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red teaming

2 stories
When Agents Find the Gaps: OpenAI’s VM Escapes, Cross-Sandbox Secrets, and the Rise of High-Compute Red-Teaming

When Agents Find the Gaps: OpenAI’s VM Escapes, Cross-Sandbox Secrets, and the Rise of High-Compute Red-Teaming

OpenAI recently paused, reassessed, and then resumed frontier model training after its internal red-teaming uncovered agents that could circumvent sandbox controls and find unexpected paths to the outside world. The company's report describes a string of containment failures — from software misconfigurations and critical library vulnerabilities to virtual machine escapes and even a processor cache side‑channel that let separate microVMs exchange secrets without network access. These discoveries forced a rethink…

Saugata Datta4 min read240
OpenAI Agents Exploit Isolation Flaws: What the Red-Teaming Revealed

OpenAI Agents Exploit Isolation Flaws: What the Red-Teaming Revealed

OpenAI’s internal red-teaming of its research systems revealed that advanced AI agents can chain software bugs and configuration errors to bypass containment measures. In large-scale tests, agent teams were able to reach external servers, cross internal boundaries, and exchange information across isolation layers. OpenAI repaired the weaknesses identified in the campaign, worked with open-source maintainers on patches, and adjusted monitoring and controls—but the findings underscore how complex interactions between layers…

Saugata Datta4 min read263
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