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230 | Raphaël Millière on How Artificial Intelligence Thinks

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

CHAPTER

The Complexity of AI Language Models

This chapter explores the advancements in deep learning and language models like GPT-3 and ChatGPT, focusing on their mechanism of next token prediction. It emphasizes the importance of analyzing the limitations of AI, avoiding anthropomorphism, and understanding the nuances of intelligence in the context of artificial versus human cognition. Furthermore, it discusses the implications of inductive biases and the evolution of learning processes, comparing connectionist models with traditional views on knowledge acquisition.

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