From “Deep Blue” to AlphaGo, and now to ChatGPT, the artificial intelligence industry has experienced ups and downs for decades. ChatGPT has sparked heated discussions in the internet and global markets, accompanied by major signals from domestic and international internet giants such as Google, Meta, and Baidu, increasing public curiosity and expectations for “AI.” What … Read more
In an era of rapid technological development, we are ushering in a brand new way of working—the Super Individual Era. In this era, individuals can independently complete various tasks in enterprise operations with the help of powerful AI tools and technologies, in ways never before possible. This change has given rise to the concept of … Read more
The recently released “Agent White Paper” has sparked widespread attention. https://www.kaggle.com/whitepaper-agents Chinese Version https://arthurchiao.art/blog/ai-agent-white-paper-zh/ This report delves into the concept, capabilities, and future development of AI agents. However, amidst the excitement, we have also discovered some misconceptions about agents. Today, we will discuss five areas regarding AI agents that are most easily misunderstood, based on … Read more
Machine Heart Column Machine Heart Editorial Team Case-based reasoning empowers large model agents to tackle automated data science tasks. Teams from Jilin University, Shanghai Jiao Tong University, and Wang Jun’s team have released a framework focused on data science called DS-Agent. In the era of big data, data science encompasses the entire cycle of extracting … Read more
In this age of information explosion, tutorial writing has become an important skill. Whether it’s technical sharing, knowledge dissemination, or education and training, high-quality tutorials can bring great value to users. Today, we will teach you step by step how to create a tutorial writing agent using the Zigent framework, allowing it to automatically generate … Read more
This is the 461st original article by Chaozi. The combination of AI agents and large models opens up vast possibilities. Recent research on AI has led us to a key value point: building an agent tailored to you and your industry. I shared these research thoughts with some friends and realized I still hadn’t explained … Read more
With the rapid development of artificial intelligence technology, AI Agents based on Large Language Models (LLMs) have gradually become an important component of intelligent systems. These agents can not only simulate human intelligent behavior but also autonomously perceive, reason, and make decisions in complex environments. This article will detail the role and importance of LLMs … Read more
Since April, I have been tracking the development of security startups, particularly in the areas related to agents and agent workflows. At that time, there were only a handful of security companies researching the concept of agents and making tangible progress. In just over six months, I have seen a significant increase in newly established … Read more
Agentic AI, a new type of artificial intelligence with autonomy, is revolutionizing various industries. It can not only execute preset tasks but also think and make decisions proactively like a human, significantly enhancing work efficiency and decision-making quality. Experts say that artificial intelligence agents【(Artificial Intelligence Agent), also known as agents, are software or hardware entities … Read more
Here is a detailed 5000-word summary of the article “Agentic AI vs Generative AI: Everything You Need to Know”. Introduction The article begins with a quote from Alphabet CEO Sundar Pichai, emphasizing the importance of Artificial Intelligence (AI) and presenting a significant discussion in the current AI field: Agentic AI vs Generative AI. These two … Read more