https://blog.lgcode.me/tags/production-ml/ Recent content in Production-Ml on lgcode Hugo en-us Wed, 26 Aug 2026 09:00:00 -0300 https://blog.lgcode.me/posts/a-classifier-that-can-say-not-mine/ Wed, 26 Aug 2026 09:00:00 -0300 https://blog.lgcode.me/posts/a-classifier-that-can-say-not-mine/ Almost all classification writing assumes a closed set. In production you need three answers, not two — and "wrong family entirely" is a different failure from "unsure which one".