Building a Self-Evolving AI: Tian AI's Code Modification Engine Most AI systems are static β they were trained once and never change. Tian AI is different. It has a self-evolution engine that analyzes its own code, identifies improvements, and patches itself. The Vision An AI that improves itself is the holy grail of AI research. Tian AI's self_modify.py implements a practical version of this: the system modifiest its own Python source code based on operational experience. Architecture System Logs β Performance Analyzer β Improvement Candidates β AST Parser β Validates Code Structure β Patch Generator β Creates Diff β Backup Engine β Saves Original β Apply Patch β Update System β Version Bump (M1 β M1-E1 β M1-E2...) Enter fullscreen mode Exit fullscreen mode Key Features XP + Leveling System class EvolutionSystem : xp_per_operation = 10 level_thresholds = { 1 : 100 , 2 : 300 , 3 : 700 , 4 : 1500 , 5 : 3000 } Enter fullscreen mode Exit fullscreen mode Every interaction earns XP.β¦