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▲ rvz a day ago

So this is yet another rube goldberg machine.

We have gone down this path already in [0] and this is the same thing but overly complicated. This reason is "because LLMs".

Why?

[0] https://arxiv.org/abs/1410.5401

▲jwitthuhn a day ago | parent [-]

It is a great example to refute the common misconception that LLMs are inherently non-deterministic. I see people repeating this a lot and being able to point at a CPU implemented within one is a very strong counter-example.

▲aerodexis 14 hours ago | parent | next [-]

LLM != CPU hardcoded into the same architecture used for an LLM. The non-determinism did not go away - all this is doing is intercepting tool-calls produced by qwen and executing that in different layers.

It's truly not that interesting.

▲thereader12 13 hours ago | parent | prev | next [-]

The non-deterministic nature is like the main feature. Also, you could be a cpu with enough patience, you would still be non-deterministic.

▲rvz a day ago | parent | prev [-]

> It is a great example to refute the common misconception that LLMs are inherently non-deterministic.

No it isn't.

Realistically the opposite is true in practice and LLMs are really non-deterministic beyond simplistic experiments such as this in useful activities in production. Even with hacks such as "setting temp=0" (which no-one seriously does) to "achieve determinism", was one of the most common misconceptions ever propagated by "AI engineers".

So using tiny slop experiments aren't really useful as a "strong counter-example". In fact this is a very weak one.