🤖 Humanoid Learns To Duck
Good Morning, Roboticists!
Yesterday's AI answered questions. Today's AI throws beanbags and walks around furniture. Growing up is a strange process.
Humanoid Learns To Duck
TL;DR: Galbot’s PASSAGE framework lets humanoids choose whether to step, duck, or turn sideways as they navigate clutter. Trained on 100 hours of human motion across 1,500 virtual scenes, it reached destinations in 98.67% of simulated tests but avoided all contact in 70.3%. A Unitree G1 completed 50 unseen physical layouts without falls or safety interventions, researchers report. Read more →
Remote Work Gets 16 Joints
TL;DR: Honda demonstrated its Avatar Robot at CEATEC 2026 in Japan, using a human-scale hand with 16 actuated joints, 288 tactile channels, and fingertips rated for 50 newtons of continuous force. The remotely operated system passed 450,000 durability cycles, including repeated 11-pound lifts, as Honda targets maintenance, medical, disaster-response, and space work conducted far from the operator. Read more →
Robot Training Finally Gets An API
TL;DR: Physical Intelligence opened a beta API that lets approved teams upload robot demonstrations, fine-tune its models on PI-managed infrastructure, and run hosted inference on their own hardware. The company says Almond’s Axol dual-arm robot reached a deburring demo after four days of iteration, while Actor uses the stack for commercial wheel-loader work. Access remains application-based rather than broadly available. Read more →
43 Actuators Hide Under The Fur
TL;DR: Dynamic Creatures introduced Hugo, a purple furry character robot built around 43 actuators for entertainment and hospitality venues. The startup says it is developing a Vision-Language-Expression model, navigation, and safety systems for close guest interaction. Video footage suggests a modified Unitree G1 may sit beneath the costume, but the company has not confirmed the base hardware or demonstrated unsupervised operation. Read more →
One Video Delivers Seven Throws
TL;DR: Google says Gemini 4 Argon turned a human cornhole video into an Apollo 2 robot skill, using simulation practice and real-hardware feedback before landing seven consecutive throws. The result highlights a faster video-to-simulation loop, not a general manipulation benchmark: Google has not shared total attempts, engineering effort, or a first-try success rate for the task. Read more →
Korea Lets 20 Humanoids Clock In
TL;DR: South Korea approved a regulatory-sandbox trial for 20 Robros humanoids across manufacturing and logistics sites, allowing tests alongside workers under risk-assessment requirements. Planned tasks include cleaning semiconductor-packaging components, positioning automotive body parts, stacking shipbuilding materials, and moving refrigerated packages. The approval opens testing, not production results; Robros still targets a manufacturing-focused AI model for the first half of 2027. Read more →
1,250 Homes Enter A Robot Factory
TL;DR: Promise Robotics signed a multi-year agreement with D.R. Horton to provide its Factory-as-a-Service production platform for more than 1,250 U.S. homes. The platform translates existing designs into robotic manufacturing, factory operations, and onsite installation plans. Promise also expects a Phoenix factory to begin production in early 2027, while the agreement gives no delivery timetable or completed-home results. Read more →
Warehouse Conveyors Lose Their Lanes
TL;DR: Symbotic acquired Bremen-based cellumation, whose celluveyor replaces fixed conveyor lanes with hundreds of independently controlled cells that move products in any direction. Symbotic says the platform could raise throughput, handle more product types, reduce warehouse footprint, and cut equipment costs. Cellumation will keep operating under its own name, serving existing customers while its technology is integrated into Symbotic systems. Read more →
A 772-Room Hotel Hires Robots
TL;DR: YYForce will introduce delivery, food-and-beverage, cleaning, and concierge robots across Novotel and Mercure Singapore on Stevens’ 772-room precinct, with lift integration and route mapping underway. The partners project roughly 10% lower monthly costs in selected operations, but will measure actual results after deployment. A later research phase may train humanoids on housekeeping and banquet workflows rather than deploy them independently. Read more →
Digit’s $300M Bet Goes Public
TL;DR: Agility Robotics cleared an SEC milestone toward merging with Churchill Capital Corp XI, putting the Digit maker on Nasdaq as AGLT in November. The company says its next humanoid carries more than $300 million in committed orders, subject to milestones, while earlier Digit models have logged 65,000 real-world operating hours. Shareholder approval and closing conditions remain. Read more →
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