Robotics
Wall-Climbing Robots: The New Frontier of Naval Maintenance
Gecko Robotics has secured a major U.S. Navy contract to deploy autonomous climbing robots for ship hull inspections, reducing dry-dock time and improving fleet readiness.
Latest
ADAS
Crowdsourcing Autonomy: Tesla’s Mandatory ADAS Feedback Loop
Tesla is now mandating that drivers provide explicit feedback during 'Full Self-Driving' interventions, creating a massive human-in-the-loop training dataset.
SDV
The OTA Safety Loop: Waymo’s Software-Defined Recall Strategy
Waymo has initiated a software recall for its robotaxis to address navigation issues in flooded areas, highlighting the ongoing challenges of Software-Defined Vehicle safety.
Autonomous Vehicles
Aurora’s Long Haul: Scaling Autonomous Freight Across the Sun Belt
Aurora Innovation is preparing to scale its driverless trucking operations, securing major commercial partnerships to move freight across the U.S. Sun Belt by 2026.
Physical AI
The Rise of VLA Models: Giving Physical AI a Digital Brain
Recent breakthroughs in Vision-Language-Action (VLA) models are bridging the gap between digital reasoning and physical execution, enabling robots to interpret visual scenes and perform complex tasks with unprecedented flexibility.
The Un-Engineering Lens
Advanced Driver Distraction Systems
20 years of living with ADAS, and the feedback loop that was never built A first-principles engineering critique of the architecture behind every false bing, phantom brake, and nuisance lane-keeping intervention you have ever experienced — and the single OEM that built it differently. Last month I quietly passed
Robotics
Beyond Humanoids: Hello Robot’s Stretch 4 and the Future of Practical Home Bots
Hello Robot's Stretch 4 is setting a new benchmark for safe, practical home robotics, prioritizing lightweight design over humanoid complexity.
ADAS
Predictive Pavements: AI-Driven ADAS for Municipal Infrastructure Maintenance
Samsara is utilizing AI and fleet-mounted sensors to detect and analyze pothole deterioration, allowing cities to move toward proactive infrastructure maintenance.
SDV
The Software-Defined Recall: How Waymo Patches Environmental Edge Cases
Waymo has issued a software recall for its robotaxis to address navigational logic in flooded areas, highlighting the importance of software-defined safety updates.
Autonomous Vehicles
Aurora Scales Autonomous Freight: The Driverless Trucking Boom in Texas
Aurora is scaling its driverless trucking operations in Texas, securing a major deal with McLane to transport freight across the Sun Belt by 2026.
Physical AI
NVIDIA and Ineffable Intelligence Accelerate Physical AI via Reinforcement Learning
A new collaboration between NVIDIA and Ineffable Intelligence focuses on reinforcement learning agents that learn by trial and error, aiming to convert massive computation into actionable physical knowledge.
Robotics
Predictive Power: Gecko Robotics Secures Historic Navy Fleet Deal
Gecko Robotics has secured a major five-year contract with the U.S. Navy to deploy robots for predictive maintenance. Using specialized wall-climbing robots, the Navy aims to digitize the inspection of its aging fleet.