4 min read

🤖 NASA Valkyrie Returns Home

Plus: Figure 03 Tidies Living Room, Dolphin Robot Cleans Oil Spills

Good Morning, Roboticists!

Machines are quietly learning the grammar of the physical world.


NASA Valkyrie Returns Home

TL;DR: NASA’s Valkyrie humanoid robot, built to support future Mars missions, is returning to the United States after spending ten years at the University of Edinburgh. The 1.8-meter robot helped researchers improve walking stability, perception, and manipulation using AI and sensors. It will return to NASA’s Johnson Space Center for further development toward planetary missions.


Figure 03 Tidies Living Room

TL;DR: Figure released a new video showing its Figure 03 humanoid robot autonomously cleaning and organizing a living room using the Helix 02 AI system. In the demo, the robot moves around furniture while spraying and wiping tables, collecting toys, tossing pillows back onto the couch, and operating a TV remote. The company says the system learns tasks end-to-end from data rather than hand-coded rules.


Dolphin Robot Cleans Oil Spills

TL;DR: Engineers at RMIT University in Australia built a small dolphin-shaped robot designed to remove oil from water surfaces. The remote-controlled “Electronic Dolphin” vacuums contaminated liquid through a sea-urchin-inspired filter that repels water but captures oil, achieving over 95% purity in lab tests. Researchers say future versions could run autonomously, returning to base to empty tanks, recharge, and redeploy during spill cleanup operations.


Self-Repairing Modular Robots

TL;DR: Engineers at Northwestern University developed modular “legged metamachines” built from autonomous Lego-like robotic units containing their own motor, battery, and circuitry. AI-driven evolutionary design created unusual body shapes that can flip, jump, and move across rough terrain. Even when damaged or cut apart, individual modules keep moving independently and can later recombine.


Robots Designed to Listen

TL;DR: Purdue University researchers are developing AI companion robots that support studying and communication. In experiments, robots reminded students of goals, offered encouragement, suggested breaks, and used human-like listening signals such as conversational cues to create more natural, supportive interactions in classrooms, hospitals, and therapy settings.


Phantom Faces the Walking Test

TL;DR: Foundation Robotics released a video showing its Phantom MK1 humanoid walking across obstacles like marbles, Lego bricks, mouse traps, and banana peels to test the limits of its mobility system. The robot relied on torque and IMU sensors rather than vision while reinforcement-learning policies maintained balance. It handled many obstacles but slipped on banana peels during the experiment.


Samsung Shows Robot Solid-State Battery

TL;DR: Samsung SDI unveiled a pouch-type all-solid-state battery prototype designed for humanoid robots and other physical AI systems, to be shown at InterBattery 2026 in Seoul. The battery aims to deliver high energy density, compact size, and rapid power output for machines with sudden power spikes, as the company targets mass production of solid-state batteries in the second half of next year.


Army Tests Robots for Casualty Rescue

TL;DR: The US Army is exploring the use of unmanned ground vehicles to evacuate wounded soldiers after observing how similar robots are used on the battlefield in Ukraine. These robots could carry casualties, clear mines, or deliver explosives, reducing risk to medics. Army officers say cheaper systems are preferred because many will likely be destroyed in combat.


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