{"id":3516,"date":"2023-09-18T10:35:26","date_gmt":"2023-09-18T10:35:26","guid":{"rendered":"https:\/\/isend.live\/?p=3516"},"modified":"2023-09-18T10:35:26","modified_gmt":"2023-09-18T10:35:26","slug":"the-plateau-of-ai-progress-challenges-for-chinese-startups","status":"publish","type":"post","link":"https:\/\/isend.live\/pt\/2023\/09\/18\/the-plateau-of-ai-progress-challenges-for-chinese-startups\/","title":{"rendered":"O plat\u00f4 do progresso da IA: desafios para startups chinesas"},"content":{"rendered":"

O Planalto de IA<\/a> Progresso: desafios para startups chinesas<\/strong><\/p>\n

Com gigantes chineses da Internet como Baidu e IFlyTek tendo uma forte posi\u00e7\u00e3o no setor de intelig\u00eancia artificial (IA), fundadores de startups como Zhang Haiwei acham quase imposs\u00edvel competir em p\u00e9 de igualdade. Construir um grande modelo de linguagem (LLM), que serve como pedra angular dos sistemas de IA que imitam a intelig\u00eancia humana, \u00e9 uma batalha dif\u00edcil repleta de custos exorbitantes e limita\u00e7\u00f5es tecnol\u00f3gicas.<\/p>\n

Chingmu, a startup de captura de movimento de Zhang, adota uma abordagem alternativa ao utilizar modelos pr\u00e9-treinados da OpenAI para seus projetos. Esses projetos v\u00e3o desde anima\u00e7\u00e3o at\u00e9 treinamento esportivo, utilizando an\u00e1lise de dados para compreender padr\u00f5es de movimento. Zhang descreve o cen\u00e1rio competitivo no setor da IA como \u201cinvolu\u00e7\u00e3o\u201d \u2013 um ciclo perp\u00e9tuo de concorr\u00eancia intensa que produz retornos decrescentes. Para startups como a Chingmu, as restri\u00e7\u00f5es financeiras s\u00e3o apenas a ponta do iceberg. O poder computacional e a disponibilidade de unidades de processamento gr\u00e1fico (GPUs) sobrecarregam ainda mais os recursos limitados.<\/p>\n

A dura realidade \u00e9 que as startups de IA na China enfrentam ventos contr\u00e1rios que se estendem para al\u00e9m das fronteiras do pa\u00eds. Segundo Zhang, \u201co mundo est\u00e1 em recess\u00e3o; tudo est\u00e1 em recess\u00e3o.\u201d<\/p>\n

Andando no AI Hype Train e depois pulando<\/h2>\n

A intelig\u00eancia artificial despertou um enorme entusiasmo tanto no Vale do Sil\u00edcio como na China, prometendo revolucionar a tecnologia e a economia em geral. No entanto, esta fanfarra desapareceu um pouco. A falta de aplica\u00e7\u00f5es inovadoras, juntamente com a escassez de GPU, deixou claro que a IA deixou de ser uma for\u00e7a revolucion\u00e1ria para se tornar uma ferramenta para ganhos marginais de efici\u00eancia.<\/p>\n

Kevin Xu, investidor em tecnologia e fundador do boletim informativo sobre IA Interconnected, observa que o foco agora est\u00e1 em fundamentar o entusiasmo inicial. Por exemplo, ChatGPT, o modelo de IA conversacional da OpenAI, gerou um burburinho significativo na ind\u00fastria, inspirando entusiastas da tecnologia na China a cruzar o Grande Firewall apenas para acess\u00e1-lo. Mas o modelo est\u00e1 oficialmente bloqueado na China, relegando a sua influ\u00eancia ao mercado negro e \u00e0s discuss\u00f5es nas redes sociais.<\/p>\n

\"\"<\/p>\n

Restri\u00e7\u00f5es de dados e o desafio do desenvolvimento de IA<\/h2>\n

Quando se trata de desenvolvimento de IA, as startups nos Estados Unidos t\u00eam uma vantagem distinta sobre as suas cong\u00e9neres chinesas. Ao contr\u00e1rio das empresas chinesas que t\u00eam de navegar num cen\u00e1rio de dados restrito dominado por aplica\u00e7\u00f5es, empresas americanas como a OpenAI podem facilmente aproveitar vastos conjuntos de dados de plataformas web abertas como Google, Twitter e Reddit.<\/p>\n

