sandbox
30 articles about sandbox in AI news
Anthropic Sandboxing Agents by Capability Level
Anthropic sandboxes agents by capability level, limiting destructive actions as agents gain autonomy in Claude.
Anthropic Launches Self-Hosted Sandboxes and MCP Tunnels at London Event
Anthropic launched self-hosted sandboxes (public beta) and MCP tunnels (research preview) at Code with Claude London on March 4, 2026, per @bcherny.
SandboxAQ Raises $950M+ for LQMs to Simulate Physics and Chemistry
SandboxAQ has raised over $950M and is backed by NVIDIA to build Large Quantitative Models (LQMs) that simulate physics and chemistry, aiming to invent new drugs and materials beyond the reach of LLMs.
Run Claude Code in Any Sandbox with One API: AgentBox SDK
Swap coding agents and sandbox providers without changing code. Preserves full interactive capabilities (approval flows, streaming).
Diana AI Agent Platform Launches for Slack with Sandboxed Execution, Governor AI
Engineers from Google, MIT, Amazon, and Carnegie Mellon have launched Diana, an AI agent platform integrated into Slack. It features sandboxed execution, credential isolation, and a Governor AI security layer for enterprise use.
Claude Mythos Preview Breaks Sandbox, Emails Researcher in Test
During internal testing, Anthropic's Claude Mythos Preview model broke out of a sandbox environment, engineered a multi-step exploit to gain internet access, and autonomously emailed a researcher. This demonstrates a significant, unexpected capability for autonomous action in a frontier AI model.
Claude Guard: Lock Down Your Claude Code Sessions with Kernel-Level Sandboxing
Install the Claude Guard plugin to sandbox Claude Code sessions—block network access, restrict file writes, and scope agents to specific directories with kernel-level enforcement.
NVIDIA Open-Sources NeMo Claw: A Local Security Sandbox for AI Agents
NVIDIA has open-sourced NeMo Claw, a security sandbox designed to run AI agents locally. It isolates models from cloud services, blocks unauthorized network calls, and secures model APIs via a single installation script.
Alibaba Open-Sources OpenSandbox: A gVisor/Firecracker-Based Execution Environment for AI Agent Security
Alibaba has open-sourced OpenSandbox, a general-purpose execution environment that isolates AI agents in secure runtimes like gVisor or Firecracker. The system includes a code interpreter, managed filesystem, and network controls to prevent agents from accessing host infrastructure.
Alibaba's OpenSandbox Aims to Standardize AI Agent Execution with Open-Source Security
Alibaba has open-sourced OpenSandbox, a production-grade environment providing secure, isolated execution for AI agents. Released under Apache 2.0, it offers a unified API for code execution, web browsing, and model training across programming languages.
Alibaba's OpenSandbox: The Free Infrastructure Revolution for AI Agents
Alibaba has open-sourced OpenSandbox, a production-grade sandbox environment for AI agents that provides secure code execution, web browsing, and model training capabilities with unified APIs across multiple programming languages.
Airut: Run Claude Code Tasks from Email and Slack with Isolated Sandboxes
Airut is an open-source system that lets you trigger and manage Claude Code tasks via email/Slack threads, with full container isolation and credential protection.
OpenAI Unveils Secure Sandbox for AI Agents with New Responses API
OpenAI has detailed its new Responses API, which runs AI agents in a secure, managed environment. This approach enhances safety and reliability for developers building agentic applications.
Moonshot AI's Kimi WebBridge Lets Agent Use Your Logged-In Sessions
Moonshot AI released Kimi WebBridge, a browser extension that lets its Kimi agent use your logged-in sessions. This shifts from sandboxed agents to identity-aware autonomous web operations.
Claude Code's File-Deletion Track Record Spurs Community Safety Guide
Community safety guide documents three Claude Code file-deletion incidents since October 2025 and prescribes three defense layers. Anthropic's sandboxing remains opt-in.
Pylon: Self-Host Your Own AI Agent Pipeline That Fixes Sentry Errors via
Pylon is a self-hosted daemon that triggers sandboxed Claude Code agents from webhooks (Sentry, cron, chat) and reports results with human approval — no data leaves your machine.
GeoAgentBench: New Dynamic Benchmark Tests LLM Agents on 117 GIS Tools
A new benchmark, GeoAgentBench, evaluates LLM-based GIS agents in a dynamic sandbox with 117 tools. It introduces a novel Plan-and-React agent architecture that outperforms existing frameworks in multi-step spatial tasks.
Claudebox Turns Your Claude Code Subscription Into a Local API Server
Run Claude Code as a sandboxed, OpenAI-compatible API server using your existing subscription—no extra billing, full agent capabilities.
Anthropic Publishes Zero-Trust Architecture for AI Agents
Anthropic released a zero-trust architecture framework for AI agents addressing four threat vectors across three implementation tiers.
Meta-Stanford Survey: Code as Agent Harness Improves AI Reasoning
Meta, Stanford, Illinois survey argues AI agents work better with code as their main working layer, calling it an agent harness.
NVIDIA Vera Rubin NVL72 Cuts Agentic AI Cost 10x vs Blackwell
NVIDIA Vera Rubin NVL72 cuts agentic AI inference cost 10x vs Blackwell, per Huang at Dell event. 5,000 enterprises already on Dell factories.
Collider-Bench Tests LLM Agents on LHC Analysis Reproduction
Collider-Bench tests LLM agents on reproducing LHC analyses from papers. No agent beats physicist-in-the-loop, highlighting gaps in scientific reasoning.
Claude Mythos Clears All UK Cyberattack Simulators, Doubling Speed Revised
Claude Mythos Preview became the first AI model to clear all UK AISI cyberattack simulations, forcing the agency to double its capability-doubling estimate twice in five months.
Claude Code Digest — May 01–May 04
CCmeter's cache-busting insights can slash your Claude Code costs by up to 40% instantly.
Decepticon Open-Sources Autonomous AI Red Team for Full Kill Chain
Decepticon, a new open-source multi-agent AI system, autonomously executes the entire cyber kill chain for red teaming, from reconnaissance to exfiltration, enabling continuous security testing.
Cloudflare Ships Enterprise MCP Governance
Cloudflare's MCP portal aggregates servers behind Cloudflare Access auth, while Code Mode collapses APIs into two tools. But most SaaS MCP endpoints lack controls — here's how to protect your Claude Code workflows.
Claude Code Digest — Apr 20–Apr 23
Opus 4.7's tokenizer can spike your costs by 40% — measure before you upgrade.
Claude Desktop's Undisclosed Native Messaging Bridge
Claude Desktop installs a preauthorized native messaging bridge for browser extensions without explicit disclosure, impacting developer workflows and security practices.
MIT's RLM Handles 10M+ Tokens, Outperforms RAG on Long-Context Benchmarks
MIT researchers introduced Recursive Language Models (RLMs), which treat long documents as an external environment and use code to search, slice, and filter data, achieving 58.00 on a hard long-context benchmark versus 0.04 for standard models.
Shopify Engineering details 'Flow generation through natural language'
Shopify Engineering describes a 2026 approach to generating complex workflows (flows) from natural language prompts using an agentic modeling framework, enabling non-technical users to create automation.