Two Hands catches typing errors in handwritten forms: Gemma on AMD reads every number, the form's own sums decide, a person checks only what fails. 1,270 real Mexican tally sheets: 49 errors confirmed; 91.6% field match vs 62.84% for a state's Google AI.