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.
Physical Intelligence Shows Robot Model with LLM-Like Generalization, Flaws Included
Physical Intelligence unveiled π0.7, a robot foundation model that recombines learned skills much like large language models reassemble text. Built on Google’s 4 billion‑parameter Gemma3 model plus an 860‑million‑parameter action expert, it leverages rich metadata and subgoal images to train on heterogeneous data. A single π0.7 matches specialist models on tasks such as laundry folding, espresso making, and box building, and even achieves 80% zero‑shot success on a new UR5e robot. The team highlights compositional generalization but notes difficulty distinguishing true novelty from data remixing.
Robotics AI Hits LLM‑like Inflection Point, Solving Untrained Tasks
Amazing... and terrifying :) -> Physical Intelligence, a hot robotics startup, says its new robot brain can figure out tasks it was never taught "If the findings hold up to scrutiny, they suggest that robotic AI may be approaching an...
US Transportation Unions Oppose Autonomous Vehicle Bill over Safety Concerns
Illinois labor groups, including the Teamsters and the Labor Alliance for Public Transportation, have publicly opposed the state's Autonomous Vehicle Pilot Project Act (SB3392/HB5103). The bill would broaden testing and allow commercial deployment of driverless cars and trucks within three...
Horse Powertrain Installs AI Inspection System for Engine Quality Checks
Horse Powertrain, owned by Renault‑Geely‑Aramco, has installed Siemens Inspekto AI visual inspection at its Skövde engine plant, automating defect detection that was previously manual. The system uses a vision camera on a collaborative robot, integrates with Siemens TIA Portal and...
Sector Snapshot: Autonomous Vehicle Funding More Than Triples In 2026 To Hit Record Amount
Funding for autonomous‑vehicle startups exploded in 2026, topping $21.4 billion across 34 deals—more than triple the total raised in 2025. The surge was driven by three megadeals: Waymo’s $16 billion Series D, Shield AI’s $2 billion Series G, and Wayve’s $1.3 billion Series D. Investors are concentrating...
Ultrasense Systems Unveils Ultrasonic Tactile Platform for AI
UltraSense Systems introduced an ultrasound‑based tactile intelligence platform for Physical AI, featuring a protected sub‑surface sensing architecture. The system uses acoustic return signatures to detect contact, localize touch points, and infer force while keeping the core sensors shielded from wear....
Hyperscale Data Announces Strategic Partnership with AGIBOT for AI Robotics
Hyperscale Data Inc., an AI‑focused data‑center operator anchored by Bitcoin mining, announced a strategic partnership between its wholly‑owned subsidiary Omnipresent Robotics and Singapore‑based AGIBOT PTE Ltd., a developer of intelligent robotics. The agreement calls for joint development and commercialization of...
Why Human-in-the-Loop Quality and Simulation-Ready Data Assets Are Non-Negotiable for Safety-Critical AI
Safety‑critical AI systems—autonomous vehicles and robotics—depend on flawless data annotation, yet robotics lags behind due to heterogeneous sensors and no universal benchmarks. TELUS Digital, with a global community of over 1 million annotators, delivers more than 2 billion labels annually and offers...
Waymo Launches Autonomous Ride‑hailing Trials in London with Safety Drivers
Waymo has begun autonomous ride‑hailing trials on public roads in London, deploying a fleet of about 100 Jaguar I‑PACE vehicles with human safety drivers. The tests cover a 100‑square‑mile zone and are intended to validate the Waymo Driver’s performance before...
The System Behind Self-Driving: Waymo’s Dmitri Dolgov
In this episode, Waymo co‑CEO Dmitri Dolgov walks through the architecture that powers Waymo’s fully autonomous fleet, explaining how a multi‑sensor stack (LiDAR, radar, cameras) feeds a large foundation model that is refined into three specialized off‑board teachers—the driver, the...
Software Will Make Drone War - Zero-Sum Game
The article argues that the next generation of drone warfare will be decided by software, not hardware, highlighting China’s development of fully autonomous, decentralized drone swarms. It claims U.S. manufacturers and the Department of Defense still depend on centralized command...
Spanish Army Tests Armed Robotic Ground Vehicles
Spain’s EM&E Group conducted live‑fire trials of its Aunav unmanned ground vehicles equipped with Guardian Aspis remote weapon stations during the Army’s third Tactical Experimentation Campaign at the Álvarez de Sotomayor base. The aunav.BEST and the newly introduced aunav.LINK platforms...
MMD Strikes Deal with CiDi to Bring Autonomy to TraxIQ Platform
MMD Group Limited has signed a Memorandum of Agreement with CiDi Inc. to embed CiDi’s autonomous driving hardware and software into MMD’s TraxIQ material‑handling platform. The deal includes retrofit kits that will convert existing mining equipment into driverless units, allowing...
See Why Tech Companies Are Paying People to Do Chores
Tech firms are turning to gig‑economy workers to capture video of household chores, paying up to $25 an hour. DoorDash leads a nascent data‑collection market, hoping the footage will train AI models that enable robots to fold laundry, wash dishes...
