{"id":8900,"date":"2024-01-05T10:10:26","date_gmt":"2024-01-05T10:10:26","guid":{"rendered":"https:\/\/dailyai.com\/?p=8900"},"modified":"2024-01-05T10:10:26","modified_gmt":"2024-01-05T10:10:26","slug":"we-judge-white-ai-faces-as-real-more-often-than-human-faces","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2024\/01\/we-judge-white-ai-faces-as-real-more-often-than-human-faces\/","title":{"rendered":"Juzgamos como reales las caras blancas de la IA con m\u00e1s frecuencia que las caras humanas"},"content":{"rendered":"

Los investigadores han descubierto que, en general, a las personas se les da mal identificar qu\u00e9 caras son reales y cu\u00e1les est\u00e1n generadas por IA. Los rostros hiperrealistas de la IA se consideran m\u00e1s reales que los rostros humanos.<\/strong><\/p>\n

El estudio<\/a>dirigido por la Universidad Nacional de Australia, incluy\u00f3 experimentos para ver si las personas pod\u00edan diferenciar entre rostros humanos y generados por IA y qu\u00e9 rasgos conduc\u00edan a las elecciones que hac\u00edan las personas.<\/p>\n

Estudios anteriores demostraron que los participantes pod\u00edan detectar un rostro de IA no blanco en aproximadamente el 50% de las veces. En este estudio m\u00e1s reciente, se mostr\u00f3 a un grupo de 124 adultos una mezcla de 100 rostros de IA y 100 rostros blancos reales y se les pidi\u00f3 que identificaran si eran reales o no.<\/p>\n

En Rostros generados por IA<\/a> fueron identificados err\u00f3neamente como humanos el 65,9% de las veces, mientras que los rostros humanos s\u00f3lo fueron juzgados como humanos el 51,1% de las veces.<\/p>\n

En palabras de la Dra. Eva Krumhuber, coautora del estudio: \"La inteligencia artificial ha alcanzado un nivel de realismo asombroso, y aqu\u00ed descubrimos que a veces puede parecer incluso m\u00e1s real que la realidad -hiperrealismo-, de modo que es muy f\u00e1cil enga\u00f1arnos haci\u00e9ndonos creer que un rostro generado por la IA es real.\"<\/p>\n

Tambi\u00e9n se pregunt\u00f3 a los participantes hasta qu\u00e9 punto estaban seguros de su evaluaci\u00f3n. En un ejemplo cl\u00e1sico del efecto Dunning-Kruger, los participantes que comet\u00edan m\u00e1s errores eran los m\u00e1s seguros de estar emitiendo juicios correctos.<\/p>\n

Elizabeth Miller, coautora del estudio y candidata al doctorado en la Universidad Nacional de Australia, afirma: \"Resulta preocupante que las personas que m\u00e1s pensaban que las caras de la IA eran reales fueran, parad\u00f3jicamente, las m\u00e1s seguras de que sus juicios eran correctos.\"<\/p>\n

\u00bfC\u00f3mo te habr\u00eda ido en la prueba? \u00bfCu\u00e1les son reales y cu\u00e1les generados por la IA? M\u00e1s abajo te contamos c\u00f3mo te ha ido.<\/p>\n

\"\"
Rostros clasificados con mayor frecuencia como humanos o de IA. Fuente: Sage Journals<\/figcaption><\/figure>\n

Los investigadores llegaron a la conclusi\u00f3n de que los rostros generados por IA no s\u00f3lo son indistinguibles de los humanos, sino que tienen caracter\u00edsticas que nos los hacen parecer a\u00fan m\u00e1s reales. A esta caracter\u00edstica de los rostros generados por IA la denominaron hiperrealismo.<\/p>\n

Los investigadores utilizaron StyleGAN2, una red generativa adversarial (GAN), para generar los rostros de la IA. StyleGAN2 se entren\u00f3 con un gran conjunto de datos de rostros humanos, de los que 69% eran de raza blanca y 31% de todas las dem\u00e1s razas combinadas.<\/p>\n

Los investigadores concluyeron que la sobrerrepresentaci\u00f3n de rostros blancos permit\u00eda al modelo generar caras que representaban la media de todos esos rasgos de forma que parec\u00edan m\u00e1s humanas que los humanos.<\/p>\n

El art\u00edculo concluye que este sesgo en los conjuntos de datos de entrenamiento plantea problemas importantes. Si los rostros de la IA parecen m\u00e1s realistas en el caso de los rostros blancos que en el de otros grupos, su uso confundir\u00e1 la percepci\u00f3n de la raza con la percepci\u00f3n de ser \"humano\"\".<\/p>\n

