As a result of it payments itself as a accountable AI firm, Alltold constructed its platform with consultants and advocacy teams. It collaborated with LGBTQ+ advocacy group GLAAD to develop its gender expression scale, which spans female, masculine and gender nonconforming identities.
In some instances, individual detection algorithms can miss individuals or discover it inconceivable to make an annotation, so these have been excluded from Alltold’s evaluation.