How can I fix wood that has been damaged by leaving wood conditioner on for too long?

To fix wood damaged by leaving wood conditioner on for too long, you can try sanding down the affected area to remove the excess conditioner and then reapply a fresh coat of wood conditioner according to the manufacturer's instructions. If the damage is extensive, you may need to consider refinishing or replacing the wood.