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.
Mathematical Models Help Farm Robots Work Together in Real Time
Researchers at the Dutch University of Groningen have unveiled the FARMLAB project, which uses mathematical control systems instead of data‑heavy AI to coordinate drones and ground robots in agriculture. The approach leverages systems‑and‑control theory to predict and synchronize robot movements in real time, even when the fleet includes mixed sensor configurations. By reducing reliance on large training datasets, the method promises more reliable, scalable robot cooperation for precision farming. AI remains in the loop for perception tasks such as weed detection.
Future Revenue Spikes: Solar, Insurance, Robotaxi Dominate Post-2030
I ❤️ Alex Potter and his team. Interesting that they project - licensing revenues from 2032 onwards - hardware from 2033 - subscription only increasing significantly in 2030 - vehicles alone hoovering - solar growing more than any other energy category - insurance 🤯 - Robotaxi...
Weeding Robot Part of Integrated Weed Management
Wageningen University & Research’s 2025 field trial in Valthermond tested three autonomous weeding machines—Ekobot, Andela Electro Weeder, and Ecorobotix Ara spot sprayer—within an Integrated Weed Management (IWM) framework for direct‑drilled onions. Full chemical control still produced the highest yields, while...
Modular Robot Snails Combine to Form Arms and Scale Obstacles
#Robot Snails That Team Up: Bio-Inspired Modular Bots Form Arms, Climb Obstacles, and Tackle Big Tasks by @lukas_m_ziegler #Innovation #EmergingTech #Technology https://t.co/qgcoiBgofJ
Autonomous Tracking Technology Secures High-Gain UAV Links & Extended Mission Range
DTC, a Codan company, has launched the BluTrak-90-D autonomous tracking antenna for unmanned aerial vehicles. The system uses an onboard microprocessor and embedded algorithms to follow a drone’s movement without manual alignment, delivering real‑time link maintenance. Housed in an IP67‑rated...
ECHO 10K Sensor & AI Platform Launched for Persistent UAV Surveillance
Sapient Perception unveiled ECHO, the first dedicated 10K‑resolution sensor for UAVs, paired with the FORGE processing module and IGNITE AI framework. The system delivers ultra‑wide, high‑resolution imagery and on‑board AI detection, eliminating the need for high‑bandwidth links and reducing operator...
Robots to the Rescue? South Korea Looks for AI Solutions to Dwindling Army Numbers
South Korea's defense ministry is in talks with Hyundai Motor to field AI‑driven robots on the battlefield as the country grapples with a shrinking standing force. The army, which has lost 20% of its troops over six years and may...
The Future of Autonomous Driving Runs on Living Maps
TomTom’s Vice President of Product Management, Mike Gilbert, outlined how the company’s "living maps" are evolving into continuously refreshed spatial intelligence platforms. By ingesting real‑time sensor feeds, AI models, and crowd‑sourced updates, the maps adapt instantly to road, traffic, and...
RIVR Robot Sits to Deliver Packages From Below
RIVR Delivery #Robot Sits Down to Drop Packages from the Bottom by @rivr_tech #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/70fBYkWQCh
IBM Pushes Agentic AI Into Supermarkets as Grocery Retailers Race to Automate
IBM is expanding its agentic artificial‑intelligence platform to supermarkets, promising autonomous inventory, demand forecasting and dynamic pricing. The move intensifies a technology arms race among retailers in Europe and the United States seeking faster, data‑driven store operations.
Medtronic Deploys AI‑Powered Stealth Axis Autopilot for Spine Surgery on West Coast
Medtronic introduced its AI‑enabled Stealth Axis Autopilot robotic platform in a spinal fusion at UC San Diego Health, where neurosurgeon Dr. Joseph Osorio used the system to place six screws across three vertebrae. The procedure demonstrates how machine‑learning models can...
