'fairness' originates from Old English, specifically the word 'fægernes,' where 'fæger' meant 'beautiful' or 'pleasant.'

'fægernes' transformed into the Middle English word 'fairnesse,' and eventually became the modern English word 'fairness.'

Initially, it meant 'beauty or pleasantness,' but over time it evolved into its current meaning of 'equity or impartiality.'