20Can fine-tuning remove a model's safety behaviour? What does that mean for a product team?▼hardNew◆ premiumA training update can change behavior beyond its intended task. Work through a release comparison that separates useful answers, forbidden proposals and confirmed effects.Open full answer →
19A safety bypass works in one language but not in English. What does that tell you, and what do you do?▼mediumNew◆ premiumReproduce the failure without assuming its cause. Check meaning, labels, routing and model or guard behavior, then measure safety and useful work by language.Open full answer →
21How do you test a production chatbot for prompt injection without affecting real users?▼mediumNew◆ premiumBuild an authorized evaluation with synthetic identities, a fidelity matrix and controlled effects after real permission checks. Report what the harness proves and what remains untested.Open full answer →