They asked about 350 mothers to think back and recall if they drank diet soda daily during pregnancy. Of their children, 235 have since been diagnosed with autism and 121 were in a control group. From their data, the kids with autism were about 3x more likely to have moms who remembered consuming daily sodas during pregnancy.
The best you can say is they have a hypothesis (inkling?), and much more research is needed.