【Main Content:】 01 What is an agent? Simply put, agents can be broadly categorized into three main types, each harboring significant new business opportunities. The first type is enterprise agents. They serve as an important window for companies to showcase their value, content, and image, much like a company’s website or service account in the … Read more
On August 8, 2025, OpenAI released GPT-5, a significant upgrade that redefines the boundaries of artificial intelligence capabilities. Its qualitative changes in complex reasoning, seamless multi-modal integration, and autonomous agent capabilities will reshape the AI application layer, especially exerting structural pressure on the hotly contested agent sector, presenting both opportunities and challenges. One of the … Read more
The Evolution and Development Background of AI Technology According to the analysis of Gartner’s Emerging Technology Hype Cycle, generative AI entered its explosive growth phase at the end of 2022, followed by rapid development. By the end of 2024, thanks to DeepSeek’s open-source model, low-cost localized large model solutions are being widely implemented in commercial … Read more
Top 10 Trends of AI Agents: The Next Wave of Intelligence Beyond ChatGPT! As the popularity of ChatGPT and DeepSeek continues unabated, the next revolutionary player in the AI field has quietly emerged—AI Agents. They are no longer just simple chatbots; they are “intelligent agents” capable of independent thinking, proactive execution, and even collaborative co-creation. … Read more
Author: Joey Prebys If DeFi aims to fundamentally change the financial system, why does it still have a high barrier to entry for users? As the number of wallets and TVL data continues to rise, DeFi remains a confusing experiment for many, is this meaningful adoption? True adoption goes beyond charts and statistics; it is … Read more
With the rapid development of large language models, we have entered the era of AI Agents. Building AI Agents has become one of the key cores for developing intelligent applications. OpenAI released the document titled “A Practical Guide to Building Agents” the day before yesterday, which not only summarizes the design principles of multi-agent systems … Read more
A product manager friend recently approached me with a screenshot of Genspark’s all-agents interface. “Kay,” he asked, “you have shipped so many agent features. How do you decide what to add next? How do you ensure users can keep up with all these new capabilities?“ My answer was simple: We don’t ensure it, and we … Read more
Since the era of ChatGPT, there has been a growing consensus: the core of large model applications is not an algorithmic issue, but an engineering issue. The large model itself is already in place as infrastructure; the key lies in how to solve practical problems such as memory storage, context management, tool invocation, and prompt … Read more
AI agents are mentioned in various contexts, but what exactly are AI agents? This article provides a simple and accessible interpretation for reference.An AI agent refers to an artificial intelligence system capable of autonomously executing tasks, typically possessing learning, reasoning, and decision-making abilities. These agents can operate in various fields, such as customer service, data … Read more
On July 29, 2025, CCF TF held its 168th event, themed “Enhancing Software Development Efficiency and Paradigm Reshaping Empowered by AI Agents.” This event was organized by the CCF TF R&D Efficiency SIG and featured speakers including Zhang Gang, Executive Committee Member of CCF Software Engineering, CTO of Yingmu Software Technology; Fu Jingliang, Testing Development … Read more