It is very likely that we know the mechanism and treatment for autism. It is possible that adults may not benefit as much from treatment as children, but more clinical trials are needed. Because the treatment involves a well known 100-year-old drug that big pharma can’t monopolize, they haven’t exactly jumped at the chance to accelerate more trials. Those that have been done so far have been nothing short of miraculous.
I recommend the following reading and studies.