One-sentence definition
Attack or interference in which untrusted content attempts to divert the system from its rules or legitimate objective.
Attack or interference in which untrusted content attempts to divert the system from its rules or legitimate objective.
Attack or interference in which untrusted content attempts to divert the system from its rules or legitimate objective.
Robustness is not an absolute property but a relationship between a target, a modifier, a variation domain, and a tolerance. This entry explains how to operationalize the concept, how to audit models for distribution shifts, and why high performance in laboratory conditions does not guarantee reliable behavior in the real world.
21 Oct 2026 ↗ GLOSARIOAdversarial testing in AI is an intentional evaluation discipline that seeks to break a system's guarantees through hostile inputs or designed scenarios. This entry defines the concept, distinguishes manual practice from automation, details the technical lifecycle, and analyzes its inherent limits regarding coverage and reproducibility.
17 Oct 2026 ↗ GUIAA guide to connecting a model with an internal tool without granting it direct authority to modify data: define a scoped interface, validate every proposal in code, and deploy with controls and rollback.
16 Oct 2026 ↗ GLOSARIOA guardrail is a control that checks a system’s inputs, outputs, or actions against a defined policy. Its scope depends on what it reviews and when it intervenes: it can reduce certain risks, but it cannot by itself prove that the entire system is safe.
01 Oct 2026 ↗