What it sounds like
- They defended the idea poorly, so the idea itself is wrong.
- "They used bad statistics to argue for the policy, so the policy must be wrong." The statistics are guilty; the policy still needs its own trial.
- A polished version: "Surely we can all agree..." followed by the exact thing that has not been proven. Smooth little confidence costume.