Artificial Intelligence #graphical-probabilistic modeling#generative flows
Graphical-Probabilistic Modeling Brings Rigor to LLM-Native Software Engineering
Current LLM-native software development relies on experimentation and heuristics. A proposed framework called Generation Networks uses graphical probabilistic models to document generative flows and enable design-level reasoning, bringing the rigor of traditional software engineering to LLM systems.
Jun 16, 2026 1 source