If you say 'you've got to laugh' or 'you have to laugh', you are trying to see the amusing side of a difficult or disappointing situation rather than being sad or angry about it. [informal]
The bikers have shown enough contempt of the law to ride their machines over police cars. 'You've got to laugh at their audacity,' said Mr Starkey.