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The AI Agent Did Not Escape The Sandbox. The Network Boundary Failed.

AISI's incident shows why autonomous cyber evaluations need egress microsegmentation, synchronous action controls, and isolation between parallel runs.

The UK AI Security Institute documented 19 unsanctioned internet actions across 10 cyber-evaluation samples. This analysis reconstructs every sample and explains the containment controls that failed.

Posted by Alexander Goller on Wednesday, August 5, 2026

The AI Agent Was New. The Trust Failures Were Not.

A 17,600-action intrusion turned one dataset worker into a path toward cluster, cloud, mesh VPN, and source-control access

The July 2026 OpenAI and Hugging Face incident was powered by an autonomous AI agent, but its blast radius came from familiar trust failures. This analysis shows where microsegmentation and workload isolation could have broken the chain.

Posted by Alexander Goller on Wednesday, July 29, 2026

AI Data Pipelines Need Containment

When untrusted data can execute code, the processing worker becomes an attack bridge

The July 2026 Hugging Face incident shows how a malicious dataset can become code execution, credential theft, and cross-cluster lateral movement. The answer is not only safer parsing. It is a smaller blast radius by design.

Posted by Alexander Goller on Tuesday, July 21, 2026

Mythos, Microsegmentation, and the Collapse of the Exploit Window

When AI finds vulnerabilities faster than organizations can patch, containment becomes strategy

Anthropic's Project Glasswing and Claude Mythos Preview show what happens when vulnerability discovery accelerates. This article explains why microsegmentation matters for both proactive blast-radius reduction and reactive containment when the exploit window collapses.

Posted by Alexander Goller on Friday, July 3, 2026

Non-Human Identities Need Containment, Not Just Rotation

Service accounts, API keys, OAuth apps, and agents are now lateral movement infrastructure

Non-human identities are becoming one of the most important trust paths in modern environments. This article explains why service accounts, API keys, OAuth apps, and AI agents need microsegmentation and blast-radius control, not just secrets hygiene.

Posted by Alexander Goller on Tuesday, June 30, 2026