Reviews and defines AI Self-Evolution-capability and Long Term Memory (LTM). Identifies benefits in Personalized Models. Identifies limitations in prompt-based memory mechanisms.Improving Parallel Program Performance Through DSL-Driven Code Generation with LLM OptimizersDesigns Domain Specific Language (DSL)...