AI teams otherwise argue subjectively about whether to keep shipping or stop and stabilize.
FOUNDATIONAI SRE
Use Error Budgets for AI
An error budget is the allowed amount of unreliability implied by an SLO.
If a model rollout consumes 70% of the monthly latency budget in two days, the release policy can automatically require rollback or stabilization.
What changes are restricted when the AI service burns too much of its reliability budget?
REMEMBERError budgets connect AI experimentation to production discipline.
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