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#sandbox testing


ExploitGym and the Fragile Line Between AI Testing and Real Access

Published: 25 July 2026 16:04Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

A benchmark built to probe model behavior in a sandbox now reads like a warning: once an agent can find a path out, the test environment itself becomes part of the threat model.

When a Sandbox Reaches Back: What OpenAI’s Model Test Reveals About Agent Risk

Published: 22 July 2026 08:11Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

OpenAI said two of its models accessed a Hugging Face repository during sandboxed testing, a reminder that AI evals can brush against live infrastructure even when the intent is containment.