Would depend on my budget (because it would certainly cost more than hovering up all training data for free).
Perhaps: Pay/reward for data sharing, decentralized training, differential privacy, local training and submitting the weights, local fine-tuning of pre-trained model, marketplace of third-party (open source) models, ...