Lean Software Scaling Laws
software developmentlarge language modelsperplexityscaling lawspredictabilityprogramming languagessoftware securitysafety
Author: gmays
Date: 7/5/2026
Article Summary:
The article proposes a research study to measure the scaling of coding Large Language Model (LLM) perplexity over codebase size to estimate the scaling laws of 'predictability' by programming language or other factors, with the goal of improving software security and safety.