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The Art of Artificial: Synthetic Data and the Shaping of AI with Fabian Schonholz

Crazy Wisdom

CHAPTER

Synthetic Data, LLMs, and Behavioral Analysis

Exploring the challenges of synthetic data in modeling broad versus nuanced behaviors, this chapter discusses its impact on training AI models like LLMs and other machine learning algorithms. Use cases in marketing, such as churn prediction and chatbot interactions, highlight the importance of understanding behaviors for effective model training. The evolution of natural language processing technologies, focusing on attention transformers and contextual understanding in behavior analysis, is also examined.

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