Notes on software engineering, architecture and running systems in production.https://fabiocingottini.com/enhttps://fabiocingottini.com/blog/reverse-neutralization/https://fabiocingottini.com/blog/reverse-neutralization/Models draft correct, interchangeable emails. The fix is a dataset built backwards: take emails with a voice, let the model neutralize them, then flip the pairs.Mon, 07 Sep 2026 00:00:00 GMT