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Original Title: Today, Chat About ChatGPT Source: Xinhua News Agency News Analysis: ChatGPT, The Big Language Model of OpenAI, an American artificial intelligence company, has reached 100 million active users in January, becoming the fastest-growing consumer application in history, about two months after its launch.

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Relevant experts predict that ChatGPT is not only a breakthrough in the new generation of chat robots, but also a huge change in the information industry. However, the risks of academic fraud, technology abuse, public opinion security, and other risks brought about by this cannot be ignored. The prototype of the new generation operating system platform is to write imaginative poetry in multiple languages, write executable programs, quickly generate paper abstracts, automatically create data tables, and correct grammar and expression errors in articles, Writing a weekly event into a news review... ChatGPT not only understands many human problems and instructions, smoothly conducts multiple rounds of dialogue, but also demonstrates the ability to solve various common problems in more and more fields.

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ChatGPT also easily passes some highly challenging professional level tests for humans: it has recently passed Google Encoding L3 (entry-level) engineer testing; Passed the final exam of the Wharton School of Business MBA at the University of Pennsylvania and the graduate exam of four courses at the University of Minnesota with B and C+scores, respectively; Passing the American Medical Practitioner Qualification Examination... The industry describes its birth as the "iPhone moment" of the artificial intelligence era, marking a revolutionary turning point for artificial intelligence.

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The success of ChatGPT should not only be seen as a breakthrough in the new generation of chat robots, but should also be valued for the revolution it brings to artificial intelligence and even the entire information industry. "Huang Tiejun, the president of Beijing Zhiyuan Artificial Intelligence Research Institute, said in an interview with reporters that the past decade in the field of artificial intelligence has been a decade of deep learning, but the industry as a whole has not experienced an outbreak of mobile internet and cloud computing, The emergence of ChatGPT has epoch-making significance, and the big model+ChatGPT has formed the prototype of a new generation of operating system platform.

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Huang Tiejun said that ChatGPT has adopted the route of "big data+big computing power+strong algorithms=big models" in its technological path, and has explored a new paradigm in the direction of "basic big models+instruction fine-tuning". The basic big models are similar to the brain, and instruction fine-tuning is interactive training, which combines the two to achieve language intelligence that approaches humans.

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ChatGPT has applied the "reinforcement learning based on human feedback" training method, using human preferences as reward signals to train the model, promoting the model to become more in line with human cognitive understanding patterns. "This AI can help humans create reality, especially to improve creative efficiency, such as improving the efficiency of obtaining information or proposing novel ideas, and then having people solve their authenticity problems.

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The improvement of efficiency creation will have enormous benefits and multiple impacts, which can change the global information landscape. "Chen Xiaoping, director of the Robotics Laboratory at the University of Science and Technology of China, told reporters that the launch of ChatGPT, which has sparked a new round of artificial intelligence technology competition, is triggering a new round of technology competition in the field of artificial intelligence. In the early morning of February 8th Beijing time, Microsoft launched the latest version of Bing search engine and Edge browser supported by ChatGPT, Announce the intention to 'reshape search'.

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All Microsoft's Office, Azure cloud services and other products will be fully integrated into ChatGPT in the early morning of February 7, Beijing time. Google also released the next generation dialogue AI system Bard based on Google's LaMDA big model. On the same day, Baidu officials announced that the big model project "ERNIE Bot" under development was planned to complete the internal test in March, and then open to the public.

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Chinese companies such as Alibaba and JD.com have also stated that global competition in the field of artificial intelligence big models is becoming increasingly fierce, and Huang Tiejun believes that ChatGPT is expected to evolve into a new generation of operating system platforms and ecosystems in the future. This transformation is similar to the transformation of mobile internet from personal computers to mobile phones, and most of the computing load will be taken over by the new generation of information infrastructure with big models as the core.

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This new paradigm will affect all aspects of the industry, from application to infrastructure, and trigger significant changes in the overall industrial landscape. The ecological debate between big models and their software and hardware support systems will become the focus of the information industry in the next decade. It is worth noting that ChatGPT sometimes "speaks nonsense" seriously, with many issues such as factual errors, knowledge blind spots, and common sense biases. It also faces compliance with training data sources, bias in data usage Generate artificial intelligence common risks such as false information and copyright disputes.

Multiple globally renowned academic journals have updated their editorial guidelines for this, including that any large-scale language modeling tool will not be accepted as a research paper authorship. "The authorship of an academic paper must meet at least two conditions: one is to make a 'substantial contribution' in the work of the paper, and the other is to be able to bear relevant responsibilities. Currently, these two conditions are not met by ChatGPT (as well as other AI systems).

”Chen Xiaoping said that ChatGPT also has the potential to be applied in the information warfare of public opinion. The research team of McGill University in Canada used the former model GPT-2 of ChatGPT to read about 5000 articles about COVID-19 epidemic broadcast by the Canadian Broadcasting Corporation, and then asked it to generate "counterfactual news" about the crisis.

Even OpenAI has warned users of ChatGPT that it may occasionally generate incorrect information and generate harmful instructions or biased content. In response to these issues, we need to develop technology while controlling the application boundaries of ChatGPT, establish management regulations for AI generated content, and avoid the use of AI to generate and disseminate false and harmful content.

At the same time, strengthening the development of governance tools and identifying artificial intelligence generated content through technological means is an important prerequisite for content detection and work rights confirmation, "said Tang Jiayu, Vice President of Beijing Ruilai Smart Technology Co., Ltd., returning to Sohu to check out more responsible editors: