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Machine Intelligence and the End of History - Jeffrey Ladish, Palisades Research - DS Pod #301

The DemystifySci Podcast

CHAPTER

The Evolution and Limitations of AI Language Models

This chapter examines the training processes behind AI language models, emphasizing the importance of human feedback and the role of diverse training data in shaping AI capabilities. It contrasts traditional reinforcement learning methods with newer approaches that utilize extensive textual data, while also addressing the limitations of AI in terms of creativity and reasoning. The discussion culminates in the introduction of O1, a language model that has improved problem-solving skills through reinforcement learning, illustrating the ongoing developments in AI technology.

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