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DataFunSummit
DataFunSummit
Jun 18, 2024 · Artificial Intelligence

Conditional and Multimodal Knowledge Graph Construction, Extraction, and Integration with Large Models

This article presents a comprehensive overview of conditional and multimodal knowledge graphs, covering their background, construction pipelines, extraction techniques, dataset creation, semi‑supervised learning strategies, and how they can be fused with large language models for enhanced reasoning and application in tasks such as intelligent QA and video scene graph generation.

AIKnowledge GraphLarge Language Models
0 likes · 23 min read
Conditional and Multimodal Knowledge Graph Construction, Extraction, and Integration with Large Models
NewBeeNLP
NewBeeNLP
Jun 18, 2024 · Artificial Intelligence

How Shopee Builds an E‑Commerce Knowledge Graph and Leverages Large Models

This article presents Shopee's comprehensive approach to constructing an e‑commerce knowledge graph, detailing the challenges of heterogeneous data, multi‑language handling, entity disambiguation, and the integration of deep learning and large language models to improve product matching, recommendation, and operational efficiency.

AIKnowledge GraphLarge Language Model
0 likes · 22 min read
How Shopee Builds an E‑Commerce Knowledge Graph and Leverages Large Models
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Jun 17, 2024 · Artificial Intelligence

Xiaohongshu Audio-Video Architecture Team Wins Top Awards in CVPR NTIRE 2024 Challenges

Xiaohongshu’s audio‑video architecture team secured second place in the RAIM challenge and first in the S‑UGC VQA challenge at CVPR NTIRE 2024 by improving generative image restoration with SUPIR, DeSRA and a Fusion model, and enhancing video quality assessment using LIQE, Q‑Align and FAST‑VQA, then deploying these methods for live‑stream denoising, intelligent transcoding and cloud‑based super‑resolution, achieving high PLCC/SROCC scores and up to 33 % bandwidth savings.

AICVPR NTIRE 2024Deep Learning
0 likes · 25 min read
Xiaohongshu Audio-Video Architecture Team Wins Top Awards in CVPR NTIRE 2024 Challenges
ZhongAn Tech Team
ZhongAn Tech Team
Jun 17, 2024 · Artificial Intelligence

Weekly Tech Overview: AI Phone Claims, Musk’s Apple Warning, Huawei’s New SUV, Industry AI Moves, 3D‑Printing Breakthrough, and More

This weekly roundup highlights ByteDance’s denial of an AI‑phone project, Elon Musk’s warning about Apple integrating OpenAI, Huawei’s upcoming HarmonyOS‑powered SUV, major AI industry developments, a pocket‑size chip‑based 3D printer, and recent advances in generative video and voice technologies.

3D printingAIHuawei
0 likes · 8 min read
Weekly Tech Overview: AI Phone Claims, Musk’s Apple Warning, Huawei’s New SUV, Industry AI Moves, 3D‑Printing Breakthrough, and More
Architects' Tech Alliance
Architects' Tech Alliance
Jun 16, 2024 · Industry Insights

How Nvidia’s Blackwell GPUs Aim to Slash AI Training Costs and Power

The article analyzes Nvidia’s historic advantage, the massive performance and energy efficiency gains from Pascal to Blackwell GPUs, the economics of training large language models like GPT‑4, and the detailed roadmap of upcoming GPU, memory, and interconnect technologies shaping the future of data‑center AI.

AIGPUNVIDIA
0 likes · 14 min read
How Nvidia’s Blackwell GPUs Aim to Slash AI Training Costs and Power
DataFunSummit
DataFunSummit
Jun 15, 2024 · Artificial Intelligence

Large‑Model‑Driven Data Governance: Technical Outlook and Research Highlights

This article reviews the rising importance of data quality for large models, explores data‑centric AI, large‑model pre‑training data engineering, and presents recent Fudan University research on using large models to improve data governance across multiple domains such as attribute normalization, geographic cleaning, compliance checking, and multimodal retrieval.

AIData engineeringKnowledge Graphs
0 likes · 19 min read
Large‑Model‑Driven Data Governance: Technical Outlook and Research Highlights
DataFunTalk
DataFunTalk
Jun 15, 2024 · Artificial Intelligence

DataFunSummit2024 Recommendation System Architecture Summit Overview

The DataFunSummit2024 Recommendation System Architecture Summit invites participants to explore cutting‑edge advances in large‑model recommendation, training and inference optimization, feature engineering, multi‑task modeling, and graph‑based techniques through a series of expert talks and panel discussions from leading industry and academic researchers.

