As someone who actually has a university degree in Artificial Intelligence, I feel like this is always how it's been. Before, an "AI Expert" was someone who knew how to use Tensorflow, PyTorch or Keras. Before that, an "AI Expert" was someone who knew how to write a Monte Carlo simulation, etc etc.
You could of course say the same for frontend engineer or backend engineers.
How many frontend engineers are simply importing Tailwind, React, etc?
How many backend engineers are simply importing apache packages?
Where do you draw the line? Can you only be an AI expert if you stick to non-LLM solutions? Or are AI experts the people who have access to hundreds of millions of USD to train their own LLMs? Who are the real AI experts?