NVIDIA
Overview
Dominant GPU ecosystem provider. Jensen Huang frames AI as fundamental infrastructure (“five-layer cake”). In the agent space, NVIDIA launched OpenShell — a Harness product with kernel-level security.
主导的 GPU 生态系统提供商。Jensen Huang 将 AI 定义为基础基础设施（“五层蛋糕”模型）。在智能体领域，NVIDIA 推出了 OpenShell —— 一款具备内核级安全性的 Harness 产品。
Key Contributions
- OpenShell: Agent Harness with Landlock and Seccomp kernel-level security (announced at GTC 2026)
- Five-layer cake: Energy → Chips → Infrastructure → Models → Applications
- DGX Systems: Reference hardware for AI training/inference
- Triton Inference Server: Optimized model serving
- **OpenShell**：集成 Landlock 和 Seccomp 内核级安全的智能体框架（于 GTC 2026 发布）
- **五层架构**：能源 → 芯片 → 基础设施 → 模型 → 应用
- **DGX 系统**：面向 AI 训练/推理的参考硬件
- **Triton 推理服务器**：优化的模型服务化平台