Four Directions for the Future of Large Models

Four Directions for the Future of Large Models

Recently, Zhang Bo, an academician of the Chinese Academy of Sciences and honorary director of the Institute of Artificial Intelligence at Tsinghua University, stated in a speech at the ISC.AI 2024 12th Internet Security Conference that current artificial intelligence lacks a theory; it has only developed models and algorithms targeted at specific fields. Both the … Read more

Four Development Directions for Large Models

Recently, Zhang Bo, an academician of the Chinese Academy of Sciences and honorary dean of the Institute of Artificial Intelligence at Tsinghua University, stated during his speech at the ISC.AI 2024 12th Internet Security Conference that current artificial intelligence lacks a theoretical foundation and only has developed models and algorithms targeting specific fields. Both software … Read more

10 Insights on Large Models by Academician Shen Xiangyang

10 Insights on Large Models by Academician Shen Xiangyang

Reprinted from Zhejiang Digital Economy Research Institute Introduction This article is a compilation of the speech by Academician Shen Xiangyang, the founding director of the Guangdong-Hong Kong-Macao Greater Bay Area Digital Economy Research Institute, on September 28, themed “How Should We Think About Large Models in the Era of General Artificial Intelligence?” In his sharing, … Read more

Understanding the Mathematical Principles of Large Models

Understanding the Mathematical Principles of Large Models

Participants of the 1956 Dartmouth Conference. Left 2: Rochester, Left 3: Solomonoff, Left 4: Minsky, Right 2: McCarthy, Right 1: Shannon Introduction: The secret behind the success of OpenAI’s popular GPT series lies in next token prediction (essentially: predicting the next word), which is mathematically grounded in Solomonoff’s Induction. This method is the theoretical cornerstone … Read more

Analysis of Multi-Scenario Applications of AI Large Models

Analysis of Multi-Scenario Applications of AI Large Models

Metaverse & Generative Artificial Intelligence Thoughts What is Generative Artificial Intelligence? A type of artificial intelligence model capable of generating new, original content. These models are typically based on deep learning technologies and can learn from input data to generate new data or text. They have achieved success in many fields such as image generation … Read more

Exploring Construction Ideas, Frameworks, and Application Scenarios of Hydraulic Large Models

Exploring Construction Ideas, Frameworks, and Application Scenarios of Hydraulic Large Models

▲Large Model Reference Image Significance of Constructing Hydraulic Large Models Background of Construction General Secretary Xi Jinping pointed out, “We should take the new generation of artificial intelligence as a driving force to promote the leapfrog development of science and technology, the optimization and upgrading of industries, and the overall leap in productivity, striving to … Read more

Artificial Intelligence: The Fourth Industrial Revolution

Artificial Intelligence: The Fourth Industrial Revolution

Artificial Intelligence (AI) is a new field of technology science that studies and develops theories, methods, technologies, and application systems used to simulate, extend, and enhance human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce machines that can respond in ways similar to human … Read more

Analysis of the Current State of AI Development in China

Analysis of the Current State of AI Development in China

Introduction This chapter explores the current state of development, international standing, core competitiveness, and regional differences in China’s artificial intelligence sector. In terms of development status, although financing data for Chinese artificial intelligence has hit an eight-year low and patent applications have decreased, the scale of the core industry continues to grow steadily, and the … Read more

Artificial Intelligence Is Not the Same as Intelligence

Artificial Intelligence Is Not the Same as Intelligence

Artificial intelligence and intelligence are not the same thing. Although there is some overlap between the two, they are fundamentally different. Artificial intelligence primarily serves as a tool to help humans solve specific problems (such as playing chess, writing, assisting in analysis, etc.), while intelligence encompasses not only the ability to solve problems but also … Read more

Overview of Core Technologies in Artificial Intelligence

Overview of Core Technologies in Artificial Intelligence

1. Introduction Artificial Intelligence (AI) has been one of the hotspots in information technology development in recent years. People’s understanding of AI has evolved from initial science fiction imaginations and simple simulations to a comprehensive system of foundational technologies such as machine learning, natural language processing, and computer vision. AI has been widely applied in … Read more