If AI is going to change the world, it needs to change it for everyone, not just the "average". The conversation is moving from "passive" ethics to "active" help.
AI should not just avoid being "bad"; it should be a tool that deliberately breaks down barriers for people on the margins. Examples could include helping someone navigate complex legal jargon, providing 24/7 mental health support or making education more accessible for neurodivergent students.
By framing LLMs as a modern social safety net, we outline a clear trajectory for future research, advocating for an “ethical-by-design” development paradigm that explicitly prioritizes equity, accessibility, and the active dismantling of historical barriers for the digitally and socially disenfranchised. View this paper