Behind every AI decision lies a balance between precision and principle. Using Lagrangian Fairness, machine learning models can learn to optimize outcomes while maintaining ethical integrity. This blog explains how fairness constraints act as multipliers for accountability, guiding AI toward equitable predictions. A Data Scientist Course or Data Scientist Course in Nagpur equips learn... https://excelrposts-bijcw.wordpress.com/2025/10/17/balancing-the-scales-optimization-under-ethical-constraints-with-lagrangian-fairness/