It feels like there is an analogy here with Yahoo! and the early days of going from curated lists of websites to search algorithms. Do you think of LLMs in a similar way? I.e. some kind of model ranking score that companies could eventually game?
I'm not sure what the SEO equivalent would be here...
Great analogy, I'm not sure tbh. I don't think we will see quite as many unique models as we see unique websites, but I do think we're going to see an increasing number of divergent and specialized models, which lend themselves to routing. I guess the SEO analogy would be "tricking" the neural routing function into thinking your LLM is better than it actually is, there are many techniques already to hone in on neural net weaknesses. Definitely interested to see how the space evolves!
danlenton|1 year ago
darreninthenet|1 year ago
(Least Hallucinated Response)