Physical AI
The third week of March 2026 delivered something unusual for the Physical AI and mobile robotics community: not one breakthrough, but a cascade. Across South Korea, China, Singapore, and multiple university labs, humanoid robots sprinted, played tennis, read brain signals, grew living muscle, and — in one memorable restaurant incident — smashed
Physical AI
The prevailing blueprint for building an autonomous mobile robot is deceptively simple: pack the most powerful AI computer you can into the chassis, wire every sensor into it, run inference locally, and hope the battery lasts long enough to justify the engineering. Tesla’s Optimus humanoid is the poster child
Semiconductors
Researchers are uncovering new ways to engineer transistors using ultrathin Tellurium to manage noise and improve performance in next-generation chips.
Mobile Robotics
Gecko Robotics has secured a major five-year deal with the U.S. Navy to deploy autonomous systems for predictive maintenance across the fleet.
ADAS
The NHTSA has escalated its investigation into Tesla’s Full Self-Driving (Supervised) software, focusing on safety performance during low-visibility conditions.
SDV
As vehicles transition to high-speed data hubs, the adoption of 10BASE-T1s Ethernet and the prospect of Terabit-per-second speeds are reshaping vehicle architectures.
Autonomous Vehicles
Uber and Rivian have entered a landmark $1.25 billion agreement to develop 50,000 autonomous R2 SUVs, signaling a shift toward purpose-built hardware for the robotaxi market.
Physical AI
NVIDIA is bridging the gap between digital neurons and physical movement by integrating simulation, generative AI, and embedded compute to streamline robot learning workflows.
The Un-Engineering Lens
Neural Reconstruction, Spatial Persistence, and Why the Real Breakthrough in Physical AI Isn’t Where You Think There is a quiet revolution happening in how machines perceive the physical world, and most of the industry is looking at it through the wrong lens. Neural reconstruction — the family of techniques that
Semiconductors
High-NA EUV lithography and 3D packaging are taking center stage as the industry grapples with HBM4 standards and the physical limitations of silicon. New research explores tellurium transistors and gravity-induced warpage.
Mobile Robotics
Gecko Robotics has secured its largest deal yet with the U.S. Navy, utilizing autonomous climbing robots to predict maintenance needs. Meanwhile, Neura Robotics explores new frontiers with Qualcomm's IQ10 chips.
ADAS
The NHTSA has escalated its investigation into Tesla’s 'Full Self-Driving' (Supervised) software. The probe focuses on system performance during low-visibility conditions, following reports of continued technical struggles.