Advanced Large Language Model
Advanced large language models (LLMs) are sophisticated AI systems designed to understand and generate human-like text, with current research focusing on improving their accuracy, efficiency, and safety. Key areas of investigation include enhancing model performance through techniques like learning from errors and fine-tuning with specialized datasets (e.g., for medical applications or content moderation), as well as mitigating risks such as bias and malicious use. These advancements have significant implications for various fields, from improving healthcare and scientific research through tool augmentation to addressing challenges in cybersecurity and ethical AI development.
Papers
October 17, 2023
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March 9, 2023