🤖 Robots Now Handle Cash
Good Morning, Roboticists!
Robots are sprinting at 10 m/s, seducing birds, guarding corn, handling your cash, and sweeping for mines — so naturally, humanity's response is to form a commission about it.
Robots Now Handle Cash
TL;DR: Generalist AI introduced its Gen-1 model, enabling robots to perform delicate, real-world tasks like folding laundry, sorting objects, and even handling cash with high success rates. Trained on human motion data rather than robot demonstrations, the system gives machines “physical common sense,” improving adaptability and reliability across different robotic forms and environments.
Figure Secures Entire GPU Datacenter
TL;DR: Figure AI CEO Brett Adcock announced that Figure and his AI startup Hark have secured an entire datacenter of NVIDIA B200 Blackwell GPUs. The compute will be used to scale robot learning and physics prediction, while Hark trains multimodal models, marking a major expansion of the company’s infrastructure ahead of large-scale robot production.
Generalist Rejects “World Models”
TL;DR: Generalist AI argued that the industry’s focus on “world models” and VLA approaches is an idea-driven distraction, relying on vision-language models as a shortcut due to lack of robotics data. With over 500,000 hours of real-world interaction data, it built Gen-1 from scratch, claiming physics-native models outperform adapted ones and that goals—not labels—should define robotics progress.
Unitree Hits 10 m/s
TL;DR: Unitree Robotics released footage showing its H1 humanoid robot reaching a peak speed of 10 m/s on April 11, 2026, matching the fastest recorded humanoid benchmark previously set by MirrorMe’s Bolt. The 62 kg robot achieved the sprint on a track test, marking a major jump from its earlier 3.3 m/s record and placing it ahead of other competitors.
Robot Birds Revive Breeding
TL;DR: Robotic bird decoys are being deployed in Grand Teton National Park to mimic mating rituals and attract endangered sage grouse back to safer breeding grounds. Using motion and sound to trigger natural behaviors, these low-cost robotic systems aim to rebuild declining populations and shift activity away from dangerous airport zones.
Robotic Dogs Guard Crops
TL;DR: High-tech robotic “DroneDogs” are being deployed by Bayer to patrol and protect valuable corn seed fields in Hawaii and California. Equipped with AI, thermal cameras, and cloud connectivity, they supplement human security, reduce staffing gaps, cut costs, and improve safety while providing real-time monitoring and recorded footage for incident response and analysis.
AI System Powers Underwater Robots
TL;DR: Thales Group introduced the Expeditionary PathMaster, an AI-powered system that coordinates autonomous underwater robots like AUVs and ROVs for global mine countermeasure missions. By combining AI sonar analysis with multi-robot orchestration, it enables faster detection, near-99% classification accuracy, and real-time coordination across manned and unmanned assets in complex naval operations.
US Forms Robotics Security Commission
TL;DR: Special Competitive Studies Project launched a year-long National Security Commission on Robotics for Advanced Manufacturing in Washington, bringing together policymakers and industry leaders. The group will develop a national strategy to scale robotics and physical AI, strengthen U.S. manufacturing, and deliver policy recommendations with reports due in late 2026 and March 2027.
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