Wall Street hesitates on synthetic data as AI push gathers steam - WatersTechnology.com

Wall Street hesitates on synthetic data as AI push gathers steam - WatersTechnology.com

Deutsche Bank reduced its reliance on synthetic data after initial enthusiasm waned, highlighting the gap between theoretical potential and practical utility in AI development. This shift underscores the challenges of validating synthetic datasets for complex tasks like large language model training, revealing limitations in current generation technologies. The experience illustrates the necessity for rigorous quality standards and real-world efficacy tests before open data initiatives can reliably support advanced machine learning applications.

Source: waterstechnology.com
Published on 2025-09-11