This session blends film, dialogue, and live demonstration to explore who shapes AI and on whose terms. Featuring a screening of 'Humans in the Loop', a moderated panel aligned with the India AI Impact Summit's chakra framework, and a demo of a Gender Bias Benchmarking tool, the session centers women's inclusion, data workers' visibility, local context, and dignified digital work as pillars of responsible AI.