EVALS & OBSERVABILITY • 236 / 397
Measure whether the AI is good and trace where it fails.
Accuracy
Accuracy is the fraction of predictions that are correct overall.
Think of it like
Think of Accuracy like testing and telemetry for any production service: quality must be measured, not guessed.
Real life
Teams use Accuracy to decide whether a new release is safer, faster or more useful.
SRE lens
Useful for balanced classification tasks but can hide minority-class failures.
Remember thisAccuracy is the fraction of predictions that are correct overall.