12min chapter

Machine Learning Street Talk (MLST) cover image

OpenAI GPT-3: Language Models are Few-Shot Learners

Machine Learning Street Talk (MLST)

CHAPTER

Understanding GPT-3: Cognitive Processes and Reasoning

This chapter explores the nature of GPT-3 by comparing its functioning to human cognitive processes, particularly system one and system two. The discussion highlights the model’s automatic responses versus conscious reasoning and delves into its capabilities when faced with unexpected or out-of-distribution inputs. By analyzing the complexities of neural networks and their connection to human reasoning, the speakers raise essential questions about the future of AI and language modeling.

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