Applied AI·The API layer
you passed a seed, got the same answer most of the time, and learned not to build correctness on that.
Seed and determinism
Draft summary, pending review
Some APIs accept a seed to make sampling repeatable. Even then, providers only promise best-effort determinism: infrastructure changes and batching can still vary outputs. Never build correctness on exact-output reproducibility.