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224 points azhenley | 3 comments | | HN request time: 0s | source
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mehulashah ◴[] No.45074995[source]
I do believe it’s time for systems folks to take a hard look at building systems abstractions on top of LLMs as they did 50 years ago on top of CPUs. LLMs are the new universal computing machines, but we build with them like we built computers in the 1950s - one computer at a time.
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csmpltn ◴[] No.45075043[source]
This is the wrong take.

There's a point beyond which LLMs are an overkill, where a simple script or a "classic" program can outdo the LLM across speed, accuracy, scalability, price and more. LLMs aren't supposed to solve "universal computing". They are another tool in the toolbox, and it's all about using the right tool for the problem.

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mehulashah ◴[] No.45075057[source]
I shared your opinion for a while. But, that’s not what’s happening. People are using them for everything. When they do, expectations are set. Vendors will adjust and so will the rest of the industry. It’s happening.
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1. baby_souffle ◴[] No.45075186[source]
> People are using them for everything

Let’s see if that continues to be the case after some time. On a long enough timeline, that 100 line python script that is deterministic is going to beat the non deterministic llm.

They are a tool. They re not an omnitool.

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2. Imustaskforhelp ◴[] No.45075321[source]
If all you have is a hammer, everything looks like a screw.

The problem is not the tool, the problem are the people selling the hype, the people accepting the hype as it is and this "everyone" person who I keep on listening about, I wonder why his takes are often times wrong but he doesn't accept them...

People can be wrong, People are wrong in a lot of contexts, I don't think the world is efficient in this sense. We are emotional beings, sell us hype and we would accept it and run with it.

Agree on how it is not an omnitool. Why are we going towards an inferior product (AI for VMS??) when this doesn't make sense when we already have superior product (I think)

I guess somethings don't make sense and if everyone jumps in a well, most people would follow it (maybe including myself, if I didn't want to be contrarian in such sense, my knowledge is really limited regarding AI so all of the above statements can be wrong and hey I am wrong I usually am)

3. IX-103 ◴[] No.45078056[source]
They're pretty close to being an omnitool. But like any tool you need to know how to use it.

Asking it to do some common task is probably silly when you should be asking it to write a program to do the common task (and add the program to its list of tools if it works).