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Advancements in AI: Transforming Language Models
This chapter explores key advancements in artificial intelligence, focusing on the Agent Q initiative aimed at enhancing large language models (LLMs) to act as autonomous agents. It discusses the integration of memory, online learning, and state-space models (SSMs) to improve AI decision-making and tackle issues such as plasticity loss and catastrophic forgetting. The conversation emphasizes the potential of sophisticated architectures for achieving better performance through innovative techniques and real-world applications.