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1. mediam+(OP)[view] [source] 2023-11-08 20:21:52
You don't see value in retrieval augmented generation? It seems like one of the major use cases in knowledge management in larger organizations that is hard to replicate without an LLM.

They also seem to work very well for summarizing large amounts of data, for automating the generation of basic legal texts, for extracting key data points from paperwork (invoices, mortgage applications, bank statements, etc).

It's useful to separate whether there is a lot of dubious hype (true of any new foundational technology) from whether useful things are being done. Both can be true at the same time. Lots of fraud and stupidity, but also lots of valuable work happening. With crypto, there was none of the latter, other than criminal applications.

The internet also attracted lots of hype and poor ROI consulting projects...but here we are.

replies(1): >>enjo+8B
2. enjo+8B[view] [source] 2023-11-08 23:19:18
>>mediam+(OP)
As an interface layer GPT is amazing. In some industries things still require humans to pick up a phone or send a text to make things happen. I’ve seen very promising results with pure LLM solutions that replace web forms people often never really understand. The ability to provide deep reporting insights from a question is huge.

I don’t think AI as a general computing platform or as a replacement for coders is particularly close but there are lots of game changing incremental things LLMs do extremely well today. Something I could never find with crypto.

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