
The Translator Cleaned Up the Evidence: Measuring Toxicity Loss in LLM Translation
Trust-and-safety teams translate flagged content to review it. If the translator softens a slur or refuses a threat, the reviewer moderates a post that never existed. We built a 75-case benchmark to measure how often that happens.




