Time runs downward. The complete LLM development pipeline runs left to right. Research branches, dead ends, revivals, model adoption, engineering layers, problem pressures, and full model architectures occupy the same continuous coordinate system.
direct technical descentinfluence / convergenceimplementation optimizationselected-model choiceactive problem pressureset asideclosed / inferred↺ revived