Introduction Using a diagram, a three-phase roadmap, and five key components, this article outlines the correct path for AI Agent development, guiding you from beginner to expert while avoiding common pitfalls.1. Why is 2025 the ‘Year of AI Agents’?1. It’s not a technical issue, but a cognitive one. According to a recent McKinsey report: 70% … Read more
How Technology Makes Professional Financial Services More Accessible Written by | Zhou Gongzi Edited by | Zhou Dafu In the past, discussions about “inclusive finance” were often limited to financial products. However, with the rapid advancements in AI Agents, the landscape of financial services has become clearer in terms of equity—financial services can indeed be … Read more
Background of Agentic AI The initial product form of LLM was the ChatBot led by OpenAI, supported by the Transformer architecture large language model, which initially focused on AI applications in the field of language text. LLM ChatBots have profoundly changed our work and life. With the popularization of LLM technology in toC and toB … Read more
Click the blue text to follow us Introduction: With the development of artificial intelligence technology, AI Agents have gradually become the primary means for humans to interact with large models. AI Agents can perform tasks, solve problems, and provide personalized services. Their key components include planning, memory, and tool use, making interactions more efficient and … Read more
Trend 01 Reinforcement Learning: Leading New Breakthroughs in Large Model Inference and Action Capabilities Reinforcement Learning (RL) is triggering a profound paradigm shift in the field of large language models.Currently, the application of reinforcement learning in large language models is evolving from the initial human feedback reinforcement learning (RLHF)⸺primarily aimed at aligning model outputs with … Read more
While ChatGPT is still chatting with you, the AI Agent has already booked your flight, arranged your itinerary, and even drafted your business trip report. Imagine this: you tell your phone, “I need to go to Shanghai for a business trip next Wednesday,” and the next day you receive a complete itinerary—flights and hotels booked, … Read more
Click the blue text to follow us Introduction: The “Singularity Moment” of Academic Revolution In September 2025, the State Council issued the “Opinions on Deepening the Implementation of the ‘Artificial Intelligence+’ Action Plan,” clearly defining AI Agents as the core engine for “promoting a revolutionary leap in productivity.” While the academic community is still discussing … Read more
At the forefront of the artificial intelligence wave, AI agents are rapidly becoming one of the most transformative technologies. They are no longer just programs that execute preset instructions; they are intelligent entities capable of autonomously perceiving their environment, making decisions, and taking actions to achieve specific goals. From simplifying daily tasks to handling complex … Read more
「01」Introduction This is a paper from the National Bureau of Economic Research, published in April 2025, titled “Measuring Human Leadership Skills with AI Agents.” The Harvard University team proposed using AI Agents to simulate team collaboration, allowing for low-cost and standardized assessments of individual leadership. The researchers conducted a pre-registered experiment to test whether AI … Read more
Click the blue text above to follow us AGI Nebula Factory (Longhun Nebula (Chengdu) Storage Technology Co., Ltd.) provides a comprehensive overview of the core principles of AI agents based on practical experience, from the concept of “Agentic” to the specific implementation of “AI Agent”. 01.Section: Foundational Concepts: The Paradigm Shift from “Tools” to “Agents” … Read more