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Comment Re: It's just no good (Score 1) 31

Summarizing is something LLMs are really good at.

No, it's not. They're really, really, awful, at it happens.

The best (lowest) error rate was 17% in a test like:
Answer [this question] based on the data in [this pasted text].

Not sure whether it can be called awful but it is rather bad. I would not use it.
I did not save the reference. I only wanted to put some number so that people have an idea how bad it is now.

Comment Re:Question (Score 1) 61

Beside the already mentioned.
Sometimes you can order your resources and lock in that order. That rules out deadlocks.
You can describe with a petri net and reason or simulate over it.
You can also undo deadlocks with watch-dogs or transactions.
As for as use-after-free: well, use a programming language with a linear type system or with a garbage collector (GC). Linear type system is limiting but it prevents it. GC will transform it into increased memory usage which is easier to diagnose.

Comment Re:No. Obviously not. (Score 1) 61

I agree here. The proofs are done against a specification. Some parts of a specification are easy: e.g. no null pointer de-reference. But these simple things can be often solved by using a more strongly and statically typed language. One can encode a lot of properties in types (of a dependently typed language if needed). The advertised AI system likely allows to prove even some non-trivial but still rather simple properties automatically.

The more complicated parts of a specification are harder than the implementations of the specification in a programming language. An important job of a programmer is to fill in the missing parts of an incomplete specification in a way which is the most likely to be actually required.

I did some proofs in COQ mostly for fun a long time ago. I enjoyed it a lot! But no expert in this :)

Comment Re:"accepted 30% of its suggestions" (Score 1) 78

If you write good inline documentation this sort of technology can write decent code and test cases

The problem is that good comments describe why the code is written as it is. Good comments do not describe what the code does. That would be a duplication. What the code does is easier to see from the code directly.
Are good comments enough for this sort of technology?

Comment Re:Damning indeed (Score 2) 73

Maybe what he meant is not that they [researchers making ChatPT] do not know how the model works and its limitations in general but they do not know a specific algorithm the neural network may be using.
Let's say they teach ChatGPT to properly multiply up to a given number size (without memorising it all). Would they know the internal algorithm the neural network is using to multiply? It is embedded somewhere in the weights but it may not be easy to read it out in a nice form readable by humans. This is in contrast to a nice multiplication algorithm we learn in schools.

Comment Re:Or ever... (Score 1) 114

OK, I did not know that influence on the chemical properties is big enough to be useful. The point of smell is that the sensors measure also vibration frequency of the molecules. This clearly depends on nuclear weight. At least, that is what the documentary claimed (but no claim of quantum entanglement role of course):
https://www.youtube.com/watch?...

Comment Re:Or ever... (Score 1) 114

Do you believe in quantum mysticism in our brains? Because quantum mind theory is not validated yet. Why current (classical) neuron models cannot do it all?

We know that our smell sensors are not purely chemical because they detect different isotopes differently but I never heard about anything like that as for as our brain is concerned.

Comment Re:Need more nuclear fission power plants. (Score 1) 109

It may be different from what MacMan exactly wrote but the consequence of closing nuclear plants ahead of their maximum possible life did result in lignite/coal emissions which would not need to be there otherwise. From this point of view, he was right. And his claim is still fully true in 2022.

Germany made a mistake. They started closing nuclear plants before coal plants. There is no way to spin this positively by pointing to the renewables in Germany. Politics sucks.

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