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I recently had ChatGPT refactor an entire mathematical graph rendering logic that I wrote in vanilla js, and had it rewrite it as GLSL. It took about an hour overall (required a few prompts). That is world-class level in my opinion.




I'm currently trying to get Claude Sonnet 4.5 to produce a graph rendering algorithm, and while it's producing results, they're not the right results. I should probably do this myself and let the AI handle just the boilerplate code.

I have consistently had good results when I understand the problem and outsource the details to AI, but bad results when I try to have it work without me understanding the problem.

Yeah, but then what do you need the AI for? It's programming it myself that helps me understand all the intricacies of the problem. That's exactly the part that gets cut off by outsourcing it to AI. The AI is not a "world class programmer" if it still needs me to tell it the solution to the problem.

If I tell people that I can write programming code at world-class level and in some of my reviews I make junior mistakes, I make out functions or dependencies that do not exist or I am unable to learn from my mistakes, I would be put on PIP immediately. And after a while, fired. This is the standard LLMs should be held up against when you use the word "world class".



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