Is it unchangeable?
A single quote doesn't tell us much.
No one is alleging OpenAI committed tax fraud.
He likely could bring some issue before the Delaware court as was done to him recently.
Such mission statements are generally modifiable as long as the new purpose is still charitable. It depends on the bylaws though.
Note: I am just spitballing. I cannot speak definitely about the law or what the GP was saying.