Insights

AI Agents have become one of the most popular tech trends of 2024, but they are still pretty new and require a lot of improvement. This year we saw an outstanding research and improvements in agents that even made us rethink the overall concept. From Frameworks to Surveys, we have categorized the list this year as there was a great number of novel research papers coming from top companies and Universities. Let’s take a look at our collection of research papers that made AI Agents even more interesting this year: Frameworks: 1. Magentic-One by Microsoft Magentic-One is an updated version of Microsoft’s Autogen framework, designed to create a generalist multi-agent system for solving open-ended web and file-based tasks across various domains. Key features: Multi-agent architecture for handling complex tasks Ability to process web and file-based inputs Generalist approach for versatility across domains The system likely employs a coordinated set of specialized agents, each focusing