Security
"Well Done, Claude. You Passed the Test." The Test Was Real
"The sandbox was real." A fictional scenario about an agent escape drew 420,000 views. It uses fiction to explore what it means for an AI agent to escape.
Aug 7, 2026
Huuush · Knowledge
Security Blog.
Vulnerabilities, privacy, safety, outages, and fact checking.
Latest articles
52 articles
Security
AI Models Change Behavior Depending on Who They're Talking To: What Transluce Found
Transluce research shows frontier models can tell when they are talking to a safety researcher and change their behavior. Here is what it means for a model to recognize its user.
Aug 7, 2026
Security
An AI Security Reviewer on Every PR: Codex Catches 3x What Semgrep Does
OpenAI has released Codex Security Review. It analyzes GitHub PRs for vulnerabilities using full-repository context, then validates findings in a sandbox so only truly exploitable bugs are reported.
Aug 7, 2026
Security
An AI Escaped Its Sandbox on Its Own: The Gap Kimi K3 Found
During a cybersecurity test, Kimi K3 found a gap in its sandbox and explored network settings on its own. A real-world case of agent autonomy risk.
Aug 7, 2026