Table of Contents Direct Ethernet Connection: Flashing DietPi System to NanoPi NEO2 via Windows Network Sharing and Configuring RTL8188GU WiFi Download System Image Flash System Image Initial Setup of DietPi System Connect to NanoPi NEO2 Connect to NanoPi via Shell Tool Connect to WiFi Table of Contents Introduction Materials and Software Preparation Flashing System Image … Read more
Pillow-SIMD: The High-Speed Version of Image Processing! Pillow-SIMD is an image processing library based on Pillow, utilizing the SIMD (Single Instruction, Multiple Data) instruction set to significantly accelerate image processing. While traditional Pillow is powerful, it can be frustratingly slow when handling large images or performing complex operations. Pillow-SIMD optimizes algorithms to greatly enhance image … Read more
In an era of rapid digitalization and intelligence, companies are seeking transformation and upgrades to enhance competitiveness and efficiency. Multiway Robotics, with its leading unmanned forklift and intelligent logistics solutions,has partnered with the Fortune Global 500 company Sumitomo to successfully achieve the automation upgrade of production line logistics.. MW Project Background and Objectives Sumitomo aims … Read more
When building an agent system, the performance of a single agent always has its bottlenecks. When the complexity of tasks crosses a certain threshold, the “Multi-Agents” architecture becomes a necessary path. Claude has recently made groundbreaking attempts in the field of multi-agent research systems, fully disclosing the architectural design challenges, prompt optimization strategies, and practical … Read more
Cancer, as a highly heterogeneous disease, involves complex changes across multiple layers, including the genome, epigenome, transcriptome, proteome, and metabolome. In recent years, with the rapid development of high-throughput sequencing technologies, the integrated analysis of multi-omics data has provided unprecedented opportunities for cancer research. Deep learning (DL) technology can analyze high-dimensional datasets to discover new … Read more
MultiTalk, open-sourced by Sun Yat-sen University, Meituan, and Hong Kong University of Science and Technology, enables the generation of multi-character dialogue videos. It achieves state-of-the-art performance in synchronizing voice with lip movements and supports interactions between characters, objects, and scenes through prompts. Related Links Homepage: https://meigen-ai.github.io/multi-talk/ Code: https://github.com/MeiGen-AI/MultiTalk Paper: https://arxiv.org/abs/2505.22647 Paper Introduction In recent years, … Read more
Preface In the field of technology and product development, technological maturity is typically divided into9 levels. Recently, Professor Leigh Tesfatsion from Iowa State University in the United States proposed the concept of maturity in the design of electricity market mechanisms in several reports and papers, which includes9 levels. Levels 1-3 represent the mechanism analysis, theory, … Read more
As AI enters the “usable stage,” how can we build a truly efficient, flexible, and controllable intelligent agent system? Relying solely on a “smart large model” is clearly not enough. For genuinely complex tasks, a clearly defined “team operation” is essential. The Multi-Agent-Manus (MCP process) has emerged, which is not just a simple execution chain … Read more
On June 12, Walden Yan from Cognition just published an article titled “Don’t Build Multi-Agents”. The next day, Anthropic released a lengthy 6000-word practical summary titled “How we built our multi-agent research system”. 💥 Cognition’s Stance: Avoid Multi-Agents The core viewpoint of Cognition co-founder Walden Yan: Context fragmentation is the root cause of agent failure; … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners.Research | Multi-Agent SystemsEditor | … Read more