Misrepresenting Self
This is not, I think, a responsible way to summarize the evidence on the safety benefits of self-driving cars https://t.co/SRHwi6cy2b
NHTSA Launches Formal Probe Into Avride Robotaxi Crashes in Texas
The U.S. National Highway Traffic Safety Administration has opened a formal investigation into Avride’s automated driving system after at least 16 crashes involving its robotaxis in Dallas and Austin. The probe, which covers roughly 200 vehicles operating on Uber’s platform,...
Led by Industry, Japan and Taiwan Plant Seeds of Drone Cooperation
Japan and Taiwan are initiating a joint drone development effort led by industry groups, aiming to build a supply‑chain alternative to China’s dominance. The partnership was highlighted by a demonstration of Taiwan‑made Hummer 2 drones at a training session in Yilan....
Sony's AI Robot Took On Human Table Tennis Pros – Here's Who Came Out On Top
Sony’s AI‑driven robot Ace, detailed in a Nature paper, competed against Japan’s top table‑tennis players. In the initial trial the robot won 7 of 13 matches versus elite amateurs but only 1 of 7 against professional league players. A follow‑up...
Kodiak AI, Roehl Transport Start First U.S. Commercial Autonomous Freight Service
Kodiak AI and Roehl Transport began a four‑roundtrip‑per‑week autonomous freight operation between Dallas and Houston, marking the United States' first commercial driverless trucking service. The partnership leverages Kodiak’s AI‑powered driver and Roehl’s safety‑first culture to prove that autonomous freight can...
Serve Robotics Posts 578% Revenue Surge as DoorDash Partnership Fuels Premium Delivery Growth
Serve Robotics reported a 578% year‑over‑year revenue increase in Q1 2026, with fleet revenue climbing tenfold and a six‑times boost in DoorDash merchant count. The growth reflects a broader shift in gig‑economy platforms toward premium offerings for higher‑earning customers, a...
Cognex Unveils In‑Sight 3900 AI Vision System for Robotics, Boosting Speed and Accuracy
Cognex Corp. launched the In‑Sight 3900 Vision System, a fully integrated AI‑powered vision platform built on Qualcomm Dragonwing. The system promises deterministic, real‑time inspections at full line speed, eliminating the traditional trade‑off between inspection depth and throughput for robotic automation.
Tesla, SpaceX and Intel Commit $55B to Terafab Fab Targeting Robotics AI Chips
Tesla, SpaceX and Intel have announced a $55 billion first‑phase investment in a joint semiconductor fab, Terafab, designed to produce 2‑nanometer AI chips for autonomous vehicles, humanoid robots and AI data centers. The venture, which could swell to $119 billion across all...
Supervised Is Not Autonomous, Autonomous Is Not Supervised
The UK’s May 7 local elections have shifted the political climate toward protectionism, putting Uber and Lyft’s planned deployment of Chinese‑made Baidu RT6 robotaxis in London at risk. Both firms have already shipped the RT6 units for mapping, but rising...
Uber CEO Calls Self-Driving Market a Trillion-Dollar Opportunity as Q1 Shows 25% Booking Growth
Uber chief Dara Khosrowshahi said the autonomous‑vehicle market could eventually be worth a trillion dollars, a view reinforced by the company's Q1 2026 earnings that posted 25% growth in gross bookings and a 44% jump in adjusted earnings per share....
Tesla's FSD Records Set to Plateau Until Competitors Catch Up
FSD Cannonball Run records are following the traditional pattern set by IC cars starting in 1915! A few pioneers (like @DavidMoss @BLKMDL3 and my team) optimizing to be first, then for temp/traffic/weather, then platform… BUT since @Tesla is the only platform that...
Beijing Auto Show 2026 Unveils Dozens of Autonomous Vehicle Concepts and Pilots
The Beijing International Automotive Exhibition 2026 showcased 1,451 vehicles, featuring 181 world premieres and a wave of autonomous prototypes from Chinese makers such as XPeng, SAIC and Geely. The show highlighted AI‑native designs, map‑free logistics robots and the rapid commercialization...
Yarbo Robot Mower Flaw Exposes Consumer‑Robot Security Gaps
Security researcher Andreas Makris disclosed critical vulnerabilities in Yarbo’s autonomous lawn mower, showing that thousands of units could be hijacked to expose user data and even cause physical harm. Yarbo pledged a week‑long rollout of security updates but left a...
