The landscape of artificial intelligence has undergone a phase of rapid progression. Driven by developments in hardware, AI models are achieving new levels of sophistication. Within of this transformation is Supervised Descent, a technique with the capacity to reshape the future of AI in profound ways. Reinforcement Learning empowers AI agents to