Year: 2025

How We Built Our Multi-Agent Research System

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How We Built Our Multi-Agent Research System

Recently, there have been two interesting articles about Multi-agent systems that are worth checking out. https://www.anthropic.com/engineering/built-multi-agent-research-system https://cognition.ai/blog/dont-build-multi-agents#applying-the-principles On June 13, 2026, Anthropic released “How We Built Our Multi-Agent Research System,” sharing the engineering challenges encountered in building multi-agent systems and the lessons learned. Claude now possesses Research capabilities, enabling it to perform complex tasks through … Read more

Practical Implementation of Multi-Agent Systems in Healthcare

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Practical Implementation of Multi-Agent Systems in Healthcare

I have been following the practical implementation of multi-agent systems in healthcare, and today I came across a multi-agent project: Smart Health Agent, which has a high level of code completion and represents a realistic approach to multi-agent systems. I would like to share some of my observations and judgments based on this project. 1️⃣ … Read more

To Use or Not to Use Multi-Agents? The Ultimate Question Ignited by Anthropic and Devin

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To Use or Not to Use Multi-Agents? The Ultimate Question Ignited by Anthropic and Devin

Recently, an interesting event occurred in the AI community. The protagonists are two major players in the AI field: one is Anthropic, which released Claude, and the other is Cognition AI, which became globally popular with its first AI programmer, Devin. Just in the past few days, it seems these two companies have coordinated to … Read more

Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

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Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

Research: Multi-Agent Systems, Editor: PaperAgent In multi-agent systems (MAS: multi-agent systems), designing effective prompts and topologies poses challenges, as individual agents may be sensitive to prompts, and manually designing topologies requires extensive experimentation. Paper link: https://arxiv.org/pdf/2502.02533 Paper Title: Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies To automate the entire design process, Google & … Read more

Tool Series: Installation of ISE 14.7 and Compatibility Settings for Windows 10

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Tool Series: Installation of ISE 14.7 and Compatibility Settings for Windows 10

Hello FPGA enthusiasts, it’s great to see you again. Today, I bring you the tool series – Installation of ISE 14.7 and compatibility settings for Windows 10. ISE, as the previous generation EDA development tool from Xilinx (the predecessor of Vivado), has reached its historical end with the final version being 14.7. Starting from the … Read more

MA NPU Specifications and Features

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MA NPU Specifications and Features

· Intel i5 4590 processor, 4GB memory, Kingston 120GB SSD system hard drive · Real-time calculation, can control up to 4,096 control parameters simultaneously · Comes with 8 DMX512 output ports · Built-in 1 7-inch TFT touch screen · 1 Gigabit Ethernet port · 2 USB 2.0 connection ports · 2 fast power plugs cascaded … Read more

Embedded Software Testing Report

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Embedded Software Testing Report

1. Report Title and Basic Information Title: Clearly labeled as an Embedded Software Testing Report (e.g., “XXX Embedded System Testing Report”). Version Information: Software version under test, hardware platform model, testing tool version. Author: Test lead, engineers involved in testing. Date: Start and end dates of testing. Reviewer: Personnel reviewing the report (e.g., project manager … Read more

Regularized Cone Sample Covariance Matrix with Matlab Code

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Regularized Cone Sample Covariance Matrix with Matlab Code

✅ Author Profile: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, obtaining complete code, reproducing papers, and scientific simulation. 🍎 Previous Reviews: Follow my personal homepage:Matlab Research Studio 🍊 Personal Motto: Investigate to gain knowledge, complete Matlab code and simulation consultation available via private message. 🔥 Content Introduction … Read more

MATLAB Basic Practices

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MATLAB Basic Practices

MATLAB Basic Practices 1. Basic Operations in MATLAB 1.1 MATLAB Interface 1.2 Common MATLAB Commands 1.3 Numerical, Comparison, and Logical Operations 1.4 M-files 1.5 Live Scripts and Live Editor 1.6 Step Signals and Impulse Signals 2. MATLAB Plotting 2.1 Basic Plotting 2.2 Handle Graphics 2.3 Interactive Plotting some topics 3. Time Domain Analysis of Continuous-Time … Read more

Proteus 8.13 Download and Installation Guide

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Proteus 8.13 Download and Installation Guide

Download Software 1. Software Name:Proteus 2. Software Version: 8.133. Software Size: 449 MB4. System Requirements: Windows 7/Windows 10/Windows 11 (64-bit system) 5.Download link from Quark Cloud Disk: https://pan.quark.cn/s/e72f8befd7ad Access Quark on mobile to get 1TB of free space It is recommended to save the resources first and then download. This prevents data loss and reminds … Read more