💡One-Sentence Introduction: While the entire industry celebrates the arrival of autonomous agents, 95% of enterprise AI applications still rely on traditional workflows. Behind this massive “agent hype” lies a neglected truth. Part.01 Introduction: The Wrapped Truth The AI industry in 2025 is playing out a peculiar contradiction. Industry headlines are touting autonomous agents as the … Read more
Gene: Goodness • Gratitude • Love • DedicationMission: To help every post-MBA/EMBA growVision: To become the most valuable platform for learning sharing and resource integrationPurpose: Mutual benefit, harmony, and happiness 3604 words | 6 minutes readingSource: Chaos Academy This report includes six major predictions for 2026, a comprehensive overview of the AI Agent ecosystem (understanding … Read more
With the rise of the Model Context Protocol (MCP) ecosystem, an Assistant may be supported by hundreds of tools/sub-Agents. Stuffing all tool descriptions into the Prompt? → Starting at 4,600+ tokens, which is painfully expensive. Selecting an Agent before choosing tools? → Coarse-grained descriptions often bury “hidden treasure tools”. Using only a single tool? → … Read more
The wave of layoffs in Silicon Valley tech companies has reached domestic shores. Two weeks ago, the heat of layoffs at tech giants like Meta, OpenAI, and Microsoft had not yet dissipated, and leading domestic tech companies have already extended their reach to customer service, branding, technology, sales, and other positions. A former colleague of … Read more
Abstract: Logistics companies face the dual challenges of rising labor costs and efficiency bottlenecks. DHL has implemented AI Agents for automated processing across three channels: email, voice, and chat, following an 18-month rigorous pilot. Industry data indicates that logistics AI automation can reduce costs by 15-20% (McKinsey research). This article dissects DHL’s three-phase approach from … Read more
Recently, the focus of the cryptocurrency market has been reignited by a new concept—the x402 protocol and its ecological tokens. According to statistics from several blockchain data platforms, since mid-October, trading activities related to x402 have experienced unprecedented explosive growth. In just one week, the number of transactions processed by this protocol surged from less … Read more
AI-Agent is like breaking down large models into smaller details, decomposing them into independent intelligent agents, similar to how biological organisms are composed of individual cells, where each cell contains genes. To be more precise: each cell carries the genes of the entire organism, all embodying a holographic image within the agent. Each AI-Agent intelligent … Read more
🚀 AITurbo Focused on Enterprise AI Innovation | Technical Insights | Practical Implementation Providing in-depth analysis and cutting-edge perspectives for AI applications👆 Click to follow for more AI news 🌟 Introduction: Beyond “Conversation”, the Practical Evolution of AI Agents Roland Berger, in its report “Five Major Trends in the Generative AI Market in China by … Read more
When AI Starts to Act, Security Issues Arise I recently attended a lecture on AI security, presented by Dawn Song from Berkeley. I found it quite enlightening; I used to think of AI as just a chatting tool, but now I realize that once AI is tasked with real actions, the security issues become significantly … Read more
“Google DeepMind’s research published at ICML this year, titled ‘General Agents Contain World Models’, proves a key conclusion: all agents capable of successfully handling complex, multi-step tasks must possess some form of a ‘world model’, which is an accurate understanding of the operational rules of their environment. The study further finds that the stronger the … Read more