Algorithm Origin In cognitive science, human brain thinking is divided into three basic modes: logical thinking, intuitive thinking, and inspirational thinking. The neural network uses its algorithm characteristics to simulate the second mode of human brain thinking. It is a nonlinear dynamic system characterized by distributed information storage and parallel collaborative processing. Although the structure … Read more
To be honest, this is an article I should have written long ago, and I don’t know why I have procrastinated for so long. But it seems that my readers have never urged me to write such an article, which has provided a good reason for my delay. Why do I say I should have … Read more
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 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
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 📖 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
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
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
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
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