Microsoft’s Phi-4: A Game Changer in Language Models

Microsoft's Phi-4: A Game Changer in Language Models

Microsoft recently released its latest language model Phi-4, which has been open-sourced on Hugging Face, attracting widespread attention. Although Phi-4 is smaller in scale, it is powerful and outperforms larger competitors in reasoning tasks. Overview of the Phi-4 Model Phi-4 is a small language model (SLM) developed by Microsoft Research with 14 billion parameters, focusing … Read more

Microsoft Open Sources The Phi Series: Technological Evolution, Capability Breakthroughs, And Future Prospects

Microsoft Open Sources The Phi Series: Technological Evolution, Capability Breakthroughs, And Future Prospects

Microsoft Open Sources The Phi Series: Technological Evolution, Capability Breakthroughs, And Future Prospects 1. Introduction In recent years, the parameter scale of large language models (LLMs) has shown an exponential growth trend, demonstrating strong general intelligence and achieving groundbreaking progress in numerous natural language processing tasks. However, these large models come with high training costs, … Read more

Exploring Mistral-Large and Its Collaboration with Microsoft

Exploring Mistral-Large and Its Collaboration with Microsoft

1. Mistral and Microsoft’s Collaboration Recently, Microsoft announced a collaboration with Mistral AI, which has attracted considerable attention from industry insiders. The partnership focuses on three core areas: Supercomputing Infrastructure: Microsoft will support Mistral AI through Azure AI supercomputing infrastructure, providing top-tier performance and scale for the training and inference workloads of Mistral AI’s flagship … Read more

Five Agentic AI Frameworks Changing the AI Landscape in 2025

Five Agentic AI Frameworks Changing the AI Landscape in 2025

Five Agentic AI Frameworks Changing the AI Landscape in 2025 📖 Reading Time: 10 minutes 🕙 Published on: 2025-01-12 “ Recent Hot Article: The Most Comprehensive Intuitive Explanation of Neural Network Mathematical Principles (Code and Formulas) Follow our column content on Zhihu and WeChat public accounts LLM Architecture Column Zhihu LLM Column Zhihu【Boqi】 Public Account【Boqi … Read more

Applications of Agentic AI in Customer Service

Applications of Agentic AI in Customer Service

Agentic AI is an artificial intelligence system that can act autonomously, make decisions, and take actions towards specific goals. The main model of “traditional” AI primarily reacts to direct commands. In contrast, Agentic AI has the capability to independently analyze situations, determine its responses, and evolve from feedback. It represents the next frontier of AI, … Read more

Conceptual Clarification of AI Agents

Conceptual Clarification of AI Agents

1. On January 24, 2025, before the market opened, OpenAI released its first agent, Operator, which can accurately understand instructions and autonomously complete various tasks. 2. On the morning of January 23, 2025, Huawei’s Yu Chengdong revealed in a video that a new app called Xiaoyi will be launched in the new year, which includes … Read more

Microsoft Copilot: The AI Assistant for Windows 11

Microsoft Copilot: The AI Assistant for Windows 11

The AI integrated into Microsoft Windows 11 24H2 comes with the built-in Copilot in the Edge browser. I tried making a few images with this feature. It may not be as open as domestic alternatives, but at least it is free. Keywords: Japan, earthquake, fire, tsunami, war. Check out these images; Microsoft is quite intelligent, … Read more

Microsoft’s Official Guide to Advanced Prompt Engineering

Microsoft's Official Guide to Advanced Prompt Engineering

Selected from Microsoft Blog Translated by Machine Heart Machine Heart Editorial Team With large models available, the next step is to design the Prompt. In recent months, large models like ChatGPT and GPT-4 have been released. These models exhibit powerful emergent capabilities, but the results generated by the models can be random, varying in quality, … Read more

Microsoft Multi-Agent Collaboration Framework: Magentic-One

Microsoft Multi-Agent Collaboration Framework: Magentic-One

Recently, Microsoft Research released a paper discussing an innovative multi-agent collaboration framework: Magentic-One. It is a general-purpose agent system designed to efficiently handle complex workflows by coordinating multiple dedicated AI agents. The system architecture of Magnetic-One is as follows, where the red part represents the brain of the entire framework, the Orchestrator, responsible for task … Read more

Microsoft’s Magentic-One: A Revolutionary Open-Source Framework

Microsoft's Magentic-One: A Revolutionary Open-Source Framework

With the rapid development of large models and agent-related technologies, major tech companies are quickly entering the multi-agent era, aiming to help humans handle complex tasks and free up their hands! Microsoft has recently launched the Magentic-One multi-agent framework, built on AotoGen, which not only can converse with humans but also can control computers to … Read more