Abstract Interferon (IFN)–specific autoantibodies have been implicated in severe coronavirus disease 2019 (COVID-19) and have been proposed as a potential driver of the persistent symptoms characterizing “long COVID,” a type of postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. We report that only 2 of 215 participants with convalescent SARS-CoV-2 infection tested over 394 time points, including 121 people experiencing long COVID symptoms, had detectable IFN-α2 antibodies. Both had been hospitalized during the acute phase of the infection. These data suggest that persistent anti-IFN antibodies, although a potential driver of severe COVID-19, are unlikely to contribute to long COVID symptoms in the postacute phase of the infection. Within a cohort of individuals with well-characterized post–coronavirus disease 2019 (COVID-19) conditions, or “long COVID,” the authors identified only 2 with anti–interferon α2 autoantibodies, suggesting that these antibodies are unlikely to contribute to most cases of long COVID.