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Tian AI Self-Evolution: Code Modification Engine
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Tian AI Self-Evolution: Code Modification Engine

DEV CommunityΒ·Jeffrey.FeillpΒ·about 1 month ago
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#ai#python#opensource#software#code#system
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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 ↓ AST Parser β†’ Validates Code Structure ↓ Patch Generator β†’ Creates Diff ↓ Backup Engine β†’ Saves Original ↓ Apply Patch β†’ Update System ↓ 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.…

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