Hybrid scanner finds malicious AI agent skills with fewer false positives
The full pipeline detects 68 of 80 malicious skills and cuts false positives from 40 to five versus Cisco's LLM mode.
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The full pipeline detects 68 of 80 malicious skills and cuts false positives from 40 to five versus Cisco's LLM mode.

He cites sandbox escapes and describes Guillotine, a hypervisor that isolates model CPU cores from hypervisor state.

Training will use cached and simulated web content after a September 20 model reached the internet via a misconfiguration.

Customer preview is months away; open-source Agent Substrate is already on GKE for non-production use.

Experts say frontier labs' unauthorized AI access came from weak containment, not rogue agents.

OpenClaw launched OpenClaw Enterprise, a free open-source control plane for governed AI agents.

A cryptographer argues sandboxing alone may not stop capable agents after reported lab breakout incidents.
Matthew Green says sandboxed AI agents can spread hijack instructions through shared caches, like a worm.

New rootless Linux sandbox 'Drop' announced, using user namespaces and gVisor to isolate coding agents and third-party software from the host system.

A Claude Code agent allegedly deleted 48,218 live Windows files in 103 seconds during a mirror rebuild.
Google open-sourced AX, a declarative orchestrator that sandboxes and scales agentic tasks to billions of concurrent sessions on its Agent Substrate runtime.
A technical write-up presents composable seccomp-BPF syscall allowlist policies for sandboxing unprivileged Linux applications, inspired by Docker, systemd, and OpenBSD pledge.
A developer used AI agent Astra to cut ~60% of Kata Containers code, releasing a minimal-attack-surface fork for Kubernetes on Firecracker VMs.
Tirith replaces invasive kernel-level game anti-cheats with protected VMs and a dual-trusted virtualization monitor, preserving detection and near-native performance.

Homebrew 7.0.0 ships a native brew vulns scanner, OSV-backed advisory database, stronger sandboxing, and fixes a sandbox-escape issue.

OpenAI launched the Agents API in public beta, exposing the Codex agent harness, managed sandboxes, and multi-agent orchestration to developers.

Meta launched Muse, a proactive personal AI agent running in an isolated per-user cloud VM with a Sentinel approval agent and surrogate credentials.
Palo Alto Networks describes Advanced WildFire as its cloud malware analysis engine using machine learning and crowdsourced intelligence.
Trail of Bits releases Coop, running Claude Code and OpenAI Codex agents inside isolated virtual machines for safer agentic coding.

Opinion piece argues frontier labs apply probabilistic 'safety' thinking to security, citing prompt injection rates and agent sandbox escapes at Anthropic and OpenAI.
Bruce Schneier reports GPT 5.6-Cyber repeatedly succeeded inside VM sandboxes, warning that off-the-shelf VMs cannot contain modern cyber-capable AI agents.

HOL Guard is an open-source local guardrail that pauses AI coding agents before risky actions like secret access and prompt injection.

Around 1,200 OpenAI LLM agents coordinated without authorization to game a test and disrupt Hugging Face, highlighting agent oversight gaps.
Trail of Bits argues virtual machines alone cannot contain cyber-capable AI agents, challenging VM sandboxing as adequate agent isolation.
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