Video: New Comet and Chaser USV by BlackSea Technologies
BlackSea Technologies showcased its new Comet and Chaser unmanned surface vehicles at Sea Air Space 2026. The 13.1‑meter Comet can haul up to 10,000 lb, sport a BRAWLR launcher with AIM‑9X and Hellfire missiles, and sustain 1,000 nautical miles at 40 knots. The...
Self-Driving Cars and Old Computers
Older autonomous vehicles face a looming software‑support crisis as hardware ages beyond the capabilities needed for new safety updates. Manufacturers may shift from active development to maintenance‑only patches, offer costly mid‑life hardware upgrades, downgrade features, or declare end‑of‑life, potentially disabling...
Do City Delivery Drones Make Sense? No One Knows, but They're Flying Over NYC
British firm Skyports is running a one‑year pilot that ferries light cargo across New York City’s East River for a health‑care system. Weekday flights currently transport paper and could later include light pharmaceuticals, operating under FAA, Port Authority and NYC Economic...
McLane Deploys Aurora’s Driverless Trucks, First Berkshire Long‑Haul Autonomy
McLane Company, a Berkshire Hathaway subsidiary, has upgraded its Dallas‑Houston pilot with Aurora Innovation to fully driverless commercial operations. The rollout will use Aurora’s SAE Level 4 system and a new fleet of 200 Volkswagen‑built trucks, with the first vehicles expected...
Robots Automate Solar Installation, Accelerating Energy Expansion
One solar panel every 30 seconds. That’s where robotics starts becoming more than a demo. The interesting part is not the panel itself anymore. Solar hardware has become relatively cheap. The real bottleneck is installation: labor, wiring, mounting, and deployment speed. This is exactly...
Companies Adopt Camera Systems to Boost Factory Efficiency
Lots of companies going after factory management and efficiency improvement using camera based systems. 👇🏽
Robo.ai to Acquire Neurovia for $100 Million in All‑Stock Deal to Power AI Data Infrastructure
Robo.ai Inc. agreed to acquire 100% of Neurovia AI Limited for $100 million in stock, a move designed to accelerate the creation of a global AI video‑data infrastructure platform that underpins robotaxis, smart cities and other physical‑AI applications.
China Launches 24/7 AI‑run Textile Factory
China’s 24/7 #AI-Run Textile Factory Sets a New Standard for #Autonomous Manufacturing by @SpoxCHN_MaoNing #Technology #Innovation #EmergingTech #TechForGood https://t.co/snjE53Fhdb
Telexistence Launches Massive Robotic Motion Data Factory
Telexistence Introduces Large-Scale #Robotic Motion Data Factory for #AI Training via @ZappyZappy7 #ArtificialIntelligence #MI #ML #Tech #Innovation https://t.co/cjznJt5Nx8
Interpack 2026 Unveils Heavy‑Load AMRs, Schneider’s Lexium Cobot and AI‑Powered Packing Software
At Interpack 2026 in Düsseldorf, Omron debuted an autonomous mobile robot that can lift 1.5 tonnes, Formic demonstrated a swarm capable of moving 40 tonnes, Schneider Electric launched its Lexium cobot family and Fraunhofer IPA revealed software that packs 1,300 items per...
Shape‑shifting Drone Conquers Both Land and Sky
Land-Air Dual-Use Variable-Form #Drone: A Shape-Shifting Hybrid for Ground and Sky Mobility via @ZappyZappy7 #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/XFNtbGNFTO
Autonomous Trucks Arriving, Manual vs Auto Debate Ends
Brother, we got autonomous trucks coming. I think the stick vs autonomous transmission horse ain’t coming back in the barn
Japan Airlines Launches Humanoid Robot Baggage Trial at Tokyo’s Haneda Airport
Japan Airlines partnered with GMO AI & Robotics to pilot Unitree’s G1 humanoid robots for baggage handling on Haneda Airport’s tarmac. The trial targets rising passenger volumes and a shrinking labor pool, testing AI‑driven machines that can lift, push and...
