Pai 的 AI 雷达
今天:Using thousands of(Agent 原型),Inside NVIDIA Sentry(Agent 原型)。并行还有 How NVIDIA OpenShell、Claude Security now、Powering the Agent。
An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using tools, credentials, and services to pursue their assigned goals. Monitoring and enforcement need to operate outside the agen
Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex tasks over long time horizons leads to compounding risk: the agents may download code, build new tools, request additional
Claude Security now keeps up with your repositories as code changes, tracks findings until they’re fixed, learns from the context your team adds, and connects to your tools through an API and MCP. Available in public beta for Claude Enterprise customers.
The Agents CLI Extension System enables developers to use frameworks like LangChain, LangGraph, or custom enterprise stacks while retaining a unified deployment and evaluation workflow. It details a first-party LangChain template that scaffolds, runs, and deploys agents without r