Appeal Is an Adoption Feature

Hypothesis: public AI services with visible correction and human-appeal rights will sustain higher voluntary use and trust than equally accurate systems without them. Run matched pilots for a year across completion, repeat use, successful correction, and trust. No material difference means the institutional-design thesis fails.