top-k

top-k shows up constantly when teams ship LLM features. Practically, it influences how you design prompts, evaluate quality, and reason about failure modes. Teams should document how top-k manifests in their stack—data handling, evaluation, and runtime guardrails—and revisit assumptions as models update.