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Jag ändrade en implementation med GPT-5 i helgen och använde den för design på högre nivå, och det var riktigt bra. Sedan bestämde jag mig för att låta det försöka implementera det och Elixir-koden var bisarr och Ruby-böjd och hemsk, så jag gick tillbaka till Claude för implementeringen.

11 aug. 22:57
I’ve been seeing a bunch of people talking about how they have found GPT-5 to be a step down from previous models. I can’t speak to their experience, but my own has been the opposite.
Yesterday I had GPT-5 Thinking design a complicated domain specific language for me for specifying the semantics of machine instructions in CPUs. (The purpose of the thing is to make it easier to create and maintain emulators for old computers, which is a hobby of mine.)
The LLM wasn't perfect but did an excellent job and demonstrated some real creativity at the task. The resulting DSL is excellent and would have required a ton of work if I had done it by hand. I haven’t fully finished working with the LLM on the specification, but when I do, I suspect that it’s going to be able to one shot most of the compiler.
Perhaps for some people the thing is working poorly; I don’t know what they are trying to do. I also can’t speak to their tastes on things like “personality”, and besides, my system prompt implicitly asks the model to be ultra professional and bland. (I also have no interest in the AI providing me with companionship or emotional support and do not want to have a parasocial relationship with it.)
For me, it certainly is doing a really good job, and on an extremely complicated technical task.
Note that I understand the work that I am asking the system to do extremely well, I am in a position to catch mistakes that it is making and correct them, and I consider a job that is 95% done after a few iterations to be a really good outcome because I can correct the rest.
Perhaps if you’re trying to have the thing one shot a working circuit design and you know no electrical engineering, the thing is still not doing what you want. For me, though, it’s an amazing tool, and is a distinct improvement over o3.
Men när det gäller att förstå vad jag försökte göra och komma på ett bra mönster för det, och en plan på hög nivå, var det bättre än något jag har sett hittills. Det var bara kodningen på lägre nivå som den sniffade - vanligtvis med kodning av LLM:er är motsatsen sann.
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