Using multi-agent collaboration to construct research and design projects is already a mature technology. Recently, Tiger Sir utilized relevant technologies to create his own AI world. Below, we will analyze this framework in detail from an engineering practice perspective. The overall framework is built using a microservice containerized deployment method that separates the front and … Read more
Unmanned Aerial Vehicles (UAVs) and robotic forces (such as Unmanned Ground Vehicles (UGVs) and Unmanned Underwater Vehicles (UUVs)) are utilized in modern warfare for reconnaissance, strikes, logistics, and electronic warfare. Below is an overview of the capabilities of various parties in this field: Russia:Drone Capabilities:Russia has extensively used drones in the Russia-Ukraine conflict, such as … Read more
本文共5000字，建议阅读10分钟该研究对大型多模态推理模型的技术发展进行了系统性梳理与分析。 This study systematically reviews and analyzes the technological development of Large Multimodal Reasoning Models (LMRMs). The research outlines the evolution of this field from early modular, perception-driven architectures to unified, language-centered frameworks, and introduces the cutting-edge concept of Native Large Multimodal Reasoning Models (N-LMRMs). The paper constructs a structured roadmap for the development of … Read more
The 5 Levels of Agent AI Systems
This study systematically reviews and analyzes the technological development of Large Multimodal Reasoning Models (LMRMs). It outlines the evolution of the field from early modular, perception-driven architectures to unified, language-centric frameworks, and introduces the cutting-edge concept of Native Large Multimodal Reasoning Models (N-LMRMs). The paper constructs a structured roadmap for the development of multimodal reasoning, … Read more
Source: DeepHub IMBA This article has 5000 words and is recommended for a 10-minute read. This study systematically reviews and analyzes the technological development of large multimodal reasoning models. This study systematically reviews and analyzes the technological development of Large Multimodal Reasoning Models (LMRMs). The research summarizes the evolution of the field from early modular, … Read more
With the rapid development of artificial intelligence technology, Multi-Agent AI systems are gradually becoming a key force driving business innovation and efficiency improvement. In this article, we will delve into the concept of Multi-Agent AI systems, the steps to build them, the choice of technology stack, and why they are the trend of the future … Read more