Physical AI
NVIDIA's new Vera CPU is specifically engineered to handle the massive compute demands of agentic AI. By optimizing sandboxing and data queries, the architecture allows AI agents to reason and act with unprecedented efficiency.
Robotics
Upside Robotics is deploying autonomous, solar-powered robots to revolutionize corn farming. By using precision application data to reduce fertilizer waste by 70%, the company is proving that small-scale, specialized robotics can solve large-scale environmental challenges.
ADAS
Tesla has increased the operational speed of its 'Actually Smart Summon' (ASS) feature to 8 mph, marking a significant step in the refinement of low-speed ADAS. The move signals growing confidence in localized AI path planning for parking lot navigation.
SDV
As software-defined vehicles encounter real-world hazards like flooding, Waymo's latest software recall demonstrates how OTA updates are becoming the primary tool for safety lifecycle management. The update recalibrates the fleet's risk assessment for deep water.
Autonomous Vehicles
Tesla has unredacted crash reports from its Robotaxi testing, revealing two incidents involving teleoperators. These disclosures highlight the ongoing technical and regulatory hurdles as the industry shifts from supervised driving to fully autonomous fleets.
Robotics
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.
ADAS
Tesla is now mandating that drivers provide explicit feedback during 'Full Self-Driving' interventions, creating a massive human-in-the-loop training dataset.
SDV
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 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
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
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
Hello Robot's Stretch 4 is setting a new benchmark for safe, practical home robotics, prioritizing lightweight design over humanoid complexity.