Why Are Chips So Important?

Why Are Chips So Important?

Click the title below “Guo Xin Nan Fang” for quick attention Source: Semiconductor Industry Observation (ID: icbank) Computer chips are the engine room of the digital economy, and their ever-growing capabilities are driving the development of technologies such as artificial intelligence, which are expected to transform multiple industries. Their critical role was highlighted when the … Read more

6 Key Technologies in Artificial Intelligence Applications Explained

6 Key Technologies in Artificial Intelligence Applications Explained

Introduction: In China’s “Artificial Intelligence Standardization White Paper (2018)”, a definition of artificial intelligence is given: “Artificial intelligence is the theory, methods, technologies, and application systems that utilize digital computers or machines controlled by digital computers to simulate, extend, and enhance human intelligence, perceive the environment, acquire knowledge, and use knowledge to achieve optimal results.”“ … Read more

Time, Information, and AI: Future of Large Models from Information Dynamics Perspective

Time, Information, and AI: Future of Large Models from Information Dynamics Perspective

Introduction In recent years, artificial intelligence (AI) large language models have made rapid advancements, and the impact of AI on human society has expanded to an unprecedented extent. This article discusses some immature insights into the AI revolution brought by large language models from two physics-related perspectives—information and time scales. It first reviews the basic … Read more

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering domestic and foreign NLP master’s and doctoral students, university teachers, and enterprise researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at … Read more

Exploring AI Technology’s Industry Transformation and Future Potential

Exploring AI Technology's Industry Transformation and Future Potential

Artificial Intelligence Industry Practice AI: Artificial Intelligence Industry Transformation and Future Potential of Technology Artificial intelligence, once the distant fantasy of humanity, has now quietly become a reality in our daily lives. It is both a calm computation, and a warm thread we seek among the data. Some say it is the cold rationality of … Read more

Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

One of the hot topics at the forefront of academic discussions both domestically and internationally is undoubtedly the comprehensive exploration of issues related to big data and artificial intelligence (AI), such as neural networks, deep learning, algorithmic bias, machine ethics, and robot emotions, all of which are receiving significant attention. The related research is in … Read more

Key Directions for AI Agents in the Era of Large Models

Key Directions for AI Agents in the Era of Large Models

This article is approximately 3200 words long and is recommended for an 8-minute read. This article will outline the key points related to the large language model (LLM) Agent and discuss the important directions for AI Agents in the era of large models. As large language models mature, various AI Agents based on them are … Read more

Artificial Intelligence: A Major Energy Consumer, But What About Human Intelligence?

Artificial Intelligence: A Major Energy Consumer, But What About Human Intelligence?

Recently, OpenAI’s CEO Sam Altman claimed that the limiting factor for the future development of AI will be energy, and therefore, there is an urgent need to develop nuclear fusion. In fact, as early as 2021, he invested $375 million in a nuclear fusion company, which recently stated that its first power plant is expected … Read more

Governance of AI: The Need for Sovereign AI

Governance of AI: The Need for Sovereign AI

Click the blue text Follow us Shen Xiangyang Chairman of the Board of Hong Kong University of Science and Technology, Foreign Member of the National Academy of Engineering, USA On September 5, 2024, the internationally renowned Inclusion Bund Conference was grandly held in Shanghai. In the keynote speech at this conference, Shen Xiangyang, Chairman of … Read more

Exploring Intelligent Agents with Professor Andrew Ng

Exploring Intelligent Agents with Professor Andrew Ng

Book Giveaway at the End The Expert Created a Translation Agent Leading figure in the field of artificial intelligence, Stanford University professor Andrew Ng, recently released an open-source project for a machine translation intelligent agent — translation-agent. This project implements a large model translation application based on a reflective workflow. Currently, this project has already … Read more