Warehouses remain difficult to automate due to high operational variability, dynamic layouts and constantly changing workflows. While autonomous systems have been widely adopted in manufacturing, these same approaches often struggle in real-world warehouse environments. ArcBest | Vaux has developed an […]
Always-on perception is becoming a defining capability of next-generation edge devices, from AR glasses and hearables to battery-operated sensors. Yet continuous audio/video and motion understanding runs into two hard limits: energy per inference and memory bandwidth. In this talk, we […]
Vision-language models (VLMs) are moving into practical computer vision applications, but we’ve found that model accuracy benchmark scores rarely translate to production success—especially in real-world and edge deployments. In this talk, we’ll walk through the failure modes we see most […]
Defense systems often push edge processing and sensor performance to extremes, making them strong candidates for AI—but also exposing constraints that differ sharply from commercial deployments. This talk explains the unique technical and operational challenges of deploying AI for defense […]
Reliable localization and mapping are foundational for autonomous vehicles and robots, yet camera-centric systems often degrade in fog, rain, snow, glare or low light—exactly when robust perception is most critical. This talk explores radar-based simultaneous localization and mapping (SLAM) as […]
Software-defined vehicles and in-vehicle AI are reshaping automotive compute from dozens of distributed ECUs to centralized and zonal architectures—fundamentally changing how data movement, power delivery, safety and cost are engineered. This talk compares decentralized, centralized and zonal compute approaches and […]
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