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Cohere co-founder Nick Frosst on building LLM apps for business

Machine Learning Street Talk (MLST)

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Advancements in Language Models

This chapter explores key developments in language models, focusing on retrieval augmented generation (RAG) as a notable advancement to combat hallucinations and improve accuracy. It discusses the challenges developers face in applying these models, the necessity of reliable interfaces, and the role of external tools to enhance generative capabilities. The conversation highlights the philosophical implications of agency in AI and contrasts traditional intelligence definitions with more dynamic concepts relevant to language models.

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