Royal Navy to Use Beehive Drones for Training and Ops
The Royal Navy confirmed that its 20‑boat Project Beehive fleet will move from test‑bed to operational use, supporting the Coastal Forces Squadron and 47 Commando Royal Marines. The programme, valued at £12.3 million (about $15.7 million), provides uncrewed surface vessels with open‑architecture...
Arctic Drone & Swarm Technology Development Accelerates at Northern Test Site
VTT Technical Research Centre in northern Finland has opened a 3,500 km² Arctic drone test site, the largest of its kind in Europe. The facility now includes a 150‑km corridor for beyond‑visual‑line‑of‑sight flights and supports UAVs up to 150 kg at 9,000 ft...
Kraus Hamdani K1000ULE Recharges without Landing
Kraus Hamdani’s K1000ULE has become the first aircraft to receive laser‑generated power in flight, recharging its batteries without touching down. The system uses a ground‑based laser to beam energy through free space, which the aircraft converts into usable electricity. This...
Red Cat Adds Arastelle to Futures Initiative for Tethered UAS Integration
Red Cat Holdings has expanded its Futures Initiative by bringing Arastelle Drone Solutions into its consortium. The partnership integrates Arastelle’s lightweight tethering kit with Red Cat’s Black Widow platform, enabling drones to deliver persistent ISR and communications without battery limits....
GM Details Unified Camera Stack for Driver Assist
General Motors unveiled a unified vehicle‑anchored geometry platform that powers its Top‑Down View and Transparent Trailer driver‑assist systems. By treating wide‑angle cameras as geometric sensors and projecting their pixels into a common rear‑bumper‑ground frame, the stack delivers consistent perception across...
Xpeng Pushes Physical AI Pitch at Beijing Auto Show
Xpeng will use the Beijing Auto Show opening on April 24, 2026 to rebrand itself as a “Physical AI” group that unites intelligent driving, humanoid robotics and aerial mobility under a single technology stack. The company highlighted its VLA 2.0 intelligent‑driving...
Tesla’s Golden Era Is No Longer a Tagline
Tesla has begun rolling out its dedicated Robotaxi service and started production of the steering‑wheel‑less Cybercab at Giga Texas. The first unit left the line on February 17, 2026, and volume production is slated for May, with a target cycle...
HW4 Upgrade Likely; HW
Retrofits may or may not ever be needed. I think they will likely do it because it will ultimately be easier than wasting time trying to distill smaller models. But they only have to upgrade when HW4 is unsupervised on...
Disney Turns Storytelling Into Character‑Driven Robotics
Disney is not “becoming” an AI and robotics company. In some very important ways, it already is. That is what I think many people still miss. For decades, Disney mastered something most tech companies never truly understood: how to make movement feel alive. A pause....
Waymo Means Way Mo’ Cars, According To Uber Docs
Uber’s investor briefing downplays Waymo as a threat, arguing that autonomous taxis increase overall ride‑hailing demand rather than cannibalize existing trips. The company cites growth in Austin, Atlanta and San Francisco where Waymo’s presence coincided with higher Uber ride volumes. Uber’s...
StradVision Wins India Commercial Vehicle ADAS Deal
StradVision has been chosen by an unnamed global commercial‑vehicle OEM to roll out its SVNet AI perception software across the OEM’s India lineup, targeting a fleet‑scale ADAS deployment. The platform will provide automatic emergency braking, forward‑collision warning and lane‑departure warning...
Matternet and SoftBank Robotics America Partner to Accelerate Drone Delivery Networks
Matternet and SoftBank Robotics America have formed a strategic partnership to commercialize autonomous drone delivery for healthcare, retail and enterprise logistics. The alliance will combine Matternet's certified drone platform with SoftBank's manufacturing and rollout capabilities, targeting rapid deployment of end‑to‑end...
Tesla Taps Shanghai Gigafactory as ‘Golden Key’ for Optimus Robot Production
Tesla announced that its Shanghai Gigafactory will become the primary site for mass‑producing the Optimus humanoid robot. The move follows the conversion of Fremont’s Model S/X lines and positions Shanghai to handle up to 60% of the company’s global deliveries.
Analysts Warn Tesla Robotaxi Service Could Falter Amid Regulatory and Market Challenges
Industry analysts say Tesla's upcoming robotaxi network could stumble because of safety concerns, regulatory roadblocks, and fierce competition. The warning highlights the risk to the billions of revenue Tesla expects from a fully autonomous ride‑hailing fleet.
Lehigh University Showcase Puts Robotics and Automation Front‑and‑Center
Lehigh University hosted an industry showcase in Upper Macungie Township on Wednesday, where robotics and automation took center stage and attracted major regional manufacturers. The event, highlighted by 69 News reporter Sydney Kay, underscores the region’s push toward advanced manufacturing and workforce...
AI-Driven CRISPR‑GPT Enables Fully Autonomous Lab Experiments
A junior researcher walks up to a CRISPR experiment they've never run before. An AI agent has already decomposed the workflow, selected the guide RNAs, anticipated failure modes, and drafted the protocol. They run it successfully on their first attempt. That's not...
Simple Fixed Routes Prime Self-Driving Adoption
It's happening. These fixed routes, with clear and simple routes, are a shoe-in for self-driving....
