Workflow
周鸿祎眼中的智能体:大模型的“手和脚”

Core Viewpoint - The ISC.AI 2025 conference emphasizes the transition from large models to intelligent agents, highlighting their potential to revolutionize the AI industry and improve business operations [3][4][5]. Group 1: Conference Highlights - The theme of ISC.AI 2025 is "All in Agent," indicating a focus on intelligent agents as the next direction for the AI industry [4]. - Zhou Hongyi, founder of 360, stresses that intelligent agents can replace traditional business processes and are essential for countering automated attacks from hackers using multiple agents [4][6]. - The conference showcased the advancements in intelligent agents, which are seen as more effective than large models in practical applications [5][6]. Group 2: Intelligent Agents Development - Intelligent agents are categorized into four levels: L1 (chat assistants), L2 (low-code workflow agents), L3 (reasoning agents), and L4 (multi-agent swarms) [7]. - The current capabilities of intelligent agents allow them to perform tasks with greater efficiency compared to human efforts, such as threat detection and incident management [6][7]. - Zhou notes that while intelligent agents are powerful, they require deep industry knowledge to be effective, and a universal agent is currently unattainable [6][7]. Group 3: Industry Challenges and Future Directions - The emergence of "intelligent agent hackers" poses a new challenge, as they can automate attacks, increasing the risk of cyber warfare [7]. - The integration of AI technology with digital security is crucial, with a focus on collaborative model development and proactive immune systems [7].