This paper explores the evolution and shifting perception of feminism from a movement rooted in the pursuit of gender equality to its complex and sometimes controversial interpretation in the society. It traces feminism’s journey from the first wave’s focus on suffrage to later movements addressing broader issues like bodily autonomy, workplace discrimination, and gender norms. While highlighting feminism’s vital role in advocating for women’s rights, the paper critically examines how some practices, under the banner of feminism, have sparked debates over fairness, misuse of legal provisions, and emerging concerns around misandry. Through examples from Indian society and global feminist trends, the discussion raises important questions about gender-neutral laws, the misuse of feminist ideals, and the need to balance advocacy with accountability. Ultimately, the paper calls for a reevaluation of feminism’s implementation to ensure it remains a tool for equality rather than division.