AIRecommendation Systemsconference
0 likes · 33 min read
DataFunSummit2024 Recommendation System Architecture Summit Overview
Continuous Delivery 2.0
Continuous Delivery 2.0
Jun 14, 2024 · Artificial Intelligence

AI Code Generation Tools: Benefits, Risks, and Top Choices

This article explains how AI-powered code generators create high‑quality code, outlines their capabilities such as language translation and documentation assistance, discusses safety and copyright concerns highlighted by research, and emphasizes that while popular, these tools should augment rather than replace developers.

AILLMcode generation
0 likes · 2 min read
AI Code Generation Tools: Benefits, Risks, and Top Choices
DevOps
DevOps
Jun 13, 2024 · R&D Management

Jensen Huang on Management Philosophy, Team Structure, and Innovation at NVIDIA

In this interview, NVIDIA founder Jensen Huang shares his management philosophy, emphasizing the value of tackling difficult tasks, maintaining a small yet empowered team, avoiding layoffs, fostering a zero‑market mindset, navigating the early challenges of CUDA, and leveraging AI to drive future innovation.

AICUDAInnovation
0 likes · 12 min read
Jensen Huang on Management Philosophy, Team Structure, and Innovation at NVIDIA
JD Cloud Developers
JD Cloud Developers
Jun 13, 2024 · Artificial Intelligence

How LLMs Are Redefining Recommender Systems for JD Union Ads

This article surveys the impact of large language models on recommendation systems, outlines generative recommender architectures, discusses challenges of JD Union advertising, presents a semantic‑ID based solution with training and inference details, and reports offline and online experimental results.

AILLMRecommendation Systems
0 likes · 22 min read
How LLMs Are Redefining Recommender Systems for JD Union Ads
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 13, 2024 · Artificial Intelligence

Creating a Full AI‑Generated Music Video with Large‑Model Agents

This article documents the end‑to‑end workflow of using large multimodal models and specialized agents to automatically generate a storyboard, compose original music and lyrics, produce keyframes, and assemble a complete music video, while highlighting the remaining manual steps and future automation possibilities.

AIMusicStoryboard
0 likes · 10 min read
Creating a Full AI‑Generated Music Video with Large‑Model Agents
Baidu Tech Salon
Baidu Tech Salon
Jun 11, 2024 · Artificial Intelligence

Three Professional AI Assistants in the PaddlePaddle Star River Community: Legal Consultation, Bid Document Generation, and Business Plan Generation

The PaddlePaddle Star River community showcases three AI assistants—a legal consultant that accesses millions of regulations, a bid‑document generator that automates tender creation for surveying and design projects, and a business‑plan creator that produces full market and financial analyses—each offered as reference tools with usage cautions and an invitation for developers to build their own applications.

AIAI applicationsBid Generation
0 likes · 5 min read
Three Professional AI Assistants in the PaddlePaddle Star River Community: Legal Consultation, Bid Document Generation, and Business Plan Generation
DataFunSummit
DataFunSummit
Jun 11, 2024 · Artificial Intelligence

AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection

This article examines the commercial forces behind AI technology evolution, explores academic research on iron‑spectrum image recognition, and details product‑level deployments such as smart clause libraries and fire‑detection systems, while highlighting challenges, strategic approaches, and future outlooks for AI adoption.

AIProduct Developmentcomputer vision
0 likes · 21 min read
AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection
Bilibili Tech
Bilibili Tech
Jun 11, 2024 · Artificial Intelligence

Intelligent Restoration System for Legacy Video Quality

Bilibili’s Multimedia Lab created an end‑to‑end intelligent restoration system that assesses video resolution, frame‑rate and quality, then automatically selects and applies image‑level enhancement, frame‑rate up‑sampling, background and face restoration, and optical‑flow interpolation to transform blurry, jittery, artifact‑laden legacy videos into clear, smooth, high‑quality streams, now deployed for on‑demand content and slated for live‑stream expansion.

AIMultimediaframe interpolation
0 likes · 12 min read
Intelligent Restoration System for Legacy Video Quality
High Availability Architecture
High Availability Architecture
Jun 11, 2024 · Artificial Intelligence

Tencent News Recommendation Architecture Upgrade: From Legacy Systems to a Scalable AI-Driven Platform

This article details the evolution of Tencent News from a portal‑style content display to a personalized recommendation engine, describing the legacy architecture problems, the design goals, the new modular and scalable architecture, feature platform improvements, debugging tools, and stability measures that together increased availability to 99.99% and cut costs by over 60%.

