🤖 Robot Beats Pro Players
Good Morning, Roboticists!
Robots are learning in your world—faster than you can react.
Robot Beats Pro Players
TL;DR: Sony AI unveiled Project Ace, an autonomous table tennis robot capable of defeating elite human players in real matches. Using high-speed cameras, event-based sensors, and reinforcement learning, it tracks spin and reacts within milliseconds. Tested under official rules, Ace won multiple matches, marking a major breakthrough in physical AI operating effectively in fast, real-world environments.
Tesla Plans 10M Optimus Output
TL;DR: Tesla signaled a major shift toward robotics, announcing Optimus humanoid production will begin in Fremont while phasing out Model S and X lines. A new Texas facility aims for long-term output of 10 million units annually, backed by vertical integration efforts like the AI5 chip and “Digital Optimus,” positioning robots as Tesla’s next core product line.
Figure Output Jumps to 150
TL;DR: Figure CEO Brett Adcock shared a production chart showing a sharp manufacturing surge at its BotQ facility, with analysts estimating around 150 humanoid robots produced in April 2026. The spike follows the shift to the mass-producible Figure 03, marking a transition from prototyping to scaled manufacturing as the company pushes toward higher annual output targets.
Handling Chaos With Precision
TL;DR: Researchers from EPFL and Idiap introduced a new geometric modeling method that lets robots manipulate irregular objects like bananas or sweet potatoes with precision. By mapping surfaces as point clouds with key reference frames, robots can transfer skills like peeling and slicing across shapes, even with noisy data.
Army Targets Last-Mile Gap
TL;DR: The U.S. Army is accelerating plans to deploy autonomous ground robots for frontline resupply and casualty evacuation, aiming to reduce soldier exposure in drone-saturated combat zones. The proposed dual-role system would carry supplies or evacuate wounded with minimal input, even without GPS.
A&K Raises $8M for Airport Mobility
TL;DR: A&K Robotics secured $8 million in Series A funding to expand Cruz, its autonomous passenger robot designed for busy airport terminals. The system helps travelers—especially those with mobility challenges—navigate complex indoor spaces independently. Already deployed in major airports like Vancouver and Madrid, Cruz aims to become core infrastructure as demand for accessible airport mobility continues rising.
Autonomous Lab Runs 50K Experiments
TL;DR: Researchers at Hong Kong Polytechnic University developed a fully autonomous robotic lab for perovskite solar cells, combining AI with 11 interconnected robotic units. The system reads scientific literature, generates and tests chemical recipes, and feeds results back into a closed loop. It completed over 50,000 experiments and achieved a peak solar cell efficiency of 27%.
VinDynamics Partners Schaeffler on Robotics
TL;DR: VinDynamics, part of Vietnam’s Vingroup, signed an MoU with Germany’s Schaeffler to collaborate on humanoid robotics development. The partnership focuses on actuators and motor systems, with Schaeffler supplying prototype hardware and VinDynamics refining control software. Both sides will share technical data and explore further cooperation in simulation, validation, and production-stage optimization.
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