Designing fair AI systems is a delicate balancing act between precision and principles. This article delves into Lagrangian Fairness, a powerful framework that integrates ethical constraints directly into model optimization. Discover how this approach transforms bias into balance and trade-offs into transparency. A Data Scientist Course or Data Scientist Course in Nagpur provides the ... https://excelrposts-bijcw.wordpress.com/2025/10/17/balancing-the-scales-optimization-under-ethical-constraints-with-lagrangian-fairness/