AI fairness isn’t a constraint — it’s a design philosophy. This blog explores how Lagrangian Fairness transforms optimization into a balanced negotiation between accuracy and ethics. Through relatable metaphors and practical insights, it reveals how fairness becomes an active part of algorithmic learning. Students pursuing a Data Scientist Course or Data Scientist Course in Nagpur can... https://excelrposts-bijcw.wordpress.com/2025/10/17/balancing-the-scales-optimization-under-ethical-constraints-with-lagrangian-fairness/