention-Based Learning Changes
Researchers introduced Intention‑Aligned Imitation Learning (IAIL), a method that lets robots share skills by focusing on high‑level goals expressed in natural language rather than exact motions. Published in Science Robotics, the approach was validated on seven heterogeneous robots across 30...
Universal Robots and Scale AI Unveil UR AI Trainer at GTC
Universal Robots announced the UR AI Trainer, a joint solution with Scale AI, at NVIDIA’s GTC 2026. The system uses a leader‑follower robot configuration to record high‑fidelity motion, force and visual data for training vision‑language‑action models. Integrated with UR’s AI...
DHL Supply Chain Accelerates Automation Deployments with SVT Robotics SOFTBOT Platform
DHL Supply Chain announced deployment of SVT Robotics' SOFTBOT platform across its global warehouse network. The plug‑and‑play solution lets DHL integrate new robotics up to twelve times faster than its previous custom‑coding approach, shrinking rollout times from weeks to hours....
Can Smart Freight Tech Fix Congestion on I-40 Near Memphis?
The Tennessee Department of Transportation has teamed with Cavnue, LLC to launch a smart freight corridor pilot on I‑40 between Memphis and the upcoming Ford Blue Oval City campus. The initiative will deploy connected and autonomous trucking technologies, installing temporary...
Gecko Robotics Lands $71 Million Navy Contract, Eclipsing Its Lifetime Revenue
Gecko Robotics, the pre‑IPO robotics specialist, won a five‑year, $71 million contract from the U.S. Navy to inspect 18 warships. The deal exceeds the $60 million in revenue the company has generated to date, underscoring the accelerating demand for autonomous inspection technology...
How Aigen Transformed Agricultural Robotics for Sustainable Farming with Amazon SageMaker AI
Aigen, a maker of autonomous weed‑removing robots, migrated its machine‑learning pipeline to Amazon SageMaker AI to overcome on‑premises bottlenecks. By automating data labeling with vision foundation models and leveraging SageMaker’s distributed training, the company boosted labeling throughput 20‑fold and cut...
HEAPGrasp: A Faster, Smarter Way for Robots to Handle Tricky Objects
Researchers at Tokyo University of Science introduced HEAPGrasp, a novel robot grasping system that relies solely on RGB images to reconstruct 3D shapes of transparent, reflective, and opaque objects. By extracting silhouettes from multiple viewpoints and using a shape‑from‑silhouette algorithm...
Chinese Humanoid Robot Slaps Child in Viral Demo Mishap, Sparking Safety Concerns
On March 21 in Shaanxi, China, a Unitree G1 humanoid robot accidentally slapped a young boy in the face while performing a choreographed spin. The 35‑kilogram (≈77‑lb) machine kept executing its routine even as handlers tried to intervene, prompting a viral...
Airbus’ Uncrewed Bird of Prey Interceptor Autonomously Engages Kamikaze Drone with Frankenburg Missile
Airbus demonstrated its Bird of Prey uncrewed interceptor in northern Germany, where the drone autonomously located and engaged a simulated kamikaze threat using a Mark I air‑to‑air missile from Frankenburg Technologies. The prototype, derived from a Do‑DT25 platform, carried four lightweight...
Tesla Will Soon Unleash Scaled Robotaxi
Tesla announced that it will begin production of its Cybercab robotaxi within weeks, expanding supervised robotaxi deployments and hiring additional drivers and testers. The company aims to scale the service to serve the 100 million U.S. commuters who drive alone and...
SoftBank’s Physical AI Push Gives AI-RAN a Sharper Purpose
SoftBank is rebranding from a traditional carrier to an AI‑native infrastructure provider, centering its strategy on Physical AI that couples vision‑language models with robot actions. It proposes an AI‑RAN architecture where edge MEC handles perception and task planning, while the...
