4 ms·
I see it a bit differently - LLMs are an incredible innovation but it’s hard to do anything useful with them without the right wrapper. A good wrapper has deep
by gronky_ 1y ago
I see it a bit differently - LLMs are an incredible innovation but it’s hard to do anything useful with them without the right wrapper.
A good wrapper has deep domain knowledge baked into it, combined with automation and expert use of the LLM.
It maybe isn’t super innovative but it’s a bit of an art form and unlocks the utility of the underlying LLM
- tedy1996 1y agoHow is something that cant admit it doesnt know, and hallucinates a good innovation?
- knowaveragejoe 1y agoModern LLMs frequently do state that they "don't know", for what it's worth. Like everything, it highly depends on the question.
- mrlongroots 1y agoExactly. To present a potential usecase: there's a ridiculous and massive backlog in the Indian judicial system. LLMs can be let loose on the entire workflow: triage cases (simple, complicated, intractable, grouped by legal principles or parties), pull up related caselaw, provide recommendations, throw more LLMs and more reasoning at unclear problems. Now you can't do this with just a desktop and chatgpt, you need a systemic pipeline of LLM-driven workflows, but doing that unlocks potentially billions of dollars of value that is otherwise elusive.
- lawlessone 1y ago>pull up related caselaw Or just make some up...
- mrlongroots 1y agoAt the token layer an LLM can make things up, but not as part of a structured pipeline that validates an invariant that all suggestions are valid entities in the database. Can google search hallucinate webpages?
- slacktivism123 1y ago>doing that unlocks potentially billions of dollars of value that is otherwise elusive What's more, it unlocks potentially new additions to the 206 legal cases where generative AI produced hallucinated (fake) content. https://www.damiencharlotin.com/hallucinations/ https://www.damiencharlotin.com/hallucinations/