
AI
What Makes Generative AI Unique: The Architecture of Synthetic Output
Generative AI constructs novel artifacts from probabilistic patterns rather than retrieving stored data, creating a distinct risk surface for data leakage.
Everything Sandbox Desk has reported about generative AI: 3 stories, newest first. Part of our AI coverage.

Generative AI constructs novel artifacts from probabilistic patterns rather than retrieving stored data, creating a distinct risk surface for data leakage.

Large language models predict the next word using statistical probability, not by accessing a database of verified facts or understanding meaning.

Generative AI shifts security from reactive auditing to continuous validation, catching logic errors before they reach production.