Skyports Drone Services Brings Automated BVLOS “Drone-in-a-Box” Aerial Surveying to German Construction Leader HOCHTIEF, Piloted From Spain
Skyports Drone Services has deployed an automated BVLOS “drone‑in‑a‑box” system at HOCHTIEF’s Rheinbrücke Leverkusen bridge site in Germany, with all flights piloted remotely from its Madrid operation centre. The weekly surveys generate 2D and 3D outputs via DroneDeploy, giving HOCHTIEF...
Voyager Awarded Contract with Icarus Robotics
Voyager Technologies announced a mission‑management contract with Icarus Robotics to fly the free‑flying Joyride robot on the International Space Station. The agreement covers payload integration, safety certification, launch coordination, on‑orbit operations planning and real‑time execution support. Voyager leverages its heritage...
Neolix Scales RoboVan-as-a-Service Model, Accelerates Expansion Across China and Overseas
Neolix announced that its RoboVan-as-a-Service (RaaS) model has processed over 1.5 million on‑demand delivery orders and logged more than 40 million kilometers of autonomous driving across Chinese cities. In Qingdao, the company now runs one of the largest single‑city autonomous fleets, handling...
A3 Launches Introduction to Industrial Robotics Course
Association for Advancing Automation (A3) has introduced an on‑demand Introduction to Industrial Robotics course, a 2.5‑hour program aimed at professionals across manufacturing and operations. The curriculum offers a vendor‑neutral, system‑level view that blends business and technical concepts, with pricing set...
Zoox Expands Robotaxi Service to Austin, Miami, Quadruples SF Coverage
Amazon's Zoox announced a rollout of its robotaxi fleet to Austin and Miami later this year and a four‑fold expansion of its San Francisco service area. The move comes as the company readies itself to charge riders after pending NHTSA clearance,...
Uber, Pony.ai and Verne Launch Europe's First Robotaxi Service in Zagreb
Uber Technologies, autonomous‑driving firm Pony.ai and Croatian fleet‑manager Verne have announced the launch of Europe's first commercial robotaxi service in Zagreb. The trio plans to scale the operation to thousands of driverless cars and expand to other European cities over...
HMND 01 Alpha Goes to Work: Humanoid Completes Automotive Manufacturing Logistics POC with SAP and Martur Fompak
Humanoid’s HMND 01 Alpha wheeled robot completed a live‑production logistics proof of concept with SAP and Martur Fompak, demonstrating autonomous picking and delivery in an automotive factory. The robot received task orders from SAP’s Business AI, navigated to pallets, retrieved KLT...
Image Annotation Outsourcing Services Philippines: The 3D Sensor Fusion Frontier
Image annotation outsourcing in the Philippines has moved from simple 2D labeling to high‑precision 3D spatial engineering, supporting LiDAR, radar and camera sensor‑fusion for robotics. Teams now employ "Spatial Technicians" who deliver sub‑millisecond synchronization, panoptic segmentation and temporal tracking across...
We're Talking About Remote Assistants
The Center for Auto Safety podcast argues that the AVSC’s definition of autonomous‑vehicle remote assistants (RAs) incorrectly claims they have no safety role, a premise the industry uses to downplay liability. In reality, RAs intervene in safety‑critical moments, making driving...
Humanoid Robot Tested in Hospital May Alleviate Staff Shortages
This is Unitree G1, a Chinese humanoid robot being tested at a hospital setting, opening drawers, restocking supplies, and moving the bed. I still have doubts about widespread use due to the Moravec paradox, but maybe healthcare professional shortages can become so...
Bipedal Robot Regains Balance After Every Fall
This All-Terrain Bipedal #Robot Keeps Its Balance—and Gets Back Up After Falling via @ZappyZappy7 #AI #MachineLearning #Robotics #ArtificialIntelligence #Innovation #Technology https://t.co/6RlBAo7im4
Two New Campaigns with Equinor to Keep Reach Subsea’s USV at Work
Norway’s Reach Subsea has landed two additional call‑offs from state‑owned Equinor under their existing frame agreement, deploying its uncrewed surface vessel Reach Remote 1 for gas reservoir monitoring at the Troll field and extensive subsea inspection, maintenance and repair (IMR) work...
