1+ week, 5+ day ago   (324+ words) Continuous offense-defense testing creates this feedback loop. Controlled attacks produce the telemetry and ground truth defensive agents need to expose gaps, improve coverage, and retest. However, the end-to-end cycle still requires significant manual effort. Could red and blue agents powered…...

2+ week, 2+ 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…...

2+ week, 6+ day ago   (443+ words) AgentX is the agentic-coding benchmark in InferenceX, SemiAnalysis’s open-source benchmark suite. It measures how efficiently accelerators serve the request patterns produced by real coding agents. Agentic sessions are long, stateful, and variable: they chain model calls, tool use, and growing…...

2+ week, 6+ day ago   (423+ words) NVIDIA Groq 3 LPX is the interactive AI inference accelerator for the NVIDIA Vera Rubin platform. At the core of the platform is NVIDIA Vera Rubin NVL72…...

3+ week, 2+ day ago   (23+ words) AI factories are interconnected systems where fleet economics depend on how efficiently the entire stack converts power and capital into completed agent tasks....

2+ week, 6+ day ago   (21+ words) Traditional cloud infrastructure was designed for predictable, general-purpose workloads and standard interfaces. Agentic AI factories connect diverse users…...

3+ week, 3+ day ago   (708+ words) AI safety and security teams at NVIDIA explore where security controls belong as AI agents take on increasingly complex work. Recent NVIDIA research underscores the importance of the harness layer in the agent stack. Using Agentic Variation Operators (AVO), researchers…...

3+ week, 3+ day ago   (1011+ words) The research project elevates Claude Opus 5 from a 30% model baseline to 100% as part of the complete AVO agent system, showing that system design—not model capability alone—can unlock frontier-level long-horizon performance This post introduces the AVO architecture and the…...

3+ week, 4+ 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, 5+ day ago   (972+ words) NVIDIA SkillEvaluator is an open source tool for measuring how skills affect agent performance through static checks and real-world task runs with and without each skill. NVIDIA verified Skills are packaged, signed capability descriptors that tell an agent exactly what…...