Exploring AI for Academic Writing: A Review of DeepSeek, ChatGPT o3, and Grok 2

Exploring AI for Academic Writing: A Review of DeepSeek, ChatGPT o3, and Grok 2

Bringing Medical Advances from the Lab to the Clinic Keywords: Artificial Intelligence; Large Language Models; Exploration The high-quality large language models developed domestically, such as DeepSeek, undoubtedly have significant potential impacts on the development of various fields. Foremost among these is language editing. Our team has been applying AI since the launch of ChatGPT, so … Read more

Prompt Engineers: Concepts, Competencies, and Growth Paths

Prompt Engineers: Concepts, Competencies, and Growth Paths

Author Introduction: Fu Jie, Postdoctoral researcher and assistant researcher at the Institute of Education, Tsinghua University, and the International Engineering Education Center of UNESCO. Funding Project: Chinese Academy of Engineering consulting research project “Research on the System Construction and Strategic Countermeasures for the Independent Training of Young Engineering and Technology Talents” (2023-HY-09). Abstract: With the … Read more

Comparing Generative AI in Academic Writing: DeepSeek, ChatGPT, and More

Comparing Generative AI in Academic Writing: DeepSeek, ChatGPT, and More

With the rapid development of artificial intelligence (AI) technology, especially the advancements in large language models (LLM), generative artificial intelligence (Generative AI) is increasingly being applied in academic writing. Recently, researchers from the University of Waterloo and other institutions published a preprint paper titled: Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, ChatGPT, … Read more

Comparing Generative AI Tools for Academic Writing

Comparing Generative AI Tools for Academic Writing

Editor丨Wang Duoyu Typesetting丨Shui Chengwen With the rapid development of artificial intelligence (AI) technology, especially the advances in large language models (LLM), generative AI is becoming increasingly widespread in academic writing. Recently, researchers from the University of Waterloo and other institutions published a preprint paper titled: Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, … Read more

Application Of Large-Scale Pre-trained Models In Quantitative Investment (Part 1)

Application Of Large-Scale Pre-trained Models In Quantitative Investment (Part 1)

Application of Large-Scale Pre-trained Models in Quantitative Investment (Part 1) Research Unit: Taiping Asset Management Co., Ltd. Project Leader: Wang Zhenzhou Project Team Members: Wang Teng, Yi Chao, Zuo Wenting, Hu Qiang, Yu Hui Abstract: This project deeply explores the application of large-scale pre-trained models in the field of quantitative investment, mainly addressing several key … Read more

Collection of 10 Outstanding Large Language Model Papers

Collection of 10 Outstanding Large Language Model Papers

Large Language Models (LLMs) are a type of artificial intelligence model designed to understand and generate human language. They are trained on vast amounts of text data and can perform a wide range of tasks, including text summarization, translation, sentiment analysis, and more. LLMs are characterized by their large scale, containing billions of parameters, which … Read more

Artificial Intelligence: What Are Large Models?

Welcome to the special winter vacation column “High-Tech Lessons for Kids” launched by Science Popularization China! As one of the cutting-edge technologies today, artificial intelligence is changing our lives at an astonishing pace. From smart voice assistants to self-driving cars, from AI painting to machine learning, it opens up a future full of infinite possibilities. … Read more

Multi-Agent Collaboration Mechanism: A Review of Large Language Models

Multi-Agent Collaboration Mechanism: A Review of Large Language Models

Source: ZHUAN ZHI This article is approximately 6000 words long and suggests a reading time of 12 minutes. This article provides a comprehensive overview of collaboration in multi-agent systems and proposes a scalable framework to guide future research. With the latest advancements in large language models (LLMs), Agentic Artificial Intelligence (Agentic AI) has made significant … Read more

In-Depth Analysis of ChatGPT’s Development, Principles, Architecture, and Future

In-Depth Analysis of ChatGPT's Development, Principles, Architecture, and Future

Source: Dolphin Data Science Laboratory This article is approximately 6000 words and is recommended for a 12-minute read. This is a deep technical popular science and interpretation article, without excessive technical terms. [ Introduction ] The author of this article is Dr. Chen Wei, who previously served as the chief scientist of a Huawei-affiliated natural … Read more

Comprehensive Summary of Large Language Model Evaluation Methods

Comprehensive Summary of Large Language Model Evaluation Methods

Source: Algorithm Advancement This article is approximately 8900 words long and is recommended to be read in 9 minutes. This article comprehensively introduces evaluation methods for large language models. Since the introduction of the Transformer model in 2017, research in natural language processing has gradually shifted towards pre-trained models based on this framework, such as … Read more