Exploring Tomorrow: Humanoids, Flying Cars, AI Advances
My interview with Shawn Ryan is now live We sat down for a 3-hour deep dive into the future of humanoid robots, flying cars, weapon detection systems, and next generation AI interfaces Youtube Video: https://t.co/QpX9tBQdmz https://t.co/BccuY3KhVw
Merlin Labs Targets Unlimited Aircraft Sizes with AI Pilot
Merlin Labs is eyeing civil applications for its AI-powered Merlin Pilot autonomous flight control system and says there's “no hard ceiling” for the size of aircraft its tech could eventually be installed on. We sit down with CTO Tim Burns...
Applied Intuition, LG Innotek Partner to Speed Autonomous Vehicle Production
Applied Intuition and LG Innotek have signed a strategic partnership that couples LG Innotek's camera, LiDAR and radar sensors with Applied Intuition's Self‑Driving System. The deal aims to cut development cycles for OEMs and expands into drones and robotics, leveraging...
Service and Charging Key to Scaling Autonomous Fleets
Check out this video of the first @Avis depot servicing @Waymo. Service and charging may not be the sexy part of autonomy, but they are critical to scaling it. 🧐🤠 $CAR $GOOGL
China’s Driverless Bus Operates Non‑Stop, 24/7
No Driver, No Breaks: China’s #Autonomous Bus Runs 24/7 by @jacksonhinklle #SelfDrivingCars #AutonomousVehicles #ArtificialIntelligence #Automation #Automotive #Transport https://t.co/bJdmx8VNwr
MegazoneCloud and AVITA Team Up to Deploy Physical AI Services for Enterprises
MegazoneCloud announced a strategic partnership with Japanese AI avatar leader AVITA to co‑develop physical AI services that combine autonomous robots with conversational avatars. The alliance targets enterprise customers in retail, finance, manufacturing and public sectors, aiming to cut costs and...
When AI Takes the Helm: Belgian Webshop Operates Completely Autonomously
Belgian startup NXTGN launched “Is This Real?”, an online T‑shirt shop run entirely by artificial intelligence. The AI generates daily designs based on current news, handles product creation, marketing, sales and automated newsletters without any human decision. Each design is...
Smart Manufacturing Has an AI Problem — Just Not the One You Think
Manufacturers have rapidly embraced AI, with generative‑AI usage climbing from roughly 10% to over 60% of plants in just two years. While AI now predicts failures, optimizes schedules and forecasts demand, the real hurdle is that these models often operate...
Robot Gains True First-Person Vision Capability
Seeing Through Its Own Eyes: Building a #Robot with True First-Person Vision via @WevolverApp #AI #MachineLearning #Robotics #ArtificialIntelligence #Innovation #Technology https://t.co/yby6It2Jwd
Electric and Hybrid Aerial Drone Fleets Are Expanding Their Footprint
Renewable‑powered uncrewed aerial vehicles are moving from prototype to frontline deployment, with electric and hybrid drones gaining traction across Western militaries. The UK Royal Navy cleared the T‑150 for combat, while the United States and France are pouring funds into...
NASA's Zero-Gravity Arms Master Delicate to Heavy Grips
NASA’s Zero-Gravity #Robotic Arms Master Delicate, Heavy, and Irregular Grips by @tweetciiiim #Tech #TechForGood #EmergingTech https://t.co/0GYmLH3Zxd
NAD Strengthens Board with Former UK Armed Forces Minister James Heappey
Nordic Air Defence (NAD), a Stockholm‑based defence‑tech startup, announced the appointment of former UK Armed Forces Minister James Heappey and Head of Product Nicholas Högasten to its board. The move comes as NAD pushes its K100XR autonomous interceptor into European...
Tesla FSD Mocks BMW Human Driver: Saves Pedestrian From Near Miss
A Reddit video shows Tesla's Full Self‑Driving (FSD) software anticipating a pedestrian crossing before a distracted BMW driver reacts, ultimately stopping to avoid a near‑miss. The incident highlights FSD's ability to read subtle body cues and predict intent, a capability...