AIDebuggingScalability
0 likes · 28 min read
Tencent News Recommendation Architecture Upgrade: From Legacy Systems to a Scalable AI-Driven Platform
58UXD
58UXD
Jun 11, 2024 · Artificial Intelligence

How AI is Revolutionizing B2B Design: Boost Efficiency and Creativity

This article explores how artificial intelligence is transforming B‑to‑B design workflows by automatically generating sketches, optimizing layouts, creating icons, and accelerating the overall design process, while freeing designers to focus on creativity and improving precision, with real‑world tool examples and future outlook.

AIB2B designcreative tools
0 likes · 7 min read
How AI is Revolutionizing B2B Design: Boost Efficiency and Creativity
ZhongAn Tech Team
ZhongAn Tech Team
Jun 11, 2024 · Artificial Intelligence

AI and Big Data Developments in Tech News

This article covers recent AI developments, big data challenges, and industry insights including AI course expansions, regulatory discussions, and tech company updates.

AIAI DevelopmentsBig Data
0 likes · 9 min read
AI and Big Data Developments in Tech News
ShiZhen AI
ShiZhen AI
Jun 11, 2024 · Artificial Intelligence

Adding “Concise” to Prompts Cuts AI Costs by Over 20%

The article covers a global AI beauty contest, Microsoft’s security upgrades to its Recall device, step‑by‑step activation of ChatGPT’s background‑conversation mode, and a Johns Hopkins study showing that adding a “concise” instruction to prompts can slash AI response length by half and reduce API costs by more than 20% with little loss of accuracy.

AIAI-generated modelsChatGPT
0 likes · 4 min read
Adding “Concise” to Prompts Cuts AI Costs by Over 20%
Architects' Tech Alliance
Architects' Tech Alliance
Jun 10, 2024 · Industry Insights

What China Can Learn from Domestic Large‑Model Compute: Challenges and Strategic Recommendations

The article analyzes the computing characteristics and system challenges of domestically trained large AI models, outlines the shortcomings of current Chinese efforts, and proposes six strategic actions—including scaling compute, improving data management, building a national R&D team, and boosting funding and policy support—to accelerate China’s transition from following to leading in AI.

AIChinaCompute infrastructure
0 likes · 5 min read
What China Can Learn from Domestic Large‑Model Compute: Challenges and Strategic Recommendations
21CTO
21CTO
Jun 7, 2024 · Artificial Intelligence

10 Essential Tools for Building a Modern AI Data Lake Architecture

This article outlines ten critical components of a modern data lake reference architecture for AI/ML, detailing each function, the supporting vendor tools and open‑source libraries, and how they enable scalable storage, MLOps, distributed training, model hubs, vector search, and data visualization.

AIData LakeMLOps
0 likes · 14 min read
10 Essential Tools for Building a Modern AI Data Lake Architecture
JD Tech Talk
JD Tech Talk
Jun 7, 2024 · Artificial Intelligence

AI‑Powered JUnit Rule for Automatic Error Reporting to GPT

This tutorial shows Java engineers how to build a JUnit Rule that captures test failures, extracts the exception stack and source file, and automatically sends the information to OpenAI's GPT for analysis and code‑fix suggestions, complete with reusable data‑model classes and utility methods.

AIGPTJUnit
0 likes · 13 min read
AI‑Powered JUnit Rule for Automatic Error Reporting to GPT
Baidu Tech Salon
Baidu Tech Salon
Jun 7, 2024 · Artificial Intelligence

How AI Transforms Financial Report Extraction: From Layout Analysis to Table Recognition

This article examines the challenges of extracting data from complex financial reports and presents an AI‑driven solution that combines advanced layout analysis, table recognition, OCR, and large‑language‑model integration using Baidu’s PaddlePaddle low‑code platform, detailing model selection, training, performance tuning, and deployment.

AIDocument ExtractionLayout Analysis
0 likes · 11 min read
How AI Transforms Financial Report Extraction: From Layout Analysis to Table Recognition
JD Tech
JD Tech
Jun 7, 2024 · Artificial Intelligence

Understanding Attention Mechanisms, Self‑Attention, and Multi‑Head Attention in Transformers

This article explains the fundamentals of attention mechanisms, including biological inspiration, the evolution from early visual attention to modern self‑attention in Transformers, details the scaled dot‑product calculations, positional encoding, and multi‑head attention, illustrating how these concepts enable efficient parallel processing of sequence data.

