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#1 2025-02-01 12:27:51

MercedesSt
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Date d'inscription: 2025-02-01
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How China Created aI Model DeepSeek and Shocked The World

Chinese technology start-up DeepSeek has taken the tech world by storm with the release of two large language models (LLMs) that measure up to the efficiency of the dominant tools established by US tech giants - but built with a fraction of the cost and computing power.
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Scientists flock to DeepSeek: how they're utilizing the blockbuster AI design


On 20 January, the Hangzhou-based company released DeepSeek-R1, a partially open-source 'thinking' model that can resolve some clinical issues at a comparable standard to o1, OpenAI's most sophisticated LLM, which the company, based in San Francisco, California, unveiled late in 2015. And previously this week, DeepSeek launched another model, called Janus-Pro-7B, which can generate images from text prompts much like OpenAI's DALL-E 3 and Stable Diffusion, made by Stability AI in London.


If DeepSeek-R1's efficiency amazed lots of people beyond China, researchers inside the nation state the start-up's success is to be expected and fits with the government's aspiration to be a global leader in expert system (AI).
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It was inevitable that a company such as DeepSeek would emerge in China, provided the big venture-capital investment in companies establishing LLMs and the lots of people who hold doctorates in science, technology, engineering or mathematics fields, including AI, says Yunji Chen, a computer scientist working on AI chips at the Institute of Computing Technology of the Chinese Academy of Sciences in Beijing. "If there was no DeepSeek, there would be some other Chinese LLM that could do fantastic things."


In reality, there are. On 29 January, tech behemoth Alibaba launched its most sophisticated LLM up until now, Qwen2.5-Max, which the business states outperforms DeepSeek's V3, another LLM that the company launched in December. And last week, Moonshot AI and ByteDance launched brand-new thinking designs, Kimi 1.5 and 1.5-pro, which the business declare can outshine o1 on some benchmark tests.
https://edvancer.in/wp-content/uploads/2023/03/Artificial-Intelligence-is-Changing-the-Job-Market-4.jpg

Government top priority


In 2017, the Chinese government announced its objective for the nation to end up being the world leader in AI by 2030. It tasked the market with completing major AI developments "such that innovations and applications achieve a world-leading level" by 2025.
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Developing a pipeline of 'AI talent' became a top priority. By 2022, the Chinese ministry of education had authorized 440 universities to provide bachelor's degrees specializing in AI, according to a report from the Center for Security and Emerging Technology (CSET) at Georgetown University in Washington DC. In that year, China provided nearly half of the world's leading AI scientists, while the United States represented just 18%, according to the think tank MacroPolo in Chicago, Illinois.
https://www.bridge-global.com/blog/wp-content/uploads/2021/10/What-is-Artificial-Intelligence.-sub-domains-and-sub-feilds-of-AI.jpg

DeepSeek most likely benefited from the government's financial investment in AI education and talent development, which consists of various scholarships, research study grants and collaborations between academic community and industry, states Marina Zhang, a science-policy scientist at the University of Technology Sydney in Australia who concentrates on innovation in China. For example, she adds, state-backed efforts such as the National Engineering Laboratory for Deep Learning Technology and Application, which is led by tech company Baidu in Beijing, have trained countless AI professionals.
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Exact figures on DeepSeek's workforce are tough to discover, but company founder Liang Wenfeng informed Chinese media that the business has actually recruited graduates and doctoral students from top-level Chinese universities. Some members of the business's leadership team are more youthful than 35 years old and have grown up experiencing China's increase as a tech superpower, says Zhang. "They are deeply motivated by a drive for self-reliance in innovation."


Wenfeng, at 39, is himself a young entrepreneur and graduated in computer system science from Zhejiang University, a leading institution in Hangzhou. He co-founded the hedge fund High-Flyer almost a years earlier and established DeepSeek in 2023.


Jacob Feldgoise, who studies AI talent in China at the CSET, says national policies that promote a design development ecosystem for AI will have helped companies such as DeepSeek, in regards to bring in both moneying and talent.


But despite the increase in AI courses at universities, Feldgoise states it is not clear how lots of trainees are graduating with dedicated AI degrees and whether they are being taught the abilities that companies need. Chinese AI business have actually complained in recent years that "graduates from these programmes were not up to the quality they were wishing for", he says, leading some companies to partner with universities.
https://cdn.neowin.com/news/images/uploaded/2024/12/1735276630_deepseek_ai.jpg


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#2 2025-02-22 03:29:55

xxdruidtt
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Date d'inscription: 2025-02-19
Messages: 5184

Re: How China Created aI Model DeepSeek and Shocked The World

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