Year: 2025

Bilateral Rehabilitation System Using Bilateral or Unilateral Assistive Robots Developed by Kagawa University Research Team

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Bilateral Rehabilitation System Using Bilateral or Unilateral Assistive Robots Developed by Kagawa University Research Team

To treat hemiplegic patients with unilateral paralysis, a bilateral rehabilitation system using bilateral or unilateral assistive robots has been developed. However, the challenge of promoting coordination between bilateral limbs with flexible robot assistance remains to be addressed.The research team at Kagawa University has published an academic paper titled “An EMG-Based Biomimetic Variable Stiffness Modulation Strategy … Read more

Multi-channel Recall: Enabling AI to Walk on Multiple Legs

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Multi-channel Recall: Enabling AI to Walk on Multiple Legs

Multi-channel Recall can be understood as a “broad net, multi-angle” information retrieval strategy. Its core idea is: no longer relying on a single method to find answers or recommend content, but rather using various different methods or channels to collect potentially relevant results, ultimately integrating these results to enhance accuracy and diversity. What is Multi-channel … Read more

Breaking the Limits of LLM Capabilities with MultiAgent! Integrating Insights from Different Large Models

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Breaking the Limits of LLM Capabilities with MultiAgent! Integrating Insights from Different Large Models

Imagine a scenario: ChatGPT, Bard, and Claude2 are gathered around a virtual round table, arguing fiercely over a math problem. The ReConcile framework proposed by the UNC team simulates a “round table conference” approach, allowing different LLM agents to persuade each other, correct answers, and reach a better consensus through confidence-weighted voting. Traditional multi-agent debates … Read more

MultiPost: One-Click Content Publishing for 10+ Platforms! This Free Open-Source Browser Extension Doubles Content Creation Efficiency

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MultiPost: One-Click Content Publishing for 10+ Platforms! This Free Open-Source Browser Extension Doubles Content Creation Efficiency

Click the blue text to follow us Project Overview MultiPost is an open-source browser extension designed for content creators, supporting one-click synchronization of text, images, videos, and other content to over 10 mainstream social platforms such as Zhihu, Weibo, Xiaohongshu, and Douyin. No registration or API key is required, it is completely free and cross-platform … Read more

Multi-Grade Deep Learning | Ji Bo Lecture Series Issue 77

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Multi-Grade Deep Learning | Ji Bo Lecture Series Issue 77

✦ Lecture Information ✦ Lecture Content Summary The remarkable success of deep learning is widely recognized, yet its training process remains a black box. Standard deep learning relies on a single-grade approach, where a deep neural network (DNN) is trained end-to-end by solving a large, nonconvex optimization problem. As the depth of the network increases, … Read more

MultiDump – Bypassing Windows Defender to Dump and Extract LSASS Memory

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MultiDump - Bypassing Windows Defender to Dump and Extract LSASS Memory

MultiDump is a post-exploitation tool written in C that allows for the secret dumping and extraction of LSASS memory without triggering Defender alerts, utilizing a handler written in Python. MultiDump supports LSASS dumping through ProcDump.exe or comsvc.dll, providing two modes: local mode (which encrypts and stores the dump file locally) and remote mode (which sends … Read more

Case Study of AI Large Models in Testing: A New Paradigm of UI Automation Testing Driven by Multi-Agent Collaboration (Meituan)

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Case Study of AI Large Models in Testing: A New Paradigm of UI Automation Testing Driven by Multi-Agent Collaboration (Meituan)

Follow us to stay updatedIntroduction:This intelligent scenario focuses on UI automation testing, with a case study from Meituan, highlighting the exploration of multi-agent collaboration.The complete materials can be obtained at the end of this article.The pain points of testing will not be elaborated here; let’s get straight to the point.Three modes of human-machine collaboration are … Read more

The First Multi-Character Digital Human Open Source Project MultiTalk: Supporting Karaoke, Realistic Cartoons, and Animal Generalization with Low-Cost Solutions

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The First Multi-Character Digital Human Open Source Project MultiTalk: Supporting Karaoke, Realistic Cartoons, and Animal Generalization with Low-Cost Solutions

The First Multi-Character Digital Human Open Source Project MultiTalk: Supporting Karaoke, Realistic Cartoons, and Animal Generalization with Low-Cost Solutions The recently open-sourced multi-party dialogue audio-driven digital human project<span>MultiTalk</span> has gained significant attention in the digital human community, natively supporting<span>single</span>,<span>multi-party dialogue</span>, capable of driving<span>realistic</span>,<span>cartoon</span> tasks, and can perform<span>karaoke</span>, with impressive<span>animal</span> generalization capabilities. My test results show … Read more

Understanding Multi-Agent Systems

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Understanding Multi-Agent Systems

Multi-agent systems represent one of the most powerful capabilities in modern artificial intelligence architectures. Unlike relying on a single agent to handle complex tasks, you can create specialized agents that work together, each contributing unique expertise to solve complex problems. Strands Agents support various multi-agent modes, each with different advantages and applicable scenarios: 1. Tool … Read more