TY - JOUR AU - Barth, Carlos Henrique PY - 2021/01/31 Y2 - 2024/03/28 TI - É Possível Evitar Vieses Algorítmicos? JF - Revista de Filosofia Moderna e Contemporânea JA - R. Fil. Mod. Contemp. VL - 8 IS - 3 SE - Dossiê DO - 10.26512/rfmc.v8i3.34363 UR - https://periodicos.unb.br/index.php/fmc/article/view/34363 SP - 39-68 AB - <p style="text-indent: 0cm; margin-top: 0.53cm; margin-bottom: 0.53cm; line-height: 100%; page-break-inside: avoid; page-break-after: avoid;"><span style="font-family: Cambria, serif;"><span style="font-size: small;"><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">Técnicas</span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> de inteligência artificial (IA) são utilizad</span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">a</span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">s para </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">model</span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">ar</span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> as atividades humanas e gerar predições comportamentais. </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">Estes</span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> sistemas</span></span></span> <span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">têm apresentado vieses diversos, inclusive de raça e gênero, tipicamente </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">tomados como </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">problemas de </span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">engenharia. </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">R</span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">ealiza-se </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">aqui </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">um esforço argumentativo para mostrar que: 1) escapar dos vieses demanda um sistema que compreenda a estrutura das atividades humanas e; 2) criar um sistema que apresente tal compreensão, demanda </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">a </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">solução de problemas </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">fundacionais da IA</span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">, em particular, o problema de como modelar o senso comum. </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">No caso de plataformas </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">informacionais q</span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">ue usam desses modelos para mediar </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">interações</span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> com seus usuários, </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">algo cada vez mais comum, </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">o </span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">não reconhecimento disso </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">dá margem a </span></span></span><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">uma ilusão de progresso, em que uma crescente influência sobre nosso comportamento é tomada como uma crescente acurácia preditiva. </span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">Nesse cenário, argumenta-se</span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> que </span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">o problema dos vieses está associad</span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">o</span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;"> a questões </span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">não técnicas que devem ser discutidas </span></span></span><span style="color: #00000a;"><span style="font-family: Times New Roman, serif;"><span style="font-size: medium;">em espaços públicos.</span></span></span></span></span></p> ER -