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Explore the challenges and trends in Generative AI production in this insightful podcast episode featuring Verena Weber, a Generative AI Consultant. Delve into key topics such as model size, context window breakthroughs, the shift from unimodality to multimodality, and the impact of EU AI Act regulations. Learn how Gemini 1.0 and 1.5 exemplify these trends. Gain valuable insights from Weber's diverse experience in data science, NLP, and deep learning, including her time at Amazon's Alexa team. Discover practical applications of GenAI in business, strategies for improving AI systems like Alexa, and the importance of data quality in AI development. The discussion also touches on promoting diversity in tech and creating inclusive environments for underrepresented individuals in the field.
GenAI in Production - Challenges and Trends - Lecture 224