Jiacan Yu

Certified Mitigation of Worst-Case LLM Copyright Infringement

The exposure of large language models (LLMs) to copyrighted material during pre-training raises concerns about unintentional copyright infringement post deployment. This has driven the development of “copyright takedown” methods—post-training approaches aimed at preventing models from generating con