Xie Mingxuan, fundador da startup de IA vrch.io, observa que esses obst\u00e1culos for\u00e7am muitas startups chinesas de IA a mudar seu foco para aplica\u00e7\u00f5es em vez de desenvolver seus pr\u00f3prios modelos. Sua pr\u00f3pria empresa, vrch.io, oferece um gerador de imagens de entrada de voz alimentado por IA, uma ferramenta inovadora que agiliza substancialmente o processo de design. Apesar de ter apoio de investimentos na China, vrch.io tem como alvo os mercados estrangeiros devido \u00e0 incerteza regulat\u00f3ria.<\/p>\n

Superando obst\u00e1culos regulat\u00f3rios no ecossistema de IA da China<\/h2>\n

A ambiguidade no quadro regulamentar da China apresenta um desafio assustador para as startups de IA. Embora tenham sido divulgadas diretrizes relativas a aspectos como privacidade e transpar\u00eancia algor\u00edtmica, estas n\u00e3o forneceram clareza suficiente para que as empresas avancem com confian\u00e7a.<\/p>\n

Kevin Xu acredita que o ambiente regulat\u00f3rio foi concebido com cautela para n\u00e3o sufocar a inova\u00e7\u00e3o. As regras s\u00e3o formuladas para oferecer flexibilidade ao desenvolvimento privado, garantindo ao mesmo tempo que os limites sociais espec\u00edficos n\u00e3o sejam violados.<\/p>\n

Incerteza Econ\u00f3mica e Resolu\u00e7\u00e3o de Problemas Direcionada<\/h2>\n

A desacelera\u00e7\u00e3o da economia complica ainda mais as coisas para as startups chinesas de IA. A redu\u00e7\u00e3o dos gastos dos consumidores e os desafios financeiros desencadearam uma atmosfera de cautela e conten\u00e7\u00e3o. Pei Hao, fundador da startup de IA Lingua Technologies, descreve o cen\u00e1rio econ\u00f4mico atual como um momento para focar em \u201cproblemas mais f\u00e1ceis de alcan\u00e7ar\u201d. A sua empresa pretende revolucionar o setor da tradu\u00e7\u00e3o, oferecendo servi\u00e7os baseados em IA, especialmente para tradu\u00e7\u00f5es acad\u00e9micas, reduzindo o tempo e a carga cognitiva dos falantes nativos de ingl\u00eas.<\/p>\n

A vis\u00e3o de longo prazo sobre investimentos e aplica\u00e7\u00f5es em IA<\/h2>\n

O panorama do capital de risco para IA na China est\u00e1 a passar por uma transforma\u00e7\u00e3o. Com o aumento dos riscos econ\u00f3micos, os investidores est\u00e3o a adoptar uma abordagem mais calculada nos seus investimentos. Zhao, um capitalista de risco que prefere permanecer an\u00f3nimo, mencionou que o foco est\u00e1 agora em startups que possam incorporar a IA nos seus produtos existentes de forma eficaz, especialmente aquelas com os seus pr\u00f3prios dados.<\/p>\n

Enquanto estamos \u00e0 beira da pr\u00f3xima fase da IA, a calmaria p\u00f3s-excita\u00e7\u00e3o poderia ser atribu\u00edda ao longo ciclo de desenvolvimento da tecnologia, e n\u00e3o a um decl\u00ednio no interesse. Os investidores j\u00e1 puxaram o gatilho, segundo Zhao, e agora a ind\u00fastria observa e espera para ver como a concorr\u00eancia se desenrola.<\/p>\n

Em conclus\u00e3o, embora o desenvolvimento da IA na China seja dificultado por m\u00faltiplos desafios que v\u00e3o desde a tecnologia \u00e0 economia e \u00e0 regulamenta\u00e7\u00e3o, o impulso para inovar permanece. A forma como as startups superam esses obst\u00e1culos determinar\u00e1 a trajet\u00f3ria futura da IA na regi\u00e3o e, talvez, globalmente.<\/p>","protected":false},"excerpt":{"rendered":"

The Plateau of AI Progress: Challenges for Chinese Startups With Chinese internet giants like Baidu and IFlyTek having a strong foothold in the artificial intelligence (AI) sector, startup founders like Zhang Haiwei find it almost impossible to compete on an equal footing. Building a large language model (LLM), which serves as the cornerstone of AI […]<\/p>\n","protected":false},"author":2,"featured_media":3517,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[23],"tags":[207,242,241,244,243,240,239],"class_list":["post-3516","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-whatsapp","tag-ai","tag-ai-development","tag-ai-hype-train","tag-ai-investments","tag-chinas-ai-ecosystem","tag-chinese-startups","tag-plateau-of-ai-progress"],"yoast_head":"\nThe Plateau of AI Progress: Challenges for Chinese Startups<\/title>\n<meta name=\"description\" content=\"The Plateau of AI Progress: Challenges for Chinese Startups. 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