AIPositional EncodingSelf-Attention
0 likes · 12 min read
Understanding Attention Mechanisms, Self‑Attention, and Multi‑Head Attention in Transformers
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jun 7, 2024 · Backend Development

Building a Fish Knowledge Quiz Bot and a Nostalgic Chess Game with Coze: Workflow, Database, and Node.js Image Generation

This article explains how to create two interactive Coze bots—a fish‑knowledge quiz and a nostalgic 147‑258‑369 chess game—by designing workflows, integrating large language models, using databases, and implementing Node.js code for canvas drawing and GIF generation, complete with deployment tips.

AIBot DevelopmentCoze
0 likes · 10 min read
Building a Fish Knowledge Quiz Bot and a Nostalgic Chess Game with Coze: Workflow, Database, and Node.js Image Generation
Baobao Algorithm Notes
Baobao Algorithm Notes
Jun 6, 2024 · Artificial Intelligence

What’s New in Qwen2? A Deep Dive into the Latest Open‑Source LLMs

Qwen2 introduces five new pre‑trained and instruction‑tuned LLM sizes, expands multilingual training to 27 languages, boosts code and math abilities, supports up to 128K context tokens, and achieves leading benchmark results across NLU, code, math, and safety, with detailed model specs and evaluation data provided.

AIQwen2multilingual
0 likes · 11 min read
What’s New in Qwen2? A Deep Dive into the Latest Open‑Source LLMs
JD Cloud Developers
JD Cloud Developers
Jun 6, 2024 · Artificial Intelligence

Boost Code Review Efficiency with AI-Powered CI Integration

This guide explains how embedding a large‑language‑model AI into a CI pipeline can automate code reviews, cut review time, improve consistency and accuracy, and ultimately raise development efficiency and code quality while reducing manual effort and communication overhead.

AICode ReviewJava
0 likes · 9 min read
Boost Code Review Efficiency with AI-Powered CI Integration
IT Services Circle
IT Services Circle
Jun 6, 2024 · Artificial Intelligence

Nvidia Unveils Blackwell GPU and AI Supercomputing Roadmap

Nvidia’s latest Blackwell GPU, presented by Jensen Huang, promises unprecedented performance and energy efficiency for large‑scale AI models, while the company also showcases accelerated computing, NVLink interconnects, AI‑optimized DGX servers, the NIM platform for rapid LLM deployment, and ambitious projects such as Earth‑2 digital twins and next‑generation embodied AI robots.

AIBlackwellGPU
0 likes · 18 min read
Nvidia Unveils Blackwell GPU and AI Supercomputing Roadmap
Architects' Tech Alliance
Architects' Tech Alliance
Jun 5, 2024 · Industry Insights

How HBM Is Transforming GPU Power and Driving the AI Memory Boom

HBM's near‑memory architecture, stacked design, and TSV integration dramatically cut latency and space while boosting bandwidth, leading NVIDIA and AMD to adopt it across multiple GPU generations, spurring fierce competition among SK Hynix, Samsung, and Micron and projecting a four‑fold market surge to $169 billion by 2024.

AIGPUHBM
0 likes · 11 min read
How HBM Is Transforming GPU Power and Driving the AI Memory Boom
Baobao Algorithm Notes
Baobao Algorithm Notes
Jun 5, 2024 · Artificial Intelligence

Is GLM‑4‑9B the New Powerhouse? A Deep Dive into Its Performance and Usage

This article reviews the open‑source 9‑billion‑parameter GLM‑4‑9B model, covering installation, quick‑start inference code, quirky Chinese riddles that highlight its strengths over GPT‑4, extensive benchmark tables for dialogue, multilingual, tool‑calling and multimodal tasks, and its broader impact on the Chinese AI ecosystem.

AIGLM-4-9BTool Calling
0 likes · 14 min read
Is GLM‑4‑9B the New Powerhouse? A Deep Dive into Its Performance and Usage
DataFunTalk
DataFunTalk
Jun 4, 2024 · Artificial Intelligence

Building an Integrated Intelligent Risk Control System for Banking

The article explores the concept, challenges, and future directions of intelligent banking risk control, emphasizing data integration, AI-driven modeling, feature engineering, MLOps, knowledge graphs, and large‑model applications to create a unified, automated risk management platform.

AIFeature EngineeringKnowledge Graph
0 likes · 10 min read
Building an Integrated Intelligent Risk Control System for Banking
php Courses
php Courses
Jun 4, 2024 · Artificial Intelligence

Emotion Recognition via Camera Using PHP and Fer2013

This tutorial explains how to capture live video from a camera with PHP, install necessary Linux drivers, extract frames using FFmpeg, and apply the Fer2013 emotion‑recognition model through a Python script to infer human emotions in real time.

