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].

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_networks https://en.wikipedia.org/wiki/Physics-informed_neural_networ... [2] Ultra-efficient physical field computing by complex-valued network quantization: https://www.nature.com/articles/s41467-026-70319-0 https://www.nature.com/articles/s41467-026-70319-0