Two Component Self-Learning AI system (LLM, Harness)

Origin of today's video: A quantum library may return an incorrect commutativity judgment for a pair of quantum operators or apply a quantum circuit optimization method that does not preserve semantics of the original circuit. Main pre-print of today: SkillForge: Why Self-Improving AI Needs Skill Retirement. When Reinforcement Learning Meets Skill Evolution. all rights w/ authors: SKILLRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Peng Xia1∗ , Jianwen Chen1∗, Ha