He Is A Doctor, She A Nurse: How Language Carries Gender Bias Into Algorithms, Perpetuates Status Quo In a society that is heavily becoming dependent on big data, artificial intelligence and machine learning systems, it is crucial to ensure that this data comes free of any cultural or human bias. Unfortunately, this is hardly ever the case. BY Muskan Soni 7 May 2022