I think they're referring to this study on LLM poisoning in the pretraining step: https://arxiv.org/abs/2510.07192 (related article: https://www.anthropic.com/research/small-samples-poison)

I'll admit I'm out of my element when discussing this stuff. Maybe somebody more plugged into the research can enlighten.