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230 | Raphaël Millière on How Artificial Intelligence Thinks

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

CHAPTER

Unpacking the Complexity of Neural Networks in AI

This chapter explores the mechanics of large language models like GPT-3, emphasizing the significance of the numerous parameters and their roles in learning. It contrasts early neural network architectures with contemporary models, illustrating how these systems evolve from random initializations to refined predictive capabilities.

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