Comparing dual of a canonical primal program - Directly and by dual of the standard program
Since $Ax\ge b$, you should make $Ax$ smaller to get equality. Slack variables are also non-negative, so the coefficients should be $-1$. It's $[A|-I]$ instead of $[A|I]$.