The history of mankind is replete with tales of injustice which have occurred in various forms. While the state battles against other forms of injustice, a particular type − the injustice perpetrated by the mighty − has not received the kind of attention that is commensurate with the harm it produces. The subjugation of the weak by the strong, powerful and influential persons, corporate organizations, and nations is atrocious, despicable, morally shocking. As horrendous as the injustice by the mighty is, the perpetrators are rarely apprehended or held accountable. It is so because of their possession of enormous power, finance, and influence with which they control the state, manoeuvre their ways and shield themselves from the punishment they deserve. In effect they are rarely and inadequately punished for the wrong things they do. This paper is an attempt to find a way of curbing the injustice by the mighty and its accompanying menaces. Hence, we posit the Golden Rule Principle as a veritable panacea. Using the qualitative research model the paper critically examines the subject matter and argues for the Golden Rule to be universalized. The Golden Rule − treat others as you would want them to treat you − requires the mighty to test the plausibility or implausibility of their actions by putting themselves in the position of those they oppress, subjugate and despise. The human person, possessing conscience and integrity, will curtail his doing of harm to others if he detests being harmed.