I quite like the idea of organizing federated learning with accredited entities as a solution to the issue mentioned below. There is a nice aspect to having decentralized communities “safeguard” human knowledge and culture, and help validate that the training data is not polluted by AI-generated content (picture a human-generated content safe akin to the Svalbard Seed Vault). This would, obviously, still require some kind of AI watermarking system, and I am especially excited to see whether blockchain initiatives could help tackle this.