Year: 2025

Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation

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Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation

Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation Lai Yuanming1, 2, Li Yalong1, 3 , Hu Hanzhi1, 2, Xie Mengyao1, 2, Wang Zhe1, 2, Wu Chenggang1, 2 1. National Key Laboratory of Processor Chips (Institute of Computing Technology, Chinese Academy of Sciences) 2. University of Chinese Academy of Sciences 3. Advanced Technology Research … Read more

A Deep Dive into Multi-Head Attention: The Versatile Core of GPT

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A Deep Dive into Multi-Head Attention: The Versatile Core of GPT

In the realm of deep learning, the attention mechanism is akin to a master of its craft. Originally emerging in machine translation, Attention quickly became a powerful tool for addressing long sequence dependency issues, enabling models to focus on truly important information. This is similar to how, in a noisy gathering, your brain automatically filters … Read more

How Can AI Understand Soccer? Shanghai Jiao Tong University Team Develops Multi-Agent System for Comprehensive Analysis of ‘Beautiful Football’!

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How Can AI Understand Soccer? Shanghai Jiao Tong University Team Develops Multi-Agent System for Comprehensive Analysis of 'Beautiful Football'!

The “vision” and “intelligence” of soccer AI are insufficient! Soccer is known as the “most complex team sport,” but existing research is like a “fan who can only watch the game”—either only recognizing actions (like tackles and shots) or unable to answer questions that require background knowledge (like “how many goals did a player score … Read more

Multi Fourdrinier: The Future of Paperboard Forming Technology

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Multi Fourdrinier: The Future of Paperboard Forming Technology

The Multi Fourdrinier is a paperboard forming machine that adds several individual forming devices on a long wire. First, a paper sheet is formed on the long wire using standard methods, and then the sheets formed on the additional devices are layered on top. Since the flow box, wire speed ratio, basis weight differences, and … Read more

Multiclass Classification in Supervised Learning

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Multiclass Classification in Supervised Learning

What is Multiclass Classification? Multiclass Classification is a type of Supervised Learning used to predict which of several possible categories an observation belongs to. Similar to regression and binary classification, it follows the same training, validation, and evaluation iterative process, reserving a portion of the data for validating the model. Examples Predicting email categories (spam … Read more

Towards an AI Search Paradigm: Multi-Agent, MCP, DAG, RL

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Towards an AI Search Paradigm: Multi-Agent, MCP, DAG, RL

Baidu Search has released a 63-page paper titled “Towards an AI Search Paradigm”, introducing a modular, multi-agent (Multi-Agent) framework that reimagines how we search for information in the era of large language models (LLMs).🚀 Unlike traditional retrieval-based search or linear RAG pipelines, this new paradigm coordinates four specialized LLM agents—Supervisor, Planner, Executor, and Writer—to handle … Read more

Impressive! MultiTalk Open Source with Lip Sync Accuracy Exceeding 8.53 Points

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Impressive! MultiTalk Open Source with Lip Sync Accuracy Exceeding 8.53 Points

This Article Overview Recently, the MultiTalk project, open-sourced by Sun Yat-sen University, Meituan, and Hong Kong University of Science and Technology, is a novel framework for audio-driven multi-person dialogue video generation. Given a multi-stream audio input, a reference image, and a prompt, MultiTalk generates a video that features interactions following the prompt, with lip movements … Read more

Compiling the Linux Version of MultiWFN from Source on Fedora 42

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Compiling the Linux Version of MultiWFN from Source on Fedora 42

Reasons to recommend the Fedora series: speed and stability are the main factors.The Linux Kernel has been updated to 6.15.3-200.fc42.x86_64Multiwfn is a very powerful program for realizing electronic wavefunction analysis, which is a key ingredient of quantum chemistry. Multiwfn is free, open-source, highly efficient, very user-friendly, and flexible; it supports almost all of the most … Read more

Anthropic’s Practical Findings: The Core of Multi-Agent Systems is Still Prompt Design!

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Anthropic's Practical Findings: The Core of Multi-Agent Systems is Still Prompt Design!

Architect (JiaGouX)We are all architects!Will you join in shaping the future? Recently, Anthropic shared their best practices in building multi-agent research systems, focusing on8 principles of prompt engineering and evaluation for research agents:Claude now possesses research capabilities, able to complete complex tasks through web searches, Google Workspace, and any integrated tools.AnthropicThe architecture of the multi-agent … Read more

No One Wanted the Two Retribution Paladin Trinkets in ICC Raid! Observant Player Discovered They Were Taken by the Guild Leader!

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No One Wanted the Two Retribution Paladin Trinkets in ICC Raid! Observant Player Discovered They Were Taken by the Guild Leader!

In World of Warcraft’s “Wrath of the Lich King” classic server, the ultimate trinket for Retribution Paladins is the 【Trinket of the Small Abomination】 dropped by Professor Putricide in ICC. A player shared an experience where he joined an ICC raid group and noticed that two Retribution Paladins did not have the trinket. The raid … Read more