I know that this seems likely from a theoretical perspective (in other words, I would way underestimate it at the sprint planning meeting!), but
A) checking each output against a regex representing a hundred years of literature would be expensive AF no matter how streamlined you make it, and
B) latent space allows for small deviations that would still get you in trouble but are very hard to catch without a truly latent wrapper (i.e. another LLM call). A good visual example of this is the coverage early on in the Disney v. ChatGPT lawsuit:
A) checking each output against a regex representing a hundred years of literature would be expensive AF no matter how streamlined you make it, and
B) latent space allows for small deviations that would still get you in trouble but are very hard to catch without a truly latent wrapper (i.e. another LLM call). A good visual example of this is the coverage early on in the Disney v. ChatGPT lawsuit:
[1] IEEE: https://spectrum.ieee.org/midjourney-copyright
[2] reliable ol' Gary Marcus: https://garymarcus.substack.com/p/things-are-about-to-get-a-...