Novo centro de pesquisa em Oxford para impulsionar inovações transformadoras em IA
A Universidade de Oxford participará de um grande investimento de £ 80 milhões anunciado hoje para desenvolver tecnologias de inteligência artificial (IA) de próxima geração. O financiamento, do Conselho de Pesquisa em...
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)
O novo centro de investigação de Oxford aplicará áreas subexploradas da matemática para alcançar novos avanços nos sistemas fundamentais subjacentes à IA e à aprendizagem automática. Crédito da imagem: da-kuk, Getty Images.
A Universidade de Oxford participará de um grande investimento de £ 80 milhões anunciado hoje para desenvolver tecnologias de inteligência artificial (IA) de próxima geração. O financiamento, do Conselho de Pesquisa em Engenharia e Ciências Físicas, EPSRC (parte do UK Research and Innovation, UKRI), apoiará nove novos centros de pesquisa em IA no Reino Unido, um dos quais será baseado no Departamento de Ciência da Computação da Universidade de Oxford . .
Liderado pelo professor Michael Bronstein (Cátedra DeepMind em Inteligência Artificial, Departamento de Ciência da Computação), o centro de Oxford se concentrará na pesquisa matemática e computacional que é fundamental para a IA e que poderia desbloquear sistemas de IA novos e mais eficientes. Em particular, o centro procurará novos avanços em IA, empregando ferramentas teóricas de campos matemáticos atualmente pouco explorados.
O programa de pesquisa se concentrará no desenvolvimento de respostas matemáticas rigorosas para quatro questões fundamentais que fundamentam a IA moderna e os sistemas de aprendizado de máquina:
Como as abordagens matemáticas podem ser usadas para revelar estruturas ocultas nos dados que podem ser exploradas por uma nova classe de modelos de aprendizado de máquina?
As ferramentas matemáticas podem ser usadas para caracterizar modelos de aprendizado de máquina para entender quando e como eles funcionam e falham?
Como podemos garantir que os algoritmos de aprendizagem e otimização beneficiem das estruturas subjacentes aos modelos de aprendizagem automática, para desenvolver modelos de IA melhores, mais eficientes e mais seguros?
Como podemos construir sistemas de IA auto-adaptáveis que compreendam as suas limitações e possam tomar decisões com segurança que afetam potencialmente milhares de milhões de pessoas?
O professor Bronstein disse: 'Em 1872, Felix Klein publicou seu agora famoso Programa Erlangen - uma nova teoria unificadora radical para a geometria que teve um impacto profundo na matemática em geral, levando ao surgimento de muitos novos campos. Agora é a hora de um “Programa Erlangen” para IA, baseado em princípios matemáticos rigorosos que trariam uma melhor compreensão dos modelos de IA existentes, bem como uma nova geração de métodos.'
"Este novo programa de investigação quebrará barreiras entre diferentes campos e reunirá um grupo diversificado de especialistas líderes do Reino Unido, raramente vistos em conjunto, com o objetivo de uma forte fertilização cruzada. Além de explorar ferramentas de campos matemáticos atualmente pouco explorados, este trabalho atrairá a atenção de teóricos para novos problemas e aplicações relacionadas à IA e ao aprendizado de máquina."
Professor Michael Bronstein (Departamento de Ciência da Computação, Universidade de Oxford)
Embora sediado em Oxford, o centro terá uma ampla cobertura geográfica em todo o Reino Unido, reunindo os principais especialistas nas áreas matemática, algorítmica e computacional que sustentam a IA e os sistemas de aprendizagem automática, bem como as suas aplicações em ambientes científicos e industriais. Ligações estreitas com uma série de parceiros da indústria permitirão à equipa de investigação testar modelos promissores em ambientes aplicados e obter um impacto precoce.
O professor Bronstein acrescentou: “Matemáticos de uma ampla gama de campos diferentes – particularmente geometria, topologia e probabilidade – se beneficiarão desta porta de entrada para novos problemas, aplicações, oportunidades e colaborações. Ao mesmo tempo, os investigadores que trabalham em aprendizagem automática e IA beneficiarão do fluxo transformador de novos conhecimentos, novas ideias e novas ferramentas. No geral, esperamos uma fertilização cruzada transformadora”.
O centro também contribuirá para o desenvolvimento da próxima geração de investigadores em IA e formará pelo menos 13 estudantes de doutoramento. Através da obtenção de uma rara combinação de conhecimentos e competências nos fundamentos matemáticos e algorítmicos da IA, bem como nas suas aplicações, estes estarão bem posicionados para desenvolver sistemas de IA de ponta no Reino Unido e noutros países.
"O UKRI está a apoiar investigadores e inovadores no desenvolvimento da próxima geração de tecnologias de IA que transformarão a nossa economia e sociedade. Os investimentos anunciados hoje ajudarão a fornecer a capacidade de que o Reino Unido necessita para aproveitar as oportunidades desta tecnologia transformadora."
Professora Dame Ottoline Leyser, Diretora Executiva do UKRI
O Ministro da IA, Visconde Camrose, disse: 'O investimento que estamos investindo nesses novos projetos só é possível como resultado de nossa abordagem pró-inovação em relação à IA. A resposta à consulta do Livro Branco sobre Regulamentação da IA que definimos hoje nos levará a avançar com esse plano, impulsionando a próxima onda de inovações brilhantes em IA. Esses centros promoverão inovações de ponta, desde tratamentos de saúde e eletrônicos mais eficientes em termos de energia até aprendizado de máquina e descoberta de produtos químicos”.
A Professora Charlotte Deane , Presidente Executiva do EPSRC e Professora do Departamento de Estatística da Universidade de Oxford, disse: “A inteligência artificial já está a transformar o nosso mundo. O EPSRC apoia a investigação líder mundial para desbloquear o seu potencial e garantir que seja desenvolvida e utilizada de forma ética e responsável. O financiamento de pesquisas de longo prazo levou a avanços revolucionários que tornaram a IA uma ferramenta poderosa para muitas aplicações”.
“Esses centros fornecerão inovações e ferramentas revolucionárias de IA em setores que vão da saúde à energia, cidades inteligentes e meio ambiente. Eles conseguirão isso resolvendo os principais desafios e melhorando a nossa compreensão da IA, ajudando a impulsionar o aumento da produtividade e o crescimento económico prometidos por esta tecnologia”.
Além da Universidade de Oxford, o programa envolve pesquisadores da Universidade de Aberdeen, da Universidade de Durham, do Imperial College London, da Queen Mary University of London e da Universidade de Southampton.
Mais informações sobre os novos centros de pesquisa em IA podem ser encontradas no site do UKRI.