Si la idea que un modelo de IA tiene de un rostro humano es una media antinatural de rasgos faciales blancos, \u00bfc\u00f3mo distinguir\u00eda entre un humano real de diferente etnia y una falsificaci\u00f3n de IA si se le pidiera que lo hiciera?<\/p>\n

La autora principal, la Dra. Amy Dawel, afirm\u00f3: \"Si los rostros blancos de la IA se perciben sistem\u00e1ticamente como m\u00e1s realistas, esta tecnolog\u00eda podr\u00eda tener graves implicaciones para las personas de color al reforzar en \u00faltima instancia los prejuicios raciales en l\u00ednea.\"<\/p>\n

\u00bfQu\u00e9 caracter\u00edsticas condujeron a los errores?<\/h2>\n

Debe de haber algunos rasgos espec\u00edficos de un rostro de IA que nos hagan pensar que es m\u00e1s humano que un rostro humano real. En el segundo experimento, se pidi\u00f3 a 610 participantes que valoraran los rostros humanos y los de la IA en funci\u00f3n de 14 atributos, como el atractivo, el contacto visual y la expresividad.<\/p>\n

\"\"
Rostros clasificados con m\u00e1s frecuencia como humanos o IA junto con la clasificaci\u00f3n correcta. El porcentaje indica la proporci\u00f3n de participantes que hicieron esta clasificaci\u00f3n. Fuente: Sage Journals<\/figcaption><\/figure>\n

Combinando estos datos con los del primer experimento, los investigadores pudieron determinar qu\u00e9 hac\u00eda m\u00e1s probable que las personas identificaran un rostro como generado por IA o como real.<\/p>\n

Descubrieron que el hiperrealismo de los rostros de la IA pod\u00eda atribuirse a que eran \"significativamente m\u00e1s medios (menos distintivos), familiares y atractivos, y menos memorables que los rostros humanos\".<\/p>\n

El hecho de que seamos tan r\u00e1pidos a la hora de aceptar que una cara de IA es real demuestra lo importante que es contar con herramientas de detecci\u00f3n de falsificaciones de IA.<\/p>\n

Los investigadores tomaron los datos de los atributos percibidos por los humanos y c\u00f3mo se utilizaban correcta e incorrectamente al identificar rostros de IA y crearon un modelo de aprendizaje autom\u00e1tico para detectar rostros de IA. El modelo fue capaz de clasificar el tipo de rostro con una precisi\u00f3n de 94%.<\/p>\n

Es poco probable que pasemos una cara por un detector de rostros cada vez que veamos una en l\u00ednea. Y los generadores de rostros solo van a mejorar para vencer a los detectores de falsificaciones.<\/p>\n

El Dr. Dawel resumi\u00f3 cu\u00e1l es nuestra mejor opci\u00f3n ante esto: \"Educar a la gente sobre el realismo percibido de los rostros de IA podr\u00eda ayudar a que el p\u00fablico se muestre adecuadamente esc\u00e9ptico sobre las im\u00e1genes que est\u00e1 viendo en l\u00ednea\".<\/p>\n

Si nos recordamos a nosotros mismos que somos muy malos detectando falsificaciones, quiz\u00e1 seamos menos propensos a dejarnos enga\u00f1ar por ellas.<\/p>","protected":false},"excerpt":{"rendered":"

Los investigadores descubrieron que, en general, las personas no saben identificar qu\u00e9 caras son reales y cu\u00e1les est\u00e1n generadas por IA. Los rostros hiperrealistas generados por IA se consideran m\u00e1s reales que los rostros humanos. El estudio, dirigido por la Universidad Nacional de Australia, incluy\u00f3 experimentos para comprobar si las personas pod\u00edan diferenciar entre rostros humanos y rostros generados por IA, y qu\u00e9 caracter\u00edsticas conduc\u00edan a las elecciones que hac\u00edan las personas. Estudios anteriores demostraron que los participantes pod\u00edan distinguir un rostro no blanco generado por IA en el 50% de las veces. En este estudio m\u00e1s reciente, se mostr\u00f3 a un grupo de 124 adultos una mezcla de 100 rostros de IA y 100 rostros blancos reales.<\/p>","protected":false},"author":6,"featured_media":8903,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[163,94,165],"class_list":["post-8900","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai-risks","tag-deep-fakes","tag-image-generation"],"yoast_head":"\nWe judge White AI faces as real more often than human faces | 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\/es\/2024\/01\/we-judge-white-ai-faces-as-real-more-often-than-human-faces\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"We judge White AI faces as real more often than human faces | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers found that people are generally bad at identifying which faces are real and which are generated by AI. 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