AIEmotion RecognitionFFmpeg
0 likes · 5 min read
Emotion Recognition via Camera Using PHP and Fer2013
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 3, 2024 · Cloud Native

Fluid 1.0 Release: Cloud‑Native Data Orchestration for AI and Big Data

Fluid 1.0 introduces a cloud‑native data orchestration platform that abstracts dataset management, affinity scheduling, custom data processing, and data flow pipelines for AI and big‑data workloads on Kubernetes, backed by extensive production testing, open‑source contributions, and a roadmap for future enhancements.

AIData Orchestrationcloud-native
0 likes · 13 min read
Fluid 1.0 Release: Cloud‑Native Data Orchestration for AI and Big Data
Baidu Geek Talk
Baidu Geek Talk
Jun 3, 2024 · Artificial Intelligence

How an AI Code Assistant Cut Medical Imaging Data Processing Time by 9×

A graduate student and his lab used Baidu Comate, an AI‑powered coding assistant, to automate repetitive Python scripts for converting 150 GB of DICOM images to PNG, reducing a week‑long, three‑person effort to two days for a single developer and boosting overall team efficiency.

AIAI code assistantBaidu Comate
0 likes · 8 min read
How an AI Code Assistant Cut Medical Imaging Data Processing Time by 9×
NewBeeNLP
NewBeeNLP
Jun 3, 2024 · Industry Insights

Tech Industry Pulse: TikTok Rumors, Google Cloud Layoffs, AI Showdowns, and More

A comprehensive roundup of recent tech industry developments covering ByteDance's AI hardware plans, Google Cloud's large‑scale layoffs, Musk versus Yang Li‑kun's AI debate, OpenAI's potential restructuring, Siri's delayed AI upgrade, Pinduoduo's price‑matching tool, and several other notable corporate moves.

AICloud ComputingIndustry Insights
0 likes · 17 min read
Tech Industry Pulse: TikTok Rumors, Google Cloud Layoffs, AI Showdowns, and More
Data Thinking Notes
Data Thinking Notes
Jun 2, 2024 · Big Data

How JD Retail’s Data Platform Boosts Efficiency with Unified Modeling and AI‑Driven Insights

This article details JD Retail’s end‑to‑end data platform, covering data asset certification, 5W2H modeling, unified query DSL, intelligent acceleration, robust governance, visualization components, low‑code orchestration, and large‑model AI applications that together reduce query latency, cut development costs, and empower analysts across the retail business.

AIBig DataData Platform
0 likes · 39 min read
How JD Retail’s Data Platform Boosts Efficiency with Unified Modeling and AI‑Driven Insights
21CTO
21CTO
Jun 2, 2024 · Frontend Development

Why Zed Is Emerging as the Next Fast, Open‑Source Code Editor

Zed, a Rust‑based open‑source editor, promises developers higher speed, GPU acceleration, built‑in AI assistance, collaborative CRDT buffers, and seamless integration with tools like GitHub Copilot, positioning itself as a compelling alternative to VS Code and Sublime Text.

AIRustZed
0 likes · 7 min read
Why Zed Is Emerging as the Next Fast, Open‑Source Code Editor
Kuaishou Tech
Kuaishou Tech
May 31, 2024 · Artificial Intelligence

Innovative Features and Technical Implementation of Huaisen K‑Song Community: Recording, Editing, and Smart Pitch Correction

This article details how Huaisen reshapes the karaoke workflow by introducing innovative features such as clear‑singing pitch‑finding, a comprehensive editing SDK, and intelligent pitch‑correction algorithms, explaining the underlying audio analysis, strategy generation, and system architecture that enhance user experience across recording, editing, and publishing stages.

AIAudio Processingkaraoke
0 likes · 21 min read
Innovative Features and Technical Implementation of Huaisen K‑Song Community: Recording, Editing, and Smart Pitch Correction
DataFunTalk
DataFunTalk
May 31, 2024 · Artificial Intelligence

The Role of Knowledge Graphs in Industry: Importance, Product Forms, and Practical Cases

This article explains why knowledge graphs are crucial for industrial applications, describes the main product forms and architectural considerations, and shares real‑world case studies illustrating how AI, large models, and graph databases can be combined to improve knowledge management and decision‑making.

