🤖 The Hand Is Still Missing
Good Morning, Roboticists!
We spent years giving robots better eyes and better brains. Now the race is moving into fingertips.
The Hand Is Still Missing
TL;DR: Humanoid robot hands remain unusually difficult because they must sense contact, force, slip, and changing materials while controlling many compact joints. A Zhejiang University team recently reported a visual-tactile learning system that achieved 85% success across five manipulation tasks involving 25 objects. The work points to richer sensing and adaptation, not a solved route to human-level dexterity. Read more →
Humanoids Start Building Themselves
TL;DR: UBTECH has commissioned a 14,000-square-meter humanoid super factory in Liuzhou, Guangxi, engineered for an annual run rate above 10,000 robots. Its flexible, non-conveyor assembly line targets a 10-minute takt time and is meant to allow robots to participate in their own production. The facility puts the company’s focus on repeatable output, not isolated demonstrations alone. Read more →
The Welding Program Disappears
TL;DR: FANUC and Google have built an AI Welding Agent that reads engineering drawings, selects welding current and voltage, and generates robot motion programs. Designed for FANUC CRX robots, it uses the tablet pendant’s built-in camera, lets operators approve or adjust its output, and is scheduled to ship in late December after a September 16 Tokyo Big Sight demonstration. Read more →
Heavy Work Finds Its Legs
TL;DR: Wandercraft says it has signed 12 enterprise customers for Calvin-40, its industrial humanoid built around heavy-payload work. The Paris company is targeting material handling in automotive, logistics, retail, healthcare, and defense, with tasks including tires, panels, carts, boxes, and parcels. The contracts extend a rollout anchored by Renault’s 350-unit commitment and supplier SAPA for components handling. Read more →
Europe Builds Robot Nerves
TL;DR: NEURA Robotics and Italy’s SECO have partnered to design and manufacture European compute modules for NEURA’s cognitive robots, including 4NE-1. The modules will use Qualcomm Dragonwing processors in a distributed brain, nervous system, and smart limbs architecture. The companies also plan a NEURA Gym in Italy to collect industrial data for semiconductor and electronics automation there. Read more →
Touch Moves Below The Skin
TL;DR: UltraSense is pitching an ultrasound tactile sensor that sits beneath a robot’s outer surface, avoiding the wear and contamination problems of exposed electronic skin. The system uses ultrasound to map contact, force, shear, slip, and material response. The company says the approach can give physical AI durable touch sensing without putting delicate components directly at the point of contact. Read more →
Research Walks Onto Factory Floors
TL;DR: Vention has opened a Physical AI lab in Montreal, led by Director of Physical AI Jimmy Li and advised by Cohere Chief AI Officer Joelle Pineau. The lab will use production data and factory feedback to develop robotic manipulation for manufacturing. Vention says its related physical-AI revenue rose 400% over the past year and will support an upcoming GRIIP SDK. Read more →
Water Cleanup Gets A Bigger Bite
TL;DR: Clear Robotics has launched the all-electric Clearbot Alligator Neo, an autonomous aquatic weed harvester designed for dense water hyacinth. The company says its wider chassis, high-torque propulsion, obstacle avoidance, edge AI, and side-scan sonar lift harvesting capacity by up to three times while collecting weed-density and water-quality telemetry. It builds on Alligator deployments in Hong Kong and India. Read more →
Kidney Stones Meet Tiny Robots
TL;DR: University of Waterloo researchers are testing centimeter-long, magnet-guided soft robot strips that could dissolve uric-acid kidney stones inside the urinary tract. A doctor-operated robotic arm positions them near a stone, while urease lowers surrounding urine acidity. The early prototype has not been tested in animals or people; the next step is large-animal studies and better magnetic and ultrasound guidance. Read more →
Ground Robots Change Hands
TL;DR: Swarmer has agreed to acquire Ukrainian UGV maker Ratel Robotics for cash and stock worth up to $224 million, subject to closing conditions. Ratel has secured $86 million in 2026 contracts and builds ground robots for logistics, casualty evacuation, reconnaissance, demining, and drone launches. More than 300 Ratel employees are expected to join the combined company. Read more →
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