What are the biological mechanisms driving Long COVID?
No material change. The Wikipedia article reiterates the same set of hypothesized mechanisms (viral persistence, autoimmunity, blood clotting problems, neurological dysfunction, reactivated latent viruses) without providing new evidence or elevating any single explanation. It explicitly states that the causes of long COVID are not understood.