AI Agent

AI Agents: The Productivity Uncompressor

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AI Agents: The Productivity Uncompressor

An Agent is an application that integrates perception, decision-making, memory, and execution, with practical implementation and multi-Agent collaboration becoming core competitive advantages. The AI Agent is an autonomous system with full-chain capabilities from environmental perception to decision reasoning to action execution. Its core features include: autonomy (closed-loop operation without human intervention, such as automatically adjusting … Read more

AI Agent: Your Invisible Intelligent Assistant (Series Introduction)

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AI Agent: Your Invisible Intelligent Assistant (Series Introduction)

Good morning! Your smart speaker broadcasts the weather and news on time; On your commute, the navigation app helps you avoid traffic; During lunch break, the news app pushes articles that interest you; When you get home, the air conditioner automatically adjusts to a comfortable temperature… These seemingly independent “smart moments” are actually illuminated by … Read more

A Beginner’s Guide to AI Agents: From Principles to Applications

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A Beginner's Guide to AI Agents: From Principles to Applications

Click the blue textFollow us As we enter 2025, tech leaders like Jensen Huang from NVIDIA, Sam Altman from OpenAI, and Andrew Ng, a prominent figure in machine learning, frequently mention a hot term: AI Agent. Companies such as Microsoft, Google, Tencent, ByteDance, and Alibaba have repeatedly stated that AI Agents are the most noteworthy … Read more

A New Revolution in Cost Accounting: How AI Agents Make Business Costs Transparent

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A New Revolution in Cost Accounting: How AI Agents Make Business Costs Transparent

In today’s fiercely competitive business world, cost accounting serves as the “compass” for enterprise operations. Accurate cost accounting helps businesses make informed decisions and manage every expense effectively. However, traditional cost accounting methods are not only time-consuming but also prone to human error. Now, a new revolution in cost accounting is quietly emerging — the … Read more

What is an AI Agent? The Ultimate Guide to Core Architecture, Key Applications, and Future Trends

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What is an AI Agent? The Ultimate Guide to Core Architecture, Key Applications, and Future Trends

At the forefront of the artificial intelligence wave, following the stunning debut of large language models (LLMs) like GPT-4, a more disruptive concept is rapidly moving from the background to the forefront—AI Agents. As highlighted in several forward-looking reports by various tech media, AI Agents are widely regarded as the “next battlefield after large models.” … Read more

Getting Started with AI Agents: More Than Just Chatting, Your First Smart Partner Guide

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Getting Started with AI Agents: More Than Just Chatting, Your First Smart Partner Guide

Introduction: Have you ever fantasized about having a personal assistant like “Jarvis” from Iron Man? One that not only chats with you but also proactively handles your emails, plans trips, analyzes data, and even completes complex work tasks? This fantasy is becoming a reality with a technology called AI Agent (Artificial Intelligence Agent). This article … Read more

WAIC Observation | The AI Agent Trend is Here, Teslion Selected for the Value Application Report of Intelligent Agents

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WAIC Observation | The AI Agent Trend is Here, Teslion Selected for the Value Application Report of Intelligent Agents

TERMINUS With the wave of AIGC (Generative Artificial Intelligence) sweeping the globe, the evolution of technology is moving from simple content generation to a deeper “AI Agent” revolution. This is not only a technological iteration but also a disruptive revolution in productivity paradigms. Against this backdrop, at the 2025 World Artificial Intelligence Conference (WAIC 2025), … Read more

Initial Experience with AI Agents: Why Large Models Evolve into Intelligent Agents?

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Initial Experience with AI Agents: Why Large Models Evolve into Intelligent Agents?

In the past two years, a trend has emerged: the buzzword in artificial intelligence is gradually shifting from “large models” to “AI Agents”. If large models are like a “smart brain”, then AI Agents resemble “assistants that can think independently and take action”. So, what exactly is an AI Agent? Why is it the inevitable … Read more

Peking University Bulletin 11: Insights and Future Prospects of AI+Agent and Agentic+AI Principles and Applications

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Peking University Bulletin 11: Insights and Future Prospects of AI+Agent and Agentic+AI Principles and Applications

The Essence of AI Agents An AI Agent is an intelligent entity equipped withenvironmental perception, intelligent decision-making, andautonomous action capabilities. Its core characteristics include: Autonomy: Making decisions, planning steps, and executing based on goals Continuous Environmental Interaction: Operating continuously in dynamic environments and adapting to changes Complex Task Handling: Breaking down grand objectives into executable … Read more

AI Agents and Agentic AI: Principles, Applications, Challenges, and Future Prospects

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AI Agents and Agentic AI: Principles, Applications, Challenges, and Future Prospects

Introduction: This afternoon, I arranged to have tea with Wu Da Si Ge and Li Huizhang from Wuhan Textile University. While waiting for them to arrive, I would like to share some of my personal thoughts on the currently popular concept of AI Agents. 1. Differences between AI Agents and Agentic AI. They are two … Read more