Under the wave of artificial intelligence, the AI big model "boosts the waves"

2023-04-17

In recent years, there have been continuous technological breakthroughs and innovative achievements in the field of artificial intelligence, such as AIGC (Artificial Intelligence Generated Content), artificial intelligence big models, and dialogue robots, integrating into various fields of society, profoundly changing people's daily work and lifestyle. At the 2023 annual meeting of the Boao Forum for Asia, many experts, scholars and industry leaders conducted in-depth discussions and exchanges around technological breakthroughs in the field of artificial intelligence and the impact on human society. Tian Qi, the chief scientist in the field of artificial intelligence at Huawei Cloud, said that the recent significant breakthroughs in cutting-edge technology in the field of artificial intelligence may have a far greater impact on society than the emergence of smartphones back then. Artificial intelligence has been developing for over 60 years, why has it suddenly made such huge progress in recent years? Tianqi believes that this is an explosion after decades of accumulation, and the newly emerging artificial intelligence technology not only changes the way human-computer interaction is conducted, but also greatly improves productivity. However, experts also indicate that there are certain limitations to current artificial intelligence, which is that there have not yet been intelligent agents with human emotions. Although artificial intelligence is a 'liberal arts generalist', it is still based on all human knowledge and understanding, and does not surpass the wisdom of the entire human community, let alone possessing its own emotions and wisdom. For example, the recently raging ChatGPT, although its response level has surpassed many individuals and even groups, from a machine perspective, it essentially knows nothing about what questions and answers have been given, "said Yuan Hui, Chairman and CEO of Xiaoi Group. Cai Xinfa, Special Assistant to the President of Ping An Bank, stated that the revolutionary significance of the progress of artificial intelligence technology is due to its ability to cross border, horizontally, and connect. The invention of technology has two sides, "said Zhu Xufeng, Dean of the School of Public Management at Tsinghua University. Artificial intelligence technology not only improves production efficiency in various industries, but also has a profound impact on social structure, often accompanied by the disappearance and rise of some industries. Therefore, how to utilize new tools to adapt to the new development of the industry has become an important factor in whether to stand at the forefront in the future. The next 5 to 10 years will be the dividend realization period for the application of artificial intelligence technology. "Yuan Hui said that new products of artificial intelligence have quickly integrated into various industries, continuously shaping new formats and scenarios, and bringing huge commercial value. The big model promotes the industrialization of AI and accelerates it again. The AI big model is the most popular AI segmentation field in recent years. Compared to small models, AI large models have many advantages such as universality, generalization, and large-scale replication across multiple scenarios, and are considered an important research direction for achieving universal artificial intelligence. Whether it is ChatGPT, which has recently become a big fire, or ERNIE Bot, which is launched by Baidu in China, they are all typical representatives of AI big models. The so-called AI big model is a model that can adapt to a series of tasks after large-scale data training. Deep learning, as an important technology in artificial intelligence, relies entirely on models to automatically learn knowledge from data. While significantly improving performance, it also faces the contradiction of a surge in general data and a shortage of specialized data. The AI big model combines "large-scale" and“

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