As the debate heats up around the use of copyrighted works to train large language models (LLMs) such as OpenAI’s ChatGPT, Meta’s Llama 2, Anthropic’s Claude 2, one obvious question arises: can these models even be altered or edited to remove their knowledge of such works, without totally retraining them or rearchitecting them? 

In a…