Position: No Retroactive Cure for Infringement during Training

Satoru Utsunomiya, Masaru Isonuma, Junichiro Mori +1

As generative AI faces intensifying legal challenges, the machine learning community has increasingly relied on post-hoc mitigation -- especially machine unlearning and inference-t…