
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 treating AI models as untrusted insiders: 2 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.