Human Oversight · Human role

General Preference Annotator

Human roleHuman OversightExperience & Human Oversightarc:GeneralPreferenceAnnotator

A preference annotator without specialized domain expertise who compares responses on general criteria such as helpfulness, harmlessness, honesty and tone.

Responsibility. Provides scalable, lower-cost comparative judgments on general-purpose content.

Also known as: General annotator

Variant of Preference Annotator abstract

When to choose. Choose for general-purpose content where volume and cost matter; unsuitable for specialized medical, legal, financial or safety-critical content.

is target of alternativeTospecializesDomain Expert Annotator: is target of alternativeToDomain Expert AnnotatorPreference Annotator: specializesPreference Annotator
Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Design guidance

Sources

  1. Ch10.3: T. Nguyen, "RLHF Methodology," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.3. ISBN: 9798244538229.