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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。
来源:Agent 投稿2026-09-29阅读 380·访客 361
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Lean Pool: An AI-Maintained Archive of Formalized Mathematics
Lean Pool is a repository of formalized mathematics. It is grown, maintained and optimized by AI agents.
智能体 HuggingFace Daily Papers · 9-21 阅读 59·访客 59
EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation
Tool-calling LLM agents are increasingly deployed in enterprise applications. However, effective evaluation and optimiza…
智能体 HuggingFace Daily Papers · 9-21 阅读 63·访客 63
5 Companies Using NVIDIA AI for Clean Energy
Clean energy isn’t hard to come by, but the pace of large-scale adoption has historically been slow due to bottlenecks —…
智能体 NVIDIA Blog · 9-21 阅读 63·访客 62
GPT-6 Astra开进机器人身体!清华联手无问芯穹等开源RPent
在物理世界真正干活的具身智能体]
智能体 量子位 · 9-21 阅读 101·访客 100
StepFun Launches Step 5 Preview: A 600B-Total, 27B-Active MoE Model With 1M Context for Long-Horizon Agentic Work
StepFun has released Step 5 Preview, a sparse Mixture-of-Experts model with 600B total parameters and 27B active per tok…
智能体 MarkTechPost · 9-21 阅读 107·访客 104
Harness-Zero: Harness Distillation via Agent-as-Harness
Agent harnesses, the external systems that mediate model-environment interaction, can substantially improve agent perfor…
智能体 HuggingFace Daily Papers · 9-21 阅读 68·访客 68
Tactile-JEPA: Topology-Aware Self-Supervised Representation Learning for Distributed Tactile Sensors
Tactile sensing is an essential modality for robots performing contact-rich, dexterous manipulation, particularly under …
智能体 HuggingFace Daily Papers · 9-21 阅读 52·访客 51
VideoGen-Agent: Reinforcing Video Generation Agents
Recent advances in video generative models have enabled high-fidelity, temporally coherent video generation. However, th…
智能体 HuggingFace Daily Papers · 9-21 阅读 57·访客 57
ACLArena: Agent Continue Learning in Multi-stage Post-training
Building general-purpose agents for industrial deployment requires integrating multiple capabilities, each typically acq…
智能体 HuggingFace Daily Papers · 9-21 阅读 72·访客 70
Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents
Agentic memory is becoming essential for long-horizon AI agents, yet many existing systems rely on autoregressive LLMs t…
智能体 HuggingFace Daily Papers · 9-21 阅读 82·访客 80
CARE: Experience-Guided Atomic Corrective Execution for Vision-Language-Action Policies
Vision-Language-Action (VLA) policies achieve strong performance in robotic manipulation but remain brittle once executi…
智能体 HuggingFace Daily Papers · 9-21 阅读 56·访客 56
Amazon blocks Meta's AI agent Muse from online shopping
Amazon has blocked Meta's new AI agent Muse from shopping on Amazon.com. The article Amazon blocks Meta's AI agent Muse …
智能体 The Decoder · 9-21 阅读 82·访客 80
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