Today's lineup leans practical and physical: inspection quadrupeds certified for explosive sites, a driverless logistics milestone at BMW, and artificial skin that knows when to flinch. We've also got quieter floors, a hardware-agnostic drone play, two humanoid papers on wheels and falling gracefully, and a Marvel detour for when you need your rogue AI fictional.

In today’s roundup

• ANYbotics begins delivering ANYmal X legged robot for explosive atmospheres — The Robot Report
  ANYbotics is shipping the ANYmal X for oil, gas, and chemical sites, a sign that legged inspection robots are now cleared for genuinely hazardous explosive atmospheres.
• VisionQuest is what happens when AI really goes rogue — The Verge
  Marvel's VisionQuest imagines a superpowered robot chasing an understanding of humanity through digital daydreams, a fictional counterpoint to the real-world autonomy stories elsewhere today.
• Embotech and BMW move 1M vehicles with automated driving technology — The Robot Report
  Embotech is shuttling 3,500 cars a day around the clock across four BMW sites, showing autonomous vehicle logistics quietly scaling to a million-vehicle milestone.
• My favorite robot vacuum just got quieter, and more expensive — The Verge
  Matic's first new model since 2023, the Serene, bets that noise reduction is worth a higher price for buyers tired of a vacuum that announces itself.
• Percepto Launches Hardware-Agnostic Axion Platform, Bringing Physical AI to Mission Critical Operations — sUAS News
  Percepto's software-first Axion platform opens its physical-AI tools to existing drone fleets and industrial sensors, a pragmatic nod to customers who'd rather not rip and replace hardware.
• RAIWAY: A Large-Wheeled Bipedal Robot with Contact-Informed Blind Locomotion — arXiv cs.RO
  RAIWAY pairs 20-inch wheels with a bipedal frame and contact-informed control to roll blindly across rough ground, an interesting take on hybrid wheeled-legged locomotion.
• Active Reachability Learning for Humanoid Recoverability Monitoring — arXiv cs.RO
  This work learns to anticipate unrecoverable humanoid falls early enough to trigger a fallback, tackling the unglamorous but essential problem of knowing when a robot is past saving.
• Artificial skin helps robots grasp pencil lead and pull away from needles — TechXplore Robotics
  A new artificial skin lets robotic fingers grasp fragile pencil lead and recoil from a needle before puncture, blending delicate control with genuine self-preservation.

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The Daily Grind · RobotCafe · robotcafe.com