Yi et al.

A new analysis warns that standard LLM safety audits miss up to 90% of failures because models are tested at full precision (FP16) but deployed under 4-bit or 8-bit Post-Training Quantization (PTQ), w…

Researchers have found that catastrophic forgetting and safety erosion in large language models are driven by the same gradient-interference mechanism, suggesting that tools used to monitor and mitiga…