Position: The Pre/Post-Training Boundary Should Govern IP in Industry-Academia ML Collaborations

Dirk Bergemann, Soheil Ghili, Nitzan Mekel-Bobrov

Industry-academia ML collaborations routinely fail to launch -- not for scientific reasons, but because academics must publish while companies must protect models trained on propri…