Agentic AI Reference Architecture

Model Adaptation · Software component

Moderation Feedback Integrator

Software componentModel AdaptationModelsarc:ModerationFeedbackIntegrator

A feedback component that systematically converts every human moderation decision into filter updates, either new deny-list patterns or labeled examples for classifier retraining.

Responsibility. Feeds human moderation decisions back into automated filters.

receives data fromtriggerswritesreadsFeedback Collector: receives data fromFeedback CollectorFine-Tuning Pipeline: triggersFine-Tuning PipelineContent Deny List: writesContent Deny ListModeration Label Dataset: readsModeration Label Dataset
Direct neighbourhood (hover for relationship types)

Relationships

reads dependency

writes dependency

receives data from dynamic

triggers dynamic

Design guidance

Classification

Patterns
Human feedback loopContinuous improvement flywheel
Risks mitigated
Filter stalenessAd-hoc, inconsistent filter updates

Sources

  1. Ch9.1: T. Nguyen, "Output Filtering and Content Moderation," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.1. ISBN: 9798244538229.
  2. Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. ISBN: 9798244538229.