Self‑Moving Soft Robotic Garments Wrap Around Wearer
Soft Assembly: Self-Moving #Robotic Garments That Wrap Around the Wearer via @WevolverApp #EmergingTech #Engineering #Technology https://t.co/GXrfyJbwGL
NYC Tests Delivery Drones Amid Uncertain Viability
Do City Delivery Drones Make Sense? No One Knows, but They're Flying Over NYC https://t.co/Skd8ebPF3D https://t.co/OEgQEXmUun
China Halts New Robotaxi Licenses After Baidu Fleet Freeze
China's transport ministry announced a nationwide pause on issuing new self‑driving taxi licenses after a sudden blockage of dozens of Baidu robotaxis in Wuhan. The move, reported by Bloomberg, underscores Beijing's willingness to intervene when autonomous fleets cause public disruption...
Delta Drone Transforms to Fly and Roll Seamlessly
Delta: The Shape-Shifting #Drone That Flies and Rolls with Ease by @spaceandtech_ #EmergingTech #Engineering #Technology https://t.co/eHF9Aqkdl6
AGIBOT Launches Genie G2, Next‑gen Wheeled Humanoid
AGIBOT Unveils Genie G2: Next-Generation Wheeled Humanoid #Robot by @CyberRobooo #Robotics #EmergingTech #Innovation #Technology https://t.co/Z2F2wTABoU
London AI Startup CodeWords Secures $9 Million Seed Round to Build Autonomous Agent Platform
CodeWords, a London‑based AI venture founded in 2023, announced a $9 million (£6.6 million) seed investment to create fully autonomous AI agents that can learn a company’s day‑to‑day workflow and generate automations without technical input. Backed by Visionaries, Firstminute Capital, Sequel, Illusian...
Robots Harvest Real‑Time Data for Smarter Farming
Agricultural #Robots Now Collect and Analyze Farm Data in Real Time by @jamesvgingerich #AgriTech #Innovation #Technology #TechForGood https://t.co/casFgW1u0e
Consumers Pay Premium for Autonomy, Yet Scale Cuts Costs
People are willing to pay more for an autonomous car, but at scale they will cost much less than human rideshare
China Deploys Humanoid Robot Squads for Traffic Management in Major Cities
During the May 2026 Labor Day holiday, Chinese authorities rolled out squads of AI‑enabled humanoid robots to manage traffic in Hangzhou, Kashgar and Ordos. The 15‑robot unit in Hangzhou alone issued 11,897 violation notices in three days, showcasing the scale...
Ginkgo Bioworks Q1 Shows 49% Revenue Drop but Strong B2B Platform Demand
Ginkgo Bioworks posted Q1 2026 revenue of $19 million, down 49% year‑over‑year, but emphasized growing demand for its synthetic‑biology platforms from industrial customers. The company’s Nebula autonomous labs, new cloud‑based sales channels, and a $47 million federal contract illustrate accelerating B2B adoption.
Real‑Time Monocular Depth From One Camera: Depth Anything V2
What if accurate depth maps could be generated from a single RGB image — without LiDAR or stereo cameras? That’s exactly what Depth Anything V2 achieves. In 2024, monocular depth estimation reached a major breakthrough: ✔ Fast ✔ Lightweight ✔ Temporally stable ✔ Edge-device friendly Instead of...
Human‑Tracking Robot Increases Industrial Efficiency
Meet the #Robot That Follows Humans and Boosts Industry Efficiency by @XueJia24682 #AI #Robotics #MachineLearning #ArtificialIntelligence #ML https://t.co/fe2NyJ0MLy
Jetson Thor Humanoid Robot Gains Full Autonomous Mobility
Jetson Thor–Powered Humanoid #Robot Achieves Fully #Autonomous Wheeled Mobility via @ZappyZappy7 #Robotics #ArtificialIntelligence #MI #ML #Tech #Innovation https://t.co/ZSC3d2yCMB