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 →
最新文章
LATEST 共 4693 条既能“做选择题”,也能“做填空题”——星辰意图理解模型Xing4.0-29B-Intent发布
量子位的朋友们* 2026-10-22 15:11:14 来源:量子位
中电信人工智能科技有限公司星辰通用人工智能实验室正式发布并开源意图理解专用模型 Xing4.0-29B-Intent
中国电信人工智能科技有限公司星辰通用人工智能实验…
Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence
At GTC Berlin, banks, payment companies and financial data providers are showing what production-scale intelligence look…
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos
Recent advances in video generation have made synthetic videos increasingly realistic, placing greater demands on reliab…
BrickWright: Agentic Creation of Physically Feasible Brick Builds
Frontier coding agents are becoming increasingly adept at 3D modeling. Yet, they still face challenges when building obj…
RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention
Autonomous research agents are increasingly used to automate large portions of scientific research, yet they are prone t…
Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports
Deep research agents synthesize open-web evidence into long reports, but current benchmarks do not evaluate research cen…
Skeleton-Grounded Latent Action Model for Robot World Models
Robot world models simulate how environments evolve in response to robot actions. Latent action models enable learning d…
SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs
Policy enforcement for LLM agents has shifted from single-turn content moderation to compound, application-specific poli…
Rethinking Sequence Compression with Test-time Regression
Sequence compression is a fundamental operation and a critical information bottleneck in efficient language and multimod…
Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language Models
Diffusion Language Models (DLMs) introduce unique quantization challenges due to their iterative denoising process. In t…
Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Models
Reinforcement learning (RL) is credited with teaching reasoning models to write {wait} before reconsidering a step, yet …
早报|iPhone Duo限购两台/雷军:汽车没有安全其他都是0/宝马员工争相离职挤崩系统
📱iPhone Duo 开启全球限购,每位顾客最多买 2 台
🛡️PHP 紧急修复两个严重漏洞,攻击者无需登录即可远程执行代码
🏭三星、SK 海力士升级中国工厂,拟转产更高层数 NAND
🚗雷军:汽车产业如果没有安全,其他都是 0
…