
AI
Treating AI Models as Untrusted Insiders: 7 Common Mistakes
Large language models operate with persistent memory and broad data access, making them high-privilege insiders that require the same zero-trust controls as human employees.
Everything AppSec Scoop has reported about prompt injection: 3 stories, newest first. Part of our AI coverage.

Large language models operate with persistent memory and broad data access, making them high-privilege insiders that require the same zero-trust controls as human employees.

AI models behave like privileged insiders with no human intent, requiring network segmentation and strict output validation to prevent lateral movement and data exfiltration.

Most agent hijacking occurs because the tool executes commands without verifying the intent behind the natural language prompt.