People are starting to worry about generative AI/LLM training data - copyright, bias, knowledge gaps, bad/outdated info. They are also worried about the black box of hardcoded "alignment" layers on top - which can and has introduced similar issues. Cryptographic proof of a model's training data provenance and its compute would be reassuring to large enterprises, governments, and conscientious users who are hesitant to embrace AI.

You don't want to accidentally use part of a biased social media chat LLM to summarize legislation or estimate results of a business plan.