Agentic AI Reference Architecture

Safety & Security · Model asset

Bias Classifier Model

Model assetSafety & SecuritySafety, Security & Governancearc:BiasClassifierModel

Classifier weights trained on thousands of labeled examples to distinguish biased (gender, racial, cultural stereotyping) from neutral text.

Responsibility. Scores the likelihood that a text contains biased language.

deployed onClassifier Bias Detector: deployed onClassifier Bias Detector
Direct neighbourhood (hover for relationship types)

Relationships

deployed on structural

Classification

Technologies
Weave BiasScorerLlamaGuard

Sources

  1. Ch9.4: T. Nguyen, "Fairness and Bias Mitigation," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.4. ISBN: 9798244538229.