Toxic output refers to model responses that include hate speech, harassment, slurs, or other forms of harmful content. The usual culprit is uncleaned forum and social media text in pretraining, but adversarial use through Prompt Injection can also surface latent toxicity. Providers try to suppress it via RLHF and content filters, though full elimination is unrealistic. That gap is why automated toxicity scoring and routine Red Teaming have become baseline practice in AI Safety evaluation.
MEVZU N°124ISTANBULYEAR I — VOL. III
Glossary · Beginner · 2019
Toxic Output
Model responses that contain hateful, harassing, or otherwise harmful content.
- EN — English term
- Toxic Output
- TR — Turkish term
- Toksik Çıktı