We Pinned Our Model Version to Stay Safe. The Provider Deprecated It Anyway.
中文摘要
生产级AI的真实成本是“再认证”：即因供应商更改模型而必须进行的评估、调优与回归测试。
English Summary
The true cost of production AI is "re-qualification"—the testing and retuning necessitated by providers deprecating or changing models, even when versions are pinned.
原文节选
The recurring cost of production AI is not inference. It is re-qualification: the eval reruns, prompt retuning, and regression testing you owe every time a model changes under you. Here is what that tax actually covers, and how to budget for it before it surprises you. The post We Pinned Our Model Version to Stay Safe. The Provider Deprecated It Anyway. appeared first on Towards Data Science.