EVALS & OBSERVABILITY • 233 / 397
Measure whether the AI is good and trace where it fails.
Eval Dataset
An eval dataset is a collection of test cases used to measure an AI system consistently.
Think of it like
Think of Eval Dataset like testing and telemetry for any production service: quality must be measured, not guessed.
Real life
Teams use Eval Dataset to decide whether a new release is safer, faster or more useful.
SRE lens
Include normal incidents, edge cases and known failure modes.
Remember thisAn eval dataset is a collection of test cases used to measure an AI system consistently.