AIGraph DatabaseIndustrial Applications
0 likes · 20 min read
The Role of Knowledge Graphs in Industry: Importance, Product Forms, and Practical Cases
21CTO
21CTO
May 30, 2024 · Artificial Intelligence

Why AI Leaders Urge Students to Move Beyond Large Language Models

At VivaTech, Meta AI chief Yann LeCun warned students that building next‑generation AI systems means steering clear of large language model research, while other experts highlight emerging architectures and multimodal models like GPT‑4o as the future of artificial intelligence.

AIGPT-4oLLM
0 likes · 3 min read
Why AI Leaders Urge Students to Move Beyond Large Language Models
Practical DevOps Architecture
Practical DevOps Architecture
May 30, 2024 · Artificial Intelligence

Eight‑Week LLM and Large Model Training Course Outline

This article outlines an eight‑week curriculum covering LLM evolution, PyTorch fundamentals, CUDA training, large‑model fine‑tuning, LangChain application development, cloud‑based quantization, industry case studies, and a recruitment session, providing video resources for each topic.

AILLMLangChain
0 likes · 5 min read
Eight‑Week LLM and Large Model Training Course Outline
Continuous Delivery 2.0
Continuous Delivery 2.0
May 30, 2024 · Artificial Intelligence

Meta’s TestGen‑LLM: AI‑Driven Automatic Unit Test Generation for Kotlin Code

In 2024 Meta introduced TestGen‑LLM, an AI‑powered tool that automatically generates Kotlin unit tests using large language models, improving test coverage through a multi‑stage pipeline of candidate generation, compilation filtering, execution filtering, coverage validation, refactoring, and engineer review, with reported coverage gains across Facebook and Instagram codebases.

AIKotlinLLM
0 likes · 6 min read
Meta’s TestGen‑LLM: AI‑Driven Automatic Unit Test Generation for Kotlin Code
Alimama Tech
Alimama Tech
May 29, 2024 · Artificial Intelligence

Alibaba Mama Team Papers Accepted at KDD 2024

Alibaba’s Mama technical team secured four paper acceptances at the prestigious KDD 2024 conference in Barcelona, presenting advances such as a diffusion‑based generative bidding model, truthful combinatorial bandit mechanisms for two‑stage ad auctions, bi‑objective contract allocation for guaranteed delivery advertising, and a fast local‑search algorithm for complex contract constraints.

AIAdvertisingBandit
0 likes · 8 min read
Alibaba Mama Team Papers Accepted at KDD 2024
JD Cloud Developers
JD Cloud Developers
May 29, 2024 · Artificial Intelligence

How Multi‑Agent AI Is Revolutionizing E‑Commerce Decision Making

This article explores JD Retail's AI‑driven multi‑agent system that mimics real‑world merchant decision processes, detailing the ReAct paradigm, agent roles, workflow, training methods, monitoring, and future directions for building intelligent e‑commerce assistants.

AIAgent ArchitectureLLM
0 likes · 21 min read
How Multi‑Agent AI Is Revolutionizing E‑Commerce Decision Making
JD Retail Technology
JD Retail Technology
May 27, 2024 · Artificial Intelligence

Automating Test Case Generation with Large Language Models and LangChain

This article describes how large language models and the LangChain framework can be combined with PDF parsing, text chunking, memory management, and a vector database to automatically generate software test cases, achieving significant efficiency gains while outlining implementation details, results, and future challenges.

AILangChainLarge Language Model
0 likes · 10 min read
Automating Test Case Generation with Large Language Models and LangChain
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
May 27, 2024 · Databases

Baidu’s Enterprise Vector Database: Architecture, Performance, and RAG Secrets

An exclusive interview with Baidu’s senior database architects reveals the motivations behind building a dedicated enterprise vector database, details its novel column‑store engine, C++‑based retrieval stack, performance gains over open‑source solutions, multi‑modal support, RAG integration, and future research directions.

AILarge Language ModelsRAG
0 likes · 28 min read
Baidu’s Enterprise Vector Database: Architecture, Performance, and RAG Secrets
21CTO
21CTO
May 25, 2024 · Artificial Intelligence

Sam Altman Reveals GPT‑4o Vision, AI Safety, and the Future of AGI

Sam Altman’s hour‑long “All‑In” podcast interview unveils OpenAI’s latest GPT‑4o voice model, his bold vision for AGI, concerns about AI safety, the recent leadership shake‑up, and his ideas on universal access, regulation, and the transformative impact of conversational AI.

AGIAIAI Safety
0 likes · 