
AI
AI governance checklist for production systems
Governance fails when teams treat model outputs as static facts rather than probabilistic guesses that require constant validation and boundary enforcement.
Everything TechSec Observer has reported about model security: 2 stories, newest first. Part of our AI coverage.

Governance fails when teams treat model outputs as static facts rather than probabilistic guesses that require constant validation and boundary enforcement.

Models memorise rare data points during training, allowing attackers to reconstruct sensitive records through carefully crafted queries.