The article reviews key advancements in large language models (LLMs) throughout 2025, highlighting the emergence of Reinforcement Learning from Verifiable Rewards (RLVR) and the concept of "vibe coding." It also discusses the evolving nature of LLM applications and the importance of local computing environments for AI agents.