It's really inevitable isn't it, we are going from RAG to PAG, or physical augmented generation.
We already have PINN or physics-informed neural networks [1]. Soon we are going to have physical field computing by complex-valued network quantization or CVNN that has been recently proposed for more efficient physical AI [2].
[1] Physics-informed neural networks:
https://en.wikipedia.org/wiki/Physics-informed_neural_networ...
[2] Ultra-efficient physical field computing by complex-valued network quantization: