AI self-improvement Unmasking the Limits of AI Self-Improvement: Why Foundational Models Need More Than Self-Generated Data Explore the critical limitations of AI self-improvement, including model collapse and data degradation. Learn why hybrid neurosymbolic approaches are vital for true AI progress beyond current LLM capabilities for enterprises.