Enhancement Techniques for Large Model Retrieval (RAG)

Enhancement Techniques for Large Model Retrieval (RAG)

Click the bottom “Read Original” to browse the detailed content of “CCF Digital Focus” Issue 48 Editor’s Note Large language models (LLMs) still face many challenges when dealing with domain-specific or knowledge-intensive tasks, such as generating hallucinations, outdated knowledge, and opaque, untraceable reasoning processes. Retrieval-Augmented Generation (RAG) technology has emerged to address these issues. RAG … Read more

Exploring Ethical Computation in AI by Northwestern Polytechnical University

Exploring Ethical Computation in AI by Northwestern Polytechnical University

Machine Heart Column Machine Heart Editorial Team Large models driven by artificial intelligence are entering our lives, from intelligent chess players to intelligent surgical robots, and the application scenarios of AI are gradually involving safety areas such as human health and privacy. How can we ensure that AI adheres to ethical orders to better serve … Read more

The Future of Citizen Science: Empowering Public Academia with AI

The Future of Citizen Science: Empowering Public Academia with AI

The Past Barriers: Why Citizen Academia Struggles In the past, engaging in academic research often presented various barriers to the public. Academic research seemed like an insurmountable mountain, blocking the path of many ordinary people. The reasons for this can be summarized as follows: 1. Difficulty in Accessing Academic Literature Before the internet became widespread, … Read more

How to Address Uncontrollable AI Hallucinations

How to Address Uncontrollable AI Hallucinations

Click the “Turing Artificial Intelligence” above, and select the “Star” public account Get the AI insights you want, delivered first-hand Copyright Statement Reprinted from Technology Generation Qian Gaoyuan, copyright belongs to the original author, used for academic sharing only AI Hallucinations Can’t Be Stopped, But These Technologies Can Mitigate Their Damage Developers have ways to … Read more

Zhang Zheng’s Speech: Thinking Like Renaissance Scholars in the AI Era

Zhang Zheng's Speech: Thinking Like Renaissance Scholars in the AI Era

Click on the “Turing Artificial Intelligence“, select “Star” public account AI insights you want to know will be delivered to you promptly Copyright Statement Reprinted from Knowledgeable, copyright belongs to the original author, only for academic sharing The New Year Science Lecture of the Zhishi Research Society Introduction Human beings have complex emotions towards technological … Read more

New Advances in AI for Drug Generation: Integrating Pharmacokinetics and Quantitative Systems Pharmacology

New Advances in AI for Drug Generation: Integrating Pharmacokinetics and Quantitative Systems Pharmacology

———————————— Exclusive compilation, unauthorized use will be pursued Introduction In today’s wave of new drug development, AI (Artificial Intelligence) technology is continuously breaking through, from early virtual screening to today’s molecular generation models, significantly improving the efficiency of drug discovery. We all know that one of the key reasons for drug failure is pharmacodynamics (PD) … Read more

Conceptual Clarification of AI Agents

Conceptual Clarification of AI Agents

1. On January 24, 2025, before the market opened, OpenAI released its first agent, Operator, which can accurately understand instructions and autonomously complete various tasks. 2. On the morning of January 23, 2025, Huawei’s Yu Chengdong revealed in a video that a new app called Xiaoyi will be launched in the new year, which includes … Read more

How Voice Recognition Technology Breaks Through? Sogou’s Path of Audio-Visual Integration

How Voice Recognition Technology Breaks Through? Sogou's Path of Audio-Visual Integration

Highlights: Multimodal recognition makes further progress, Sogou collaborates with Tsinghua University to integrate audio and visual information, enhancing the effectiveness of voice recognition, with the paper included in ICASSP 2019. There is a virtual assistant (girlfriend) like in the sci-fi movie “Her”, which reflects people’s beautiful vision of artificial intelligence, even though that day may … Read more

Voice Recognition: Speak Instead of Type

Voice Recognition: Speak Instead of Type

For a long time, voice assistants, voice search, or any voice-related features on mobile phones seemed to be merely decorative. This is not because their results are not intelligent, but rather because they often fail to accurately understand what we say. The maturity of voice technology hinges on how accurately voice recognition can identify speech. … Read more

Unveiling Voice Recognition: How WeChat Understands You

Unveiling Voice Recognition: How WeChat Understands You

Editor’s Note: This is the first issue of ‘Tech Box’, aiming to share the stories behind WeChat products in an engaging and lighthearted manner. Since 1972, when a lonely programmer typed the first “hello world” on a computer, the communication and dialogue between humans and artificial intelligence have never ceased. Can humans really teach cold … Read more