AI changes everything. Moore's law has always been bullshit anyway, but LLM hunger for cycles and fast retrieval makes it operate in reverse: software becomes hungrier much faster than hardware improvements can keep up. Responsive agentic AI needs fast RAG. And look at this sheer speed........