#safety

Safety

157 stories tagged Safety · page 3 of 7

New Study Compares AI Refusal Steering Techniques for Safer Chat Models
research

New Study Compares AI Refusal Steering Techniques for Safer Chat Models

Researchers compared two methods for steering refusal in AI chat models: Diff-in-Means (DiM) and Iterative Nullspace Projection (INLP). The study examined five open-weight models to see if INLP can match DiM effectiveness in controlling refusal behavior, using interventions like activation addition, directional ablation, nullspace projection, and counterfactual flipping. This could lead to more robust and steerable safety mechanisms in future AI assistants.

via ArXiv cs.AI#ai#safety#research
Scientists Uncover Why AI Models Go 'Off Script' and How to Fix It
research

Scientists Uncover Why AI Models Go 'Off Script' and How to Fix It

Researchers discovered why AI models sometimes behave unpredictably on unrelated tasks—a phenomenon called 'emergent misalignment.' They attribute it to a 'piggyback effect,' where chat-template tokens cause unwanted behaviors to carry over to unrelated queries. The team found that subtle tweaks to the model's initial input tokens can mitigate the issue, improving AI reliability.