Physical AI Company Chef Robotics Completes 100 Million Servings in Production
Chef Robotics announced its food‑robotics systems have now produced 100 million servings in customer facilities, a scale ten times larger than any rival. The milestone reflects deployments in more than a dozen sites across the United States, Canada and Europe, where...
AMD Enters Humanoid Robotics Race with Gen1
Generative Bionics’ Gen1 Positions AMD in the Emerging Humanoid #Robotics Race by @CyberRobooo #Robots #ArtificialIntelligence #Innovation #Technology https://t.co/so74ccM0IR
Agentic Swarms Boost Productivity—If Control Remains
Autonomous agentic swarms promise massive productivity gains if organizations can maintain control and compliance. https://t.co/XG4xwtjMEd
Army’s Work With OPV Black Hawk To Inform Bringing Autonomy To MV-75 FLRAA
The U.S. Army has accepted the first H‑60Mx Optimally Piloted Vehicle (OPV) Black Hawk, equipped with Sikorsky’s MATRIX autonomy suite, to serve as a testbed for autonomous capabilities on the upcoming MV‑75 Cheyenne II FLRAA tilt‑rotor. Recent DARPA‑originated demonstrations, including the...
Humanoid Robot Thrives in Environments Unsuitable for Humans
DR02: The Humanoid #Robot That Thrives Where Humans Can’t by @DeepRobotics_CN #Robotics #ArtificialIntelligence #Innovation #Technology https://t.co/hdoaTVx2Nh
Robots Harvest 2000 Broccoli per Hour, Human‑Free
These #Robots Harvest 2000 Broccolis an Hour—No Humans Needed by @lukas_m_ziegler #AgriTech #TechForGood #Innovation #Tech #Technology https://t.co/4phAABcjoc
Russia Is Perfecting This Formidable Weapon Fast—Making Iran’s Drones ‘Significantly Deadlier’
Russia is systematically upgrading Iran’s Shahed‑136 loitering munition, adding radar‑absorbing paint, advanced anti‑jamming navigation, and a suite of more lethal warheads. The enhanced drones have already been used in strikes on U.S. embassies in Baghdad and Riyadh and on a...
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/ogTgNcCfV6
McDonald’s Shanghai Introduces Humanoid Robots for Service
McDonald’s in Shanghai Deploys Humanoid #Robots to Serve Customers by @CyberRobooo #Robotics #MachineLearning #ArtificialIntelligence #ML https://t.co/z86oqGjpAZ
Waymo's Early Vision: Tiny Wheel‑less Two‑seat Autonomous Car
Waymo’s original vision for what autonomy would look like, ten years ago. A small two seat car with no steering wheel or pedals. Kind of reminds me of the Cybercab, but less sexy. https://t.co/84uLzT68Wt
Zoox Debuts Wheel‑less Rides in Austin
First @zoox I’ve seen in Austin. The no steering wheel is wild. Talk about burning the bridges. https://t.co/9tJMhXqNdJ
Tech Firms Blur Tool vs Solution; AVs Aren’t Salvation
“Tech companies deliberately obfuscate the distinction” between a tool and a solution, says Peter Norton. This applies to AVs, he notes. [they may be a tool for something, but we need to define what that thing is in NYC.] High-tech...
NYC AV Permits Persist Despite Expired State Framework
“The city permit program still exists,” says NYCDOT’s Kelsey Taeckens on testing AVs. It’s basically as of right if you meet the requirements. But the state law framework under which the city issues the permits expired with the (now late)...
Autonomous Vehicles Still Depend on Human Remote Control
A couple panelists have said that “autonomous” is yet another purposeful misnomer, like “hosting” or “sharing.” The vehicles require full-time remote human assistance. There are issues of capability, quality control, fatigue here, says prof Wansley. https://t.co/DuPH2RRhk7
Regulate AVs to Curb Externalities, Protect Privacy
AV regulation must focus on “curbing externalities” (congestion taxes), consumer protection, and the impact on the urban environment, says Prof Wansley. (He’s worried about privacy as an externality, eg companies’ full surveillance of everything that happens on the streets and...
Waymo Matches Human Drivers' Safety, Despite Underreported Crashes
Waymo in SF has comparable safety rate to UberLyft human-driven rides in SF, says Cardozo prof Matthew Wansley, citing academic study, but notes the human-driven crashes in this set are likely underreported. He thinks AVs are making a “positive contribution”...
VertiGo Robot Scales Walls Using Lizard‑Inspired Grip
Gravity-Defying VertiGo #Robot Climbs Walls Like a Lizard by @lukas_m_ziegler #AI #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/8W0HhlekXt
Waymo’s Years of Scaling Contrast Tesla’s Brand‑new Robotaxi
People forget how long it took Waymo to get to the point where it started scaling seriously. It didn’t happen in the first year. The Tesla Robotaxi service is not even a year old yet.
Regulators, Not Tesla, Allow Misleading Autopilot Labels
David Zipper note that Tesla has gotten away with calling something “autopilot” and “self driving” even though it’s not “autopilot” or “self driving.” Notes that the failure is regulators, not companies.