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The Role Of Synthetic Data In Building Better AI Applications

AI Engineering Podcast

CHAPTER

The Evolution of Synthetic Data in AI

This chapter examines the transformative role of synthetic data in artificial intelligence and machine learning, tracing its evolution from traditional methods to advanced techniques post-large language models. It highlights the importance of synthetic data in addressing privacy and regulatory challenges while enhancing model training, particularly in specialized domains like healthcare and finance. The discussion underscores the need for tailored data generation processes and continuous integration within AI development workflows to optimize efficacy and accuracy.

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