2+ week, 1+ day ago   (1227+ words) Collecting and labeling a new real-world dataset for every carline is expensive and may not be possible early in vehicle development. New fleets may not be available, and rare conditions can’t always be captured. Real-world driving data remains essential for…...

3+ week, 1+ day ago   (289+ words) The shape of an agentic trajectory is defined by its length and width (Figure 2). This is why the relevant optimization target for an agentic CPU fleet is the total number of completed user sessions, not raw core count. High-core-count systems…...

2+ week, 5+ day ago   (88+ words) AI agents have expanded inference from single-turn interactions into multi-step workflows that reason, invoke tools, coordinate subagents…...

3+ week, 1+ day ago   (651+ words) A frontier language model is only one component of an AI agent. The surrounding agent system—often called a harness—determines how the model receives context…...

3+ week, 3+ day ago   (1013+ words) NVIDIA Holoscan is a platform for building real-time AI applications at the edge, from medical imaging to robotics. HoloHub is its companion repository: a growing collection of reference applications and components that demonstrate what’s possible. We wanted to explore how…...

3+ week, 4+ day ago   (786+ words) Robots need policies that can adapt to their sensors, environments, and tasks while running on onboard computing hardware. World models offer a foundation for learning physical interactions, but their size can make on-device deployment difficult. This changes with the new…...

3+ week, 5+ day ago   (887+ words) The third barrier has persisted. Unlike classical force fields, the MLIP ecosystem is still nascent, and the accessible interfaces that exist for classical simulations are very limited. They run on a different software stack than the tools many computational chemists…...