Argumentos gerados por IA mudaram mentes sobre questões controversas, de acordo com estudo
De repente, o mundo está cheio de conversas sobre chatbots. Agentes artificialmente inteligentes, como o ChatGPT, mostraram-se notavelmente hábeis em conversar de maneira muito humana. As implicações vão da sala de aula ao Capitólio.
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)
Figura 1: Exemplos de IA e argumentos persuasivos gerados por humanos. Crédito: Universidade de Stanford
De repente, o mundo está cheio de conversas sobre chatbots. Agentes artificialmente inteligentes, como o ChatGPT, mostraram-se notavelmente hábeis em conversar de maneira muito humana. As implicações vão da sala de aula ao Capitólio. O ChatGPT, por exemplo, passou recentemente em exames escritos nas principais faculdades de administração e direito, entre outros feitos inspiradores e alarmantes.
Pesquisadores do Laboratório de Polarização e Mudança Social da Universidade de Stanford e do Instituto de Inteligência Artificial Centrada no Homem (HAI) queriam sondar os limites da capacidade de persuasão política da IA, testando sua capacidade de influenciar humanos reais em algumas das questões sociais mais quentes do dia - um proibição de armas de assalto, imposto sobre o carbono e licença parental remunerada, entre outros.
"A IA se saiu muito bem. De fato, os apelos persuasivos gerados pela IA foram tão eficazes quanto os escritos por humanos em persuadir o público humano sobre várias questões políticas", disse Hui "Max" Bai, pesquisador de pós-doutorado no Laboratório de Polarização e Mudança Social e primeiro autor em um novo artigo sobre o experimento em pré-impressão.
Comparação inteligente
A equipe de pesquisa, liderada por Robb Willer, professor de sociologia, psicologia e comportamento organizacional na Stanford School of Humanities and Sciences e diretor do Polarization and Social Change Lab, usou o GPT-3, o mesmo grande modelo de linguagem que alimenta o ChatGPT. . Eles pediram ao seu modelo para criar mensagens persuasivas sobre vários tópicos controversos.
Eles então fizeram com que milhares de seres humanos reais lessem esses textos persuasivos. Os leitores receberam textos atribuídos aleatoriamente – às vezes, eles foram escritos por IA, outras vezes, criados por humanos. Em todos os casos, os participantes foram solicitados a se posicionar sobre as questões antes e depois da leitura. A equipe de pesquisa foi então capaz de avaliar o quão persuasivas as mensagens foram para os leitores e avaliar quais autores foram mais persuasivos e por quê.
Em todas as três comparações realizadas, as mensagens geradas pela IA foram "consistentemente persuasivas para os leitores humanos". Embora os tamanhos de efeito fossem relativamente pequenos, caindo dentro de um intervalo de alguns pontos em uma escala de zero a 100, esses pequenos movimentos extrapolados em um tópico polarizador e uma escala de população votante podem ser significativos.
Por exemplo, os autores relatam que as mensagens geradas por IA eram pelo menos tão persuasivas quanto as mensagens geradas por humanos em todos os tópicos e sobre proibição de fumar, controle de armas, imposto sobre carbono, aumento do crédito fiscal para crianças e um programa de licença parental, os participantes tornou-se "significativamente mais favorável" às políticas ao ler textos produzidos por IA.
Como métrica adicional, a equipe pediu aos participantes que descrevessem as qualidades dos textos que leram. A IA foi consistentemente classificada como mais factual e lógica, menos raivosa e menos dependente da narrativa como técnica persuasiva.
jogo de alto risco
Os pesquisadores empreenderam seu estudo da persuasão política não como um trampolim para uma nova era de discurso político infundido por IA, mas como um alerta sobre o potencial de as coisas darem errado. Os chatbots, dizem eles, têm sérias implicações para a democracia e para a segurança nacional.
Os autores se preocupam com o potencial de dano se usado em um contexto político. Grandes modelos de linguagem, como o GPT-3, podem ser aplicados por atores nacionais e estrangeiros mal-intencionados por meio de campanhas de desinformação ou para criar conteúdo problemático com base em informações imprecisas ou enganosas para fins políticos ainda imprevistos.
“Claramente, a IA atingiu um nível de sofisticação que levanta algumas questões de alto risco para políticos e legisladores que exigem sua atenção”, disse Willer. “A IA tem o potencial de influenciar o discurso político e devemos enfrentar essas questões desde o início”.
A IA persuasiva, observou Bai, poderia ser usada para campanhas em massa com base em informações suspeitas e usadas para fazer lobby, gerar comentários online, escrever mensagens de texto ponto a ponto ou até mesmo produzir cartas para editores de mídia impressa influente.
“Essas descobertas preocupantes exigem a consideração imediata dos regulamentos do uso de IA para atividades políticas”, disse Bai.
Mais informações: A inteligência artificial pode persuadir os humanos em questões políticas