Concept · Building with AI
Evals
Also called: eval, evaluation, evaluations, model evaluation, AI evaluation, test set
Tests that check whether the outputs of a model or an AI product meet the criteria its builders set. Teams run them to measure quality and to compare one version with the next.
For example: A team writes 50 sample customer questions with correct answers. After each change to the prompt, they run all 50 and count how many answers pass.
Connects to 19
- Benchmark Concept
- Testing Concept
- Hallucination Concept
- Prompt Concept
- Ground truth Concept
- MLOps Concept
- AI safety Concept
- Sycophancy Concept
- Probabilistic vs deterministic Concept
- Prompt optimization Concept
- Overfitting Concept
- Vertex AI Tool
- Gen AI Evaluation Service Tool
- Gemini Prompt Optimizer Tool
- Artificial Analysis Tool
- LMArena Tool
- promptfoo Tool
- Braintrust Tool
- NIST AI Risk Management Framework Concept