Currently, the technologies related to AI Agents and their applications are undergoing rapid iteration and implementation. This dual advancement has led to many applications not reaching maturity before being impacted by continuous technological disruptions, resulting in a regression in application maturity and even a complete overhaul of business models. A deeper understanding of AI and … Read more
In the current era of accelerated evolution and widespread implementation of AI technology, Agent systems, which possess autonomous perception, reasoning, and execution capabilities, are increasingly becoming the core driver of enterprise intelligent transformation. However, the accompanying system complexity, task autonomy, and cross-domain collaboration capabilities have also triggered unprecedented security challenges and governance issues. To build … Read more
With the in-depth application of large model infrastructure and Agents, more and more organizations are reconstructing their business models and organizational structures centered around AI and AI Agents. This process will propel human society into a fully AI Agent-native intelligent era. In this context of transformation, a series of “AI-native” concepts that break traditional cognitive … Read more
AI Agent capabilities are largely hidden within the Prompt, which can be said to determine the behavioral guidelines of the agent. It serves as the agent’s “behavior guide,” defining roles, tasks, and decision-making logic. Without a good Prompt, even the strongest model is like a “headless fly”; conversely, a precise Prompt can liberate the agent … Read more
Recently, Crab has been learning about AI Agents, reading some books and purchasing online courses. However, most of them are conceptual or no-code AI Agents, while Crab needs a coded AI Agent, not one that simply configures settings using low-code platforms. What is an AI Agent? The image above illustrates the relationship of AI Agents … Read more
Today, let’s discuss what exactly an AI Agent is. Recently, the concept of intelligent agents has become quite popular, and I will share my personal understanding of it. If there are any inaccuracies, I welcome your criticism and corrections. AI refers to the artificial intelligence technologies we are familiar with today, such as ChatGPT, DeepSeek, … Read more
Click the blue text to follow us In the previous article, we introduced the interaction methods between users and LLMs, and briefly discussed multi-agent systems (the four modes of user interaction with large models (LLMs) and an introduction to multi-agent systems (MAS)). This article introduces the components of an AI Agent. Agents are complex units … Read more
This article contains 8284 words, estimated reading time is 21 minutes. · Abstract ·With the acceleration of digital transformation and the exponential increase in the complexity of cyber threats, security operation models are gradually shifting from single-product defenses and rule-driven approaches to a data-driven and AI-empowered intelligent defense era. Major cybersecurity vendors have launched their … Read more
Artificial Intelligence (AI) is spreading at an astonishing rate, like wildfire across the grasslands. In this field, Large Language Models (LLM) have emerged as a focal point of attention. Meanwhile, the concept of AI Agent is rising like a new star, sparking widespread discussion throughout the tech community and society at large. Industry experts and … Read more
Recently, the startup MainFunc, headquartered in Palo Alto, California, launched the so-called Genspark Super Agent, an autonomous system capable of rapid response, independent thinking, planning, acting, and using tools to assist users with all daily tasks.So, what is this AI Agent, and what can it specifically do?The company behind Genspark Super Agent, MainFunc, was founded … Read more