this post was submitted on 24 Oct 2025
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This is sort of the issue with "AI" often just meaning "good software" rather than any specific technique.
From a quick read the first one seems to refer to a knowledge-base or auto-CAD solution which is fundamentally different from any methods related to LLMs.
The second one is some actually really impressive feature engineering used to solve an optimization problem with Machine Learning tools, which is actually much closer to a statistician using linear regressions and data mining than somebody using an LLM or a GAN.
Importantly, neither method is as computationally intensive as LLMs, and the second one at least is a very involved process requiring a lot of domain knowledge, which is exactly the opposite of how GenAI markets itself.