, 9 min read
Reverse Neutralization: How to Make an LLM Write Like You
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.
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Notes on software engineering, architecture and running systems in production.
2026