{"id":8340,"date":"2023-12-15T20:06:58","date_gmt":"2023-12-15T20:06:58","guid":{"rendered":"https:\/\/dailyai.com\/?p=8340"},"modified":"2023-12-16T12:09:40","modified_gmt":"2023-12-16T12:09:40","slug":"deepmind-makes-major-breakthrough-in-mathematical-machine-learning","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2023\/12\/deepmind-makes-major-breakthrough-in-mathematical-machine-learning\/","title":{"rendered":"DeepMind logra un gran avance en el aprendizaje matem\u00e1tico autom\u00e1tico"},"content":{"rendered":"<p><b>Investigadores de DeepMind han presentado \"FunSearch\", un novedoso m\u00e9todo que aprovecha los modelos de grandes lenguajes (LLM) para descubrir nuevas soluciones matem\u00e1ticas e inform\u00e1ticas.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">El art\u00edculo, publicado en <a href=\"https:\/\/www.nature.com\/articles\/s41586-023-06924-6\">Naturaleza<\/a>, describe FunSearch, que combina un LLM preentrenado al que se encargan soluciones inventivas basadas en c\u00f3digos y un evaluador automatizado que mitiga las imprecisiones en el proceso de resoluci\u00f3n de problemas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Comienza utilizando el LLM para generar soluciones creativas en forma de c\u00f3digo inform\u00e1tico. A continuaci\u00f3n, el sistema automatizado comprueba estas soluciones para asegurarse de que son correctas y \u00fatiles. Este proceso se repite, perfeccionando las soluciones en cada ciclo y convirtiendo las ideas iniciales en nuevos conocimientos verificados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En pocas palabras, FunSearch es como una sesi\u00f3n de brainstorming entre un pensador muy creativo (el LLM) y un estricto verificador de hechos, que trabajan juntos para encontrar respuestas innovadoras a problemas complejos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este proceso iterativo permite que las ideas iniciales evolucionen hasta convertirse en nuevos conocimientos verificados. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">En los experimentos actuales de DeepMind, FunSearch ha aportado nuevas perspectivas a problemas matem\u00e1ticos clave, como el problema del conjunto de tapones y el problema del empaquetado de cubos.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Afrontar el problema de los l\u00edmites m\u00e1ximos<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Uno de los principales \u00e9xitos de <a href=\"https:\/\/www.nature.com\/articles\/d41586-023-04043-w\">FunSearch<\/a> es su rendimiento en el problema del conjunto tope, un reto complejo dentro de la teor\u00eda matem\u00e1tica.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">He aqu\u00ed un an\u00e1lisis m\u00e1s profundo de este problema:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">El problema del conjunto tope se basa en un espacio de altas dimensiones, en el que el objetivo es encontrar el mayor conjunto posible de puntos (un conjunto tope) en el que no haya tres puntos alineados en l\u00ednea recta.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">El reto se deriva del crecimiento exponencial de las combinaciones posibles a medida que aumenta la dimensionalidad del espacio, lo que hace ineficaces los planteamientos computacionales tradicionales.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">El gran avance de FunSearch radica en la generaci\u00f3n de programas que identificaron conjuntos de tapas mayores que los conocidos hasta ahora, lo que demuestra una capacidad sin precedentes para superar los conocimientos matem\u00e1ticos de origen humano.<\/span><\/li>\n<\/ul>\n<p>Un problema m\u00e1s pr\u00e1ctico abordado por FunSearch es el de los contenedores de basura, que busca estrategias \u00f3ptimas para empaquetar art\u00edculos de distintos tama\u00f1os en contenedores, un reto relevante tanto en escenarios f\u00edsicos, como la organizaci\u00f3n de contenedores de transporte, como en la ciencia computacional, como la organizaci\u00f3n de tareas computacionales para lograr la eficiencia.<\/p>\n<p>Los m\u00e9todos tradicionales suelen consistir en empaquetar los objetos en el primer espacio disponible o en el que menos espacio quede.<\/p>\n<p>Sin embargo, FunSearch introdujo enfoques eficaces que evitan estrat\u00e9gicamente dejar peque\u00f1os huecos sin rellenar.<\/p>\n<h2><span style=\"font-weight: 400;\">Usos potenciales de FunSearch<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Jordan Ellenberg, catedr\u00e1tico de Matem\u00e1ticas de la Universidad de Wisconsin-Madison y coautor del art\u00edculo, destac\u00f3 las implicaciones de FunSearch para el futuro de la interacci\u00f3n persona-m\u00e1quina en inform\u00e1tica y matem\u00e1ticas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Lo que me parece realmente emocionante, incluso m\u00e1s que los resultados concretos que hemos encontrado, son las perspectivas que sugiere para el futuro de la interacci\u00f3n hombre-m\u00e1quina en matem\u00e1ticas\", afirma Ellenberg. