Agentic Mesh: The Next Direction in Agent Systems Evolution * Core Concept Definitions1. Agentic: The ability to make independent decisions to achieve goals.2. Agentic AI: Using complex reasoning and iterative planning to autonomously solve multi-step complex problems.3. Autonomous Agents: Tasks completed using Agentic AI.4. Agentic Mesh: An interconnected ecosystem that allows autonomous agents to discover, … Read more
About Agentic Security Agentic Security is a fuzz testing and security detection tool designed for LLM models, which can help researchers perform comprehensive security analysis and testing on any LLM. Please note that Agentic Security is designed as a security scanning tool, not a foolproof solution. It cannot guarantee complete protection against all potential threats. … Read more
Hello everyone! This is a channel focused on AI agents~ The AI programmer Devin, priced at $500/M, has gained popularity in the domestic internet circle in just a few days. However, feedback from users who have tried it has generally been positive, but the $500 price tag is likely mainly for enterprise use. One interesting … Read more
User Experience Recently, I had the opportunity to experience Devin, and I was quite impressed. Although I had previously used Cursor and Windsurf, which utilize the same model, theoretically capable of accomplishing similar tasks and intelligence, the experience with Devin feels different, giving a sense that AGI has already been achieved. The core difference between … Read more
Hello everyone, I am Xuan Jie. Before we dive into the main content, let me promote myself a bit. The New Year is approaching, to give back to the support from my fans the “3-Day AI Agent Project Practical Live Training Camp” originally priced at 199 yuan, is now directly reduced to 19 yuan, and … Read more
Large Language Model Agents Large Language Models (LLMs) have brought revolutionary changes in various fields. Specifically, LLMs have been developed as agents capable of interacting with the world and handling various tasks. With the continuous advancement of LLM technology, LLM agents are expected to become the next breakthrough in artificial intelligence, fundamentally transforming our daily … Read more
New Intelligence Report Editor: Run [New Intelligence Guide] A netizen publicly shared an autonomous learning agent he created. According to his vision, such an agent will rapidly evolve into an omnipotent AGI with the support of LLM, and if humans control its growth process, specific alignment will not be necessary. A netizen created an open-source … Read more
This article focuses on explaining MLA (Multi-Head Latent Attention). Note: During my learning process, I usually encounter some knowledge blind spots or inaccuracies, and I recursively learn some extended contexts. This article also interprets the background of MLH’s proposal, the problems it aims to solve, and the final effects step by step along with some … Read more