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Why enterprise AI lives or dies on applied research | Contextual AI’s Elizabeth Lingg

Dev Interrupted

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From Academia to Industry: Navigating AI Applications

This chapter explores the transition from academic theories of AI and machine learning to their practical applications in industry. The speaker shares experiences in both startups and large corporations, highlighting the importance of collaboration and the evolving skill sets in AI roles. Additionally, it discusses the complexities of measuring success and customer satisfaction in AI-driven products, emphasizing the need for diverse metrics and grounded evaluations.

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