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">En lugar de generar una soluci\u00f3n, FunSearch genera un programa que la encuentra. Una soluci\u00f3n a un problema concreto puede no darme ninguna idea de c\u00f3mo resolver otros problemas relacionados.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Pero un programa que encuentra la soluci\u00f3n, eso es algo que un ser humano puede leer e interpretar y, con suerte, generar as\u00ed ideas para el siguiente problema y el siguiente y el siguiente\".<\/span><\/p>\n<p>Aqu\u00ed tienes m\u00e1s detalles sobre c\u00f3mo FunSearch abre nuevos caminos en el aprendizaje autom\u00e1tico:<\/p>\n<ul>\n<li><strong>Resoluci\u00f3n creativa de problemas con generaci\u00f3n de c\u00f3digo<\/strong>: A diferencia de muchos sistemas de IA centrados en el an\u00e1lisis de datos o el reconocimiento de patrones, FunSearch se especializa en generar soluciones creativas en c\u00f3digo inform\u00e1tico. Esto le permite abordar problemas que no solo consisten en interpretar datos, sino tambi\u00e9n en crear nuevas formas de resolver cuestiones complejas.<\/li>\n<li><strong>Perfeccionamiento iterativo<\/strong>: FunSearch emplea un proceso iterativo de mejora continua de las soluciones. Comienza con una idea inicial generada por el LLM, que luego se refina mediante una serie de evaluaciones y mejoras. Este proceso imita la forma en que los humanos solemos resolver los problemas: empezando con una idea aproximada y mejor\u00e1ndola con el tiempo.<\/li>\n<li><strong>Creatividad y rigor<\/strong>: FunSearch tiende un puente entre la resoluci\u00f3n creativa de problemas y la evaluaci\u00f3n rigurosa. El LLM aporta creatividad e innovaci\u00f3n, generando soluciones nuevas e inexploradas, mientras que el evaluador automatizado garantiza que estas soluciones sean precisas y viables. Este doble enfoque es crucial en campos cient\u00edficos en los que la innovaci\u00f3n debe ir unida a la precisi\u00f3n.<\/li>\n<li><strong>Transparencia:<\/strong> Uno de los aspectos exclusivos de FunSearch es su capacidad para ofrecer resultados transparentes e interpretables. En lugar de ofrecer una respuesta final, genera un programa que detalla c\u00f3mo se ha llegado a esa soluci\u00f3n. Esta transparencia es vital para la investigaci\u00f3n cient\u00edfica, donde comprender el proceso es tan importante como el resultado.<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Pushmeet Kohli, responsable de Inteligencia Artificial para la ciencia en DeepMind, explic\u00f3 c\u00f3mo FunSearch abre una nueva forma de investigaci\u00f3n en aprendizaje autom\u00e1tico: \"Esto va a transformar la forma de abordar la inform\u00e1tica y el descubrimiento algor\u00edtmico. Por primera vez, estamos viendo que los LLM no toman el relevo, sino que definitivamente ayudan a ampliar los l\u00edmites de lo que es posible en algoritmos.\"<\/span><\/p>\n<p>Al combinar la capacidad creativa de los LLM con una evaluaci\u00f3n rigurosa, FunSearch ilustra un enfoque novedoso para abordar problemas abiertos complejos. Sus usos pr\u00e1cticos ser\u00e1n fascinantes.<\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores de DeepMind han presentado \"FunSearch\", un novedoso m\u00e9todo que aprovecha los grandes modelos ling\u00fc\u00edsticos (LLM) para descubrir nuevas soluciones matem\u00e1ticas e inform\u00e1ticas.  El art\u00edculo, publicado en Nature, describe FunSearch, que combina un LLM preentrenado al que se le encargan soluciones inventivas basadas en c\u00f3digo y un evaluador automatizado que mitiga las imprecisiones en el proceso de resoluci\u00f3n de problemas.  Comienza utilizando el LLM para generar soluciones creativas en forma de c\u00f3digo inform\u00e1tico. A continuaci\u00f3n, el sistema automatizado comprueba estas soluciones para asegurarse de que son correctas y \u00fatiles. Este proceso se repite, perfeccionando las soluciones en cada ciclo y convirtiendo las ideas iniciales en nuevos conocimientos verificados.  En pocas palabras, FunSearch es como<\/p>","protected":false},"author":2,"featured_media":5647,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[147,102,105],"class_list":["post-8340","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-deepmind","tag-google","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DeepMind makes major breakthrough in mathematical machine learning | DailyAI<\/title>\n<meta name=\"description\" content=\"DeepMind researchers unveiled &quot;FunSearch,&quot; a novel method leveraging Large Language Models (LLMs) to unearth new mathematics and computer science solutions.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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