{"id":9572,"date":"2024-01-29T07:50:41","date_gmt":"2024-01-29T07:50:41","guid":{"rendered":"https:\/\/dailyai.com\/?p=9572"},"modified":"2024-01-29T08:00:11","modified_gmt":"2024-01-29T08:00:11","slug":"researchers-make-gpt-4-better-at-brainstorming-new-ideas","status":"publish","type":"post","link":"https:\/\/dailyai.com\/pt\/2024\/01\/researchers-make-gpt-4-better-at-brainstorming-new-ideas\/","title":{"rendered":"Os investigadores melhoram a capacidade da GPT-4 para ter novas ideias"},"content":{"rendered":"<p><strong>Se estiver a fazer um brainstorming de novas ideias, os modelos de IA, como o GPT-4, podem frequentemente apresentar algumas ideias excelentes para adicionar \u00e0 sua lista. O problema \u00e9 que a longa lista de ideias que gera cont\u00e9m frequentemente ideias muito semelhantes, em vez do pensamento inovador que procura.<\/strong><\/p>\n<p>Os investigadores da Wharton School, da Universidade da Pensilv\u00e2nia, queriam ver se havia uma forma de fazer com que um modelo de IA como o GPT-4 fornecesse ideias mais diversificadas, ou novas, durante o processo de gera\u00e7\u00e3o de ideias.<\/p>\n<p>Os autores do estudo, Lennart Meincke, Ethan Mollick e Christian Terwiesch, partiram da hip\u00f3tese de que a GPT-4 tinha potencial para ser mais criativa e que um est\u00edmulo inteligente poderia desbloquear essa criatividade.<\/p>\n<h2>A experi\u00eancia<\/h2>\n<p>A equipa concebeu um exerc\u00edcio em que o objetivo era apresentar ideias para um novo produto de consumo destinado a estudantes universit\u00e1rios que custasse $50 ou menos.<\/p>\n<p>Utilizaram diferentes estrat\u00e9gias de est\u00edmulo para ver quais as ideias que a GPT-4 conseguia apresentar e mediram a sua diversidade. Em seguida, compararam a diversidade das ideias geradas pela IA com as ideias apresentadas por equipas de estudantes de MBA.<\/p>\n<p>As estrat\u00e9gias de est\u00edmulo que utilizaram foram as seguintes<\/p>\n<ul>\n<li>Solicita\u00e7\u00e3o m\u00ednima<\/li>\n<li>Solicitar ao GPT-4 que assuma diferentes personas<\/li>\n<li>Partilhar ideias de pensamento criativo da literatura existente com o GPT-4<\/li>\n<li>Utilizar o est\u00edmulo da Cadeia de Pensamento (CoT) e dar instru\u00e7\u00f5es ao LLM para trabalhar em v\u00e1rias etapas distintas<\/li>\n<\/ul>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">O nosso novo artigo: sabemos que o GPT-4 gera melhores ideias do que a maioria das pessoas, mas as ideias s\u00e3o semelhantes e a varia\u00e7\u00e3o \u00e9 importante<\/p>\n<p>Mas acontece que um melhor est\u00edmulo pode gerar conjuntos de boas ideias que s\u00e3o quase t\u00e3o diversos como os de um grupo de humanos <a href=\"https:\/\/t.co\/LkGsU0VC7S\">https:\/\/t.co\/LkGsU0VC7S<\/a> <a href=\"https:\/\/t.co\/5BDx8A3E8Z\">pic.twitter.com\/5BDx8A3E8Z<\/a><\/p>\n<p>- Ethan Mollick (@emollick) <a href=\"https:\/\/twitter.com\/emollick\/status\/1751353615334146460?ref_src=twsrc%5Etfw\">27 de janeiro de 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2>Resultados<\/h2>\n<p>A diversidade das ideias foi medida utilizando a m\u00e9trica de similaridade Cosine. Esta m\u00e9trica \u00e9 habitualmente utilizada na an\u00e1lise de textos para medir a semelhan\u00e7a entre os itens das listas em termos das suas ideias. Uma medida de 1 significa que as ideias s\u00e3o muito semelhantes, com a diversidade das ideias comparadas a aumentar \u00e0 medida que o valor tende para zero.<\/p>\n<p>O artigo refere que \"os grupos de ideias gerados pelo GPT-4 sem qualquer est\u00edmulo especial s\u00e3o menos diversificados do que as ideias geradas por grupos de seres humanos\". Os grupos de seres humanos tinham uma semelhan\u00e7a de cosseno de 0,243 em compara\u00e7\u00e3o com um intervalo de 0,255 a 0,432 para as ideias geradas pelo GPT-4, dependendo do est\u00edmulo.<\/p>\n<p>Eis um exemplo de compara\u00e7\u00e3o de ideias.<\/p>\n<figure id=\"attachment_9574\" aria-describedby=\"caption-attachment-9574\" style=\"width: 1410px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9574 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas.png\" alt=\"\" width=\"1410\" height=\"712\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas.png 1410w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-300x151.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-1024x517.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-768x388.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-370x187.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-800x404.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-740x374.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-20x10.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Diversity-of-ideas-95x48.png 95w\" sizes=\"auto, (max-width: 1410px) 100vw, 1410px\" \/><figcaption id=\"caption-attachment-9574\" class=\"wp-caption-text\">Exemplo de semelhan\u00e7a de cosseno que mostra a semelhan\u00e7a de pares entre as ideias A e B. Fonte <a href=\"https:\/\/papers.ssrn.com\/sol3\/Delivery.cfm\/SSRN_ID4708466_code6054567.pdf?abstractid=4708466&amp;mirid=1\" target=\"_blank\" rel=\"noopener\">SSRN<\/a><\/figcaption><\/figure>\n<p>Isto confirma que, embora o GPT-4 apresente algumas ideias muito boas, muitas delas acabam por ser varia\u00e7\u00f5es da mesma ideia. Uma vit\u00f3ria para a Equipa Humana. O n\u00famero de boas ideias e a rapidez com que o conjunto de ideias foi esgotado tamb\u00e9m foram medidos.<\/p>\n<p>Os investigadores descobriram que a utiliza\u00e7\u00e3o de instru\u00e7\u00f5es mais longas resultou numa maior diversidade nas ideias apresentadas pelo GPT-4. A melhor estrat\u00e9gia foi a utiliza\u00e7\u00e3o de CoT, que ficou muito perto dos humanos, com uma semelhan\u00e7a de Cosine de 0,255.<\/p>\n<p>Pedir ao GPT-4 para assumir personas teve resultados mistos com pouca previsibilidade. Pedir ao GPT-4 para atuar como \"Steve Jobs\" (0,368) produziu ideias mais diversificadas do que uma varia\u00e7\u00e3o utilizando \"Elon Musk\" (0,385). Pedir ao LLM para atuar como um \"empres\u00e1rio criativo\" produziu uma semelhan\u00e7a cosseno de 0,348.<\/p>\n<p>Curiosamente, quando se compararam as listas de ideias dos diferentes convites, houve pouca sobreposi\u00e7\u00e3o entre elas.<\/p>\n<p>Num tweet, Ethan Mollick disse: \"Devo mencionar que n\u00e3o penso que tenhamos descoberto (ou sequer tentado descobrir) algum tipo de t\u00e9cnica de est\u00edmulo espantosa. Estamos a argumentar que os principais limites assumidos da idea\u00e7\u00e3o da IA - gera menos ideias diversas do que um grupo de pessoas e tem menos ideias em geral - n\u00e3o precisam de ser verdadeiros.\"<\/p>\n<p>Assim, se quiser utilizar o GPT-4 para ajudar na sua pr\u00f3xima sess\u00e3o de brainstorming, h\u00e1 algumas coisas que pode fazer para o tornar mais criativo. Utilize sugest\u00f5es mais longas, inclua algumas instru\u00e7\u00f5es de CoT, pe\u00e7a-lhe para assumir algumas personas e, em seguida, combine todas as ideias das diferentes sugest\u00f5es numa \u00fanica lista.<\/p>\n<p>Ou, para obter resultados ainda melhores, pode contratar um grupo de estudantes de MBA.<\/p>","protected":false},"excerpt":{"rendered":"<p>Se estiver a fazer um brainstorming de novas ideias, os modelos de IA, como o GPT-4, podem frequentemente apresentar algumas ideias excelentes para adicionar \u00e0 sua lista. O problema \u00e9 que a longa lista de ideias que gera cont\u00e9m frequentemente ideias muito semelhantes, em vez do pensamento inovador que procura. Os investigadores da Wharton School, da Universidade da Pensilv\u00e2nia, queriam ver se havia uma forma de fazer com que um modelo de IA como o GPT-4 apresentasse ideias mais diversificadas, ou novas, durante o processo de gera\u00e7\u00e3o de ideias. Os autores do artigo, Lennart Meincke, Ethan Mollick e Christian Terwiesch, partiram da hip\u00f3tese de que o GPT-4 tinha a<\/p>","protected":false},"author":6,"featured_media":9575,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[118,528],"class_list":["post-9572","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-llms","tag-prompt-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Researchers make GPT-4 better at brainstorming new ideas | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/pt\/2024\/01\/researchers-make-gpt-4-better-at-brainstorming-new-ideas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Researchers make GPT-4 better at brainstorming new ideas | DailyAI\" \/>\n<meta property=\"og:description\" content=\"If you\u2019re brainstorming new ideas, then AI models like GPT-4 can often come up with some great ideas to add to your list. 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