4 ms·
I agree completely. Having LLMs use programming languages/tools/libraries built for humans is the wrong path to fully leverage their potential. They are capabl
by lukev 3y ago
I agree completely.
Having LLMs use programming languages/tools/libraries built for humans is the wrong path to fully leverage their potential. They are capable of so much, but trying to use them as a drop-in replacement for humans isn't the best use for them. Frankly, it's impressive it works at all, but I think we will find hard limits on the actual complexity and reliability of the systems they can build in this manner.
We still need intelligent, rigorous system design. LLMs have the strong potential to let system builders operate at a higher level of abstraction, but in my opinion having LLMs write Python or SQL is an evolutionary dead end.
My own work is directly focused on this and what IS the proper place of a LLM in a data processing or knowledge system.