The Growing Influence of RISC-V

(This article is translated from Semiconductor Engineering) There is an increasing discussion in the industry about the many benefits of the RISC-V architecture, but is it really the right starting point? While it is not without flaws, it may offer the flexibility needed for gradual progress. The development of computer architecture and software has followed … Read more

Absurd: Double First-Class Professor Fakes 20 Articles! Later Blames ‘Computer Virus’

In 2023, a professor from Henan University had 19 articles questioned on the Pubpeer website for academic misconduct, including the reuse of images. Recently, the author of one of the questioned papers responded on Pubpeer, stating that they had submitted a correction to the journal. As of now, two of the questioned articles have been … Read more

Multi-UAV Path Planning Algorithms for Various Scenarios in MATLAB

Abstract This study explores the multi-UAV path planning problem and presents a comparative analysis of three different algorithms, including Particle Swarm Optimization (PSO), Grey Wolf Optimization (GWO), and Whale Optimization Algorithm (WOA). MATLAB was used to implement multi-scenario simulation experiments to verify the performance of each algorithm in multi-UAV cooperative path planning. The experimental results … Read more

Security Risk Analysis of Large Models and Multi-Agent Systems (Part 1)

With the rapid development of artificial intelligence (AI) technology, intelligent agents (AI Agents) and multi-agent systems (Multi-Agent Systems) based on large language models (LLMs) are increasingly penetrating various application fields, from simple conversational assistants to complex autonomous decision-making systems. At the same time, the emergence of Model Context Protocols (MCP), which serve as a critical … Read more

Upgraded ‘Mind Reading’ in the Cellular World! MultiKano: A Data Augmentation Method Based on Cutting-Edge Mathematics and AI to Decode Single-Cell Multi-Omics Identity Codes

Sharing an article co-authored by Associate Professor Chen Shengquan from Nankai University and Associate Professor Yang Qingzhu from the Capital University of Physical Education and Sports, published in the journal Protein & Cell. The title is “Development of MultiKano: An Automated Cell Type Annotation Tool Based on Kolmogorov-Arnold Networks and Data Augmentation for Cell Type … Read more

Temperature Prediction Model for Traction Motors of EMUs Based on MultiCNN-GRU-ITA

Serving the Strategy of a Strong Transportation Nation Leading the Development of the Railway Industry● Click the blue text to follow us ● Serving the Strategy of a Strong Transportation Nation Leading the Development of the Railway Industry● Click the blue text to follow us ● Serving the Strategy of a Strong Transportation Nation Leading … Read more

Security Risk Analysis of Large Models and Multi-Agent Systems (Part II)

The second chapter provides an overview of the information hierarchy in Multi-Agent Systems (MAS) and the main threats corresponding to each level, along with a brief analysis of the threat propagation paths. Compared to single large model inference applications and traditional non-intelligent applications, the transmission of information between multi-agent systems, the iterative negotiation of risks, … Read more

Interpretation of Sample Code for Multi-Agent Systems

from datetime import datetime# Import the datetime module for handling date and time-related functions from mcp import StdioServerParameters, stdio_client# Import MCP (Model-Client-Protocol) related modules for client-server communication from strands import Agent, tool# Import Agent and tool decorators for creating AI agents and tool functions from strands.models import BedrockModel# Import BedrockModel for connecting to AWS Bedrock … Read more

Anthropic Claude Multi-Agent Research System Architecture

Research (or Deep Research) capabilities are an important direction in AI Agent research, and many well-known AI companies are actively exploring this area. Anthropic is no exception; Claude now possesses powerful research capabilities (https://www.anthropic.com/news/research), enabling it to search for information across the internet, Google Workspace, and various integrated services to accomplish complex tasks. Recently, Anthropic … Read more

Multi-Wordline Activation in DRAM CP Testing

Part One: Evolution of DRAM Technology and Wafer-Level Testing 1.1 Duality of DRAM Feature Size Shrinkage Dynamic Random Access Memory (DRAM) serves as the core storage component of modern computing systems, with its technological evolution consistently advancing towards high density and high performance goals. From DDR1 to DDR5, the generational iterations have seen exponential increases … Read more