Artificial Intelligence | The 5 Levels of Agent AI Systems: From Simple Responses to Autonomous Decision-Making
The 5 Levels of Agent AI Systems
AI Systems
A Comprehensive Review of the Technological Evolution of Large Multimodal Reasoning Models: From Modular Architectures to Native Reasoning Capabilities
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
A Comprehensive Review of the Technological Evolution of Large Multimodal Reasoning Models: From Modular Architectures to Native Reasoning Capabilities
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
AI Multi-Agents: A New Era of Intelligent Collaboration, Are You Ready?
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