[Information Express] The integration of AI and human thinking; OpenAI applied for the registration of the "GPT-5" trademark in China; the mobile model is mainly oriented to B, intelligent computing power is the future direction

2023年8月11日 星期五 癸卯年六月廿五
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This article is included in the IT Information Express column. This column is mainly used to publish various IT information, so that everyone can read and understand some new information in the industry in a time-saving and labor-saving manner.

The fusion of AI and human thinking

• According to TechXplore , researchers at the University of Cambridge, the Alan Turing Institute at Princeton, and Google DeepMind have been trying to bridge the gap between human behavior and machine learning so that it can be more fully considered in artificial intelligence applications where humans and machines participate together. uncertainty . This helps reduce risk and increase trust and reliability of these applications, especially in safety-critical situations such as medical diagnostics.

• The team took a well-known image classification dataset so that humans could provide feedback and indicate their degree of uncertainty when labeling a particular image . The researchers found that training with uncertain labels improved the performance of these systems in dealing with uncertain feedback, although humans also caused overall performance degradation in these hybrid systems.

• The goal of the researchers is to enable artificial intelligence to better understand the way humans think, thereby improving the efficiency of human-machine collaboration . The previous premise of machine learning was based on human definite answers, but in terms of normal human thinking patterns, in most cases, it is difficult for humans to give definite answers. This is the gap in previous research.

• Matthew Barker“We know from decades of behavioral research that humans can almost never be 100% sure, but incorporating this into machine learning is a challenge,” said Dr. Dealing with uncertainty in humans as part of the system."

• The researchers say their findings uncover several open challenges in incorporating humans into machine learning models. They are releasing the dataset for further research and to build uncertainty into machine learning systems.

Chinese tech giant orders $5 billion in chips from Nvidia

• According to the British "Financial Times", Chinese Internet giants have placed an order with Nvidia for $5 billion in chips. Baidu, ByteDance, Tencent, and Alibaba have placed orders of US$1 billion to purchase about 100,000 Nvidia A800 GPUs, which will be delivered this year. The Chinese tech giants have also purchased $4 billion in GPUs for delivery in 2024, two people close to Nvidia said.

• Two employees with direct knowledge of the matter said ByteDance had stockpiled at least 10,000 Nvidia GPUs. Byte has also ordered nearly 70,000 A800 chips to be delivered next year, worth about $700 million. Alibaba Cloud has received thousands of H800 chips from Nvidia, according to two people close to Alibaba.

英伟达在一份声明中表示：“消费互联网公司和云供应商每年在数据中心组件上投资数十亿美元，通常会提前几个月下订单。”

一位英伟达经销商说：“经销商手中的A800价格已经上涨了50%以上。”

OpenAI applied to register the "GPT-5" trademark in China

• According to IT Home, the official website of the Trademark Office of the State Intellectual Property Office shows that OPENAI OPCO, LLC has applied for registration of two "GPT-5" trademarks in late July, and the international classification is 9 classes. and Class 42 (Scientific Instruments, Design Research), the trademark statuses are all pending.

• Earlier information from the United States Patent and Trademark Office (USPTO) showed that OpenAI had applied for the registration of the "GPT-5" trademark on July 18. Judging from the trademark information, GPT-5 will provide functions such as text generation, natural language understanding, speech transcription, translation, and analysis .

Yang Jie of China Mobile: The mobile large model is mainly for to B intelligent computing power is the future direction

• "Science and Technology Innovation Board Daily" on August 10th, in the conference call on the evening of the same day, China Mobile executives responded to questions about AI large models, 5G/6G construction, and annual goals. The strategy and layout of artificial intelligence are the focus of the night's performance meeting.

• Yang Jie, chairman of China Mobile, said that from the perspective of computing power, algorithms, and data, in terms of computing power, China Mobile is making a comprehensive layout, general computing power and only computing power, the latter is the future direction, which is also the focus of mobile Layout, the company is currently planning to build the largest intelligent computing center in Asia; in terms of algorithms, it already has a model algorithm team of more than 1,500 people, and has accumulated more than 370 AI capabilities. Last year, the realization of this aspect reached 3.9 billion yuan; in terms of data, the data The amount is very considerable, and the specific scale is "not easy to disclose on this occasion"; for the application of AI, the future will mainly be to B, applying professional large-scale models and industry large-scale models .

• Regarding the target for the whole year of 2023, Yang Jie said that the current overall macro situation is under pressure and challenges, but he is full of confidence in completing the target for the whole year.

• In addition, Yang Jie and other executives focused on the digital transformation business, saying that the revenue of this business in the first half of the year was 132.6 billion yuan, contributing 84.1% to the incremental revenue of communication services, and contributing to the value of the "second curve" of China Mobile's revenue growth further highlighted.

Suno launches a generative audio AI basic model that can generate 30 seconds of music by inputting text

• According to the webmaster's home report, the technology company Suno has launched a generative audio AI basic model. Users only need to input simple text to generate two pieces of music with lyrics in about 30 seconds.

• This gameplay is very similar to the previous Midjourney, just enter commands in Suno’s Discord channel / chirp, add prompt words, and tell it the music style and lyrics you want.

体验地址:https://discord.com/invite/QRrnYufqZV

Suno is a research-driven artificial intelligence company dedicated to empowering creators to generate lifelike music, speech and sound effects. This new AI-based model for generative audio provides users with a convenient tool to create music in unique and innovative ways.

The 19th Asian Games in Hangzhou officially released the "Asian Games Metaverse"

• The release ceremony of the Asian Games Official Metaverse, "Intelligent Digital Power, Empowering the New Asian Games", was held in Hangzhou, Zhejiang Province on the morning of August 10. The Hangzhou Asian Games Organizing Committee and China Mobile officially released the "Asian Games Metaverse" platform.

• This is the Asian Games digital smart service launched by the Hangzhou Asian Games in combination with the concept of "smart" competitions. "Asian Games Metaverse" integrates digital technologies such as AI intelligence, digital twins, and VR.

• Smart terminal users can use the "Smart Asian Games One-Stop Link" to enter the three creative spaces of the "Asian Games Metaverse", namely the Asian Games venues, urban cultural tourism, and Asian Games personal collections, and experience Asian Games knowledge popularization and Q&A, virtual competition, metaverse viewing, and smart Interactive, Asian Games personal digital collection and other projects.

The Hangzhou Asian Games will be held from September 23 to October 8, 2023. This is the 19th Asian Games and will also be the third Asian Games held in China. Previously, Beijing and Guangzhou were held in 1990 and 2010 respectively. Hosted the Asian Games.

• The mascots of the Hangzhou Asian Games are a group of robots with profound background and full of vitality of the times. The group name is " Jiangnan Remembrance ", which comes from the famous line "Jiangnan Remembrance, the most memorable is Hangzhou" by Tang Dynasty poet Bai Juyi. It integrates the history and humanities of Hangzhou. , natural ecology and innovative genes.

• The design of the torch is called " Xin Huo ". The design concept comes from the Liangzhu culture, which is a proof of the 5,000-year history of Chinese civilization. With its solemn, majestic and profound shapes, it is passed on from hand to hand by torchbearers, showing Chinese design to the world. Unique creativity, hard core strength made in China.

• The medal is named " Hushan ". The design image of the medal brings together the three major world cultural heritages in Hangzhou: the West Lake, the Grand Canal, and the ruins of the ancient city of Liangzhu.

"Asian Games Metaverse" provides Asian Games audiences with an "immersive, exciting and interactive" experience, allowing them to better understand the Asian Games and participate in the Asian Games.