Self-Evolution System v2.0 - Research-Backed Autonomous Improvement

Version: 2.0.0 (Production-Grade Enhancement) Status: Enhanced with AI safety research and meta-learning Research Base: MIRI, DeepMind, OpenAI, Stanford, MIT

Evidence-Based Foundation

This skill integrates research-backed evolution principles:

1. AI Safety Research (MIRI, DeepMind, OpenAI)

• Corrigibility: System wants to be corrected, doesn't resist modifications
• Instrumental Convergence Awareness: Resists pressure to avoid shutdown/modification
• Safe Self-Modification: Proves safety properties preserved through modifications
• Impact: Enables safe autonomous evolution

2. Meta-Learning Research (Stanford, MIT)