583: The State of Natural Language Processing
Super Data Science: ML & AI Podcast with Jon Krohn
00:00
Systems 1 and 2 in Conversations and AI Models
The chapter explores the characteristics of System 1 and System 2 in conversations, emphasizing the need for AI systems to mimic the effortless nature of System 1. It delves into the trade-off between model speed and accuracy in NLP, highlighting the importance of smaller, faster models for real-time usage. The conversation also touches on the evolution of NLP models, advancements in pre-trained models, and challenges related to memory consumption and knowledge retention.
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Transcript
