The ability of a machine to reason—not merely regurgitate information but to engage in structured, logical, multi-step problem-solving—is swiftly emerging as a key trait of the most advanced large language models (LLM). We are transitioning from models that simply mimic patterns to those that can genuinely think, deconstructing complex challenges into a series of interpretableContinue reading "Beyond Imitation: How Reinforcement Learning is Reshaping AI Reasoning"| Gradient Flow