Concept · Building with AI

Ground truth

Also called: gold standard, golden set, golden dataset, source of truth, reference answers

The verified, correct answers or facts that an AI system's output is checked against.

For example: A team has accountants label 200 invoices by hand to create ground truth, then measures how often the AI extracts the same totals.

Connects to 6

• Evals Concept
• Data integrity Concept
• Hallucination Concept
• Loss function Concept
• promptfoo Tool
• Braintrust Tool