深度研究｜Agent 沙箱技术核心架构方案：从 microVM 隔离到硬件加速快照的七层设计
基于视频《为什么沙箱成了 AI 圈最卷的新基建》的深度延伸调研。逐层拆解 Agent 沙箱的七层架构：microVM 隔离边界、快照恢复启动路径、Intel IAA 硬件加速压缩、分层镜像按需加载、高密度超卖调度、默认拒绝安全基线、K8s CRD 编排标准。锚定 Firecracker NSDI'20、Sabre OSDI'24、DeepSeek DSec arXiv 2609.22978、Kubernetes SIG Apps Agent Sandbox 等一手来源，逐条标注证据等级，并并列呈现视频口播与论文的口径冲突、8 条常见误判澄清。
阅读全文 →
全部文章
ARCHIVE 共 743 条Hottest toy for Christmas? Nvidia CEO plays with adorable Microduck robots, 20,000 sell
Earlier this week, a video of Nvidia CEO Jensen Huang playing with a flock of waddling Microducks during his keynote at …
Google Cloud Launches Agent Compute Engine: A MicroVM per AI Agent
!(https://www.gstatic.com/images/branding/googleg/1x/googleg_standard_color_128dp.png)Add as a preferredsource on Google…
TinyFish Breaks Down Agentic Search Architecture for Production AI Agents
!(https://www.gstatic.com/images/branding/googleg/1x/googleg_standard_color_128dp.png)Add as a preferredsource on Google…
Flint-interactive: A language for creating interactive data visualizations
At a glance
Brings rich interactivity to AI-generated charts: Flint-interactive enables agents to create data visualizat…
平安健康险发布「AI 理赔专家」「AI 专病管家」两大智能体，理赔从天级压向秒级
平安健康险发布「AI 理赔专家」与「AI 专病管家」两大智能体，理赔覆盖 1000 余个要点、多智能体协同审核，目标把理赔用时从天级压到秒级。
AgentVQA: A Unified Benchmark for Agentic Visual Understanding
Vision-language models (VLMs) can perform a broad range of tasks across diverse settings, yet their performance in agent…
Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation
Cinematic video generation requires both temporal inference from limited inputs (i.e., sparse rather than frame-by-frame…
AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level Benchmark
AI coding agents can now build small playable games in minutes, but the results usually look like programmer art: gray b…
Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought
LLM memory is widely used in long-term conversation understanding. Agentic memory systems often use mutation, structural…
How Companies Are Using NVIDIA DSX to Break the Power Bottleneck
Companies around the world are building on the NVIDIA DSX AI Factory Platform to plan, simulate and run the grid and the…
IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems
We present IQuest-Q1, a sparse Mixture-of-Experts (MoE) agentic foundation model with 320B total parameters (15B activat…
FilmFlow: Agentic System for 3D Virtual Film Cinematography
Complex camera motion is central to visual storytelling, yet translating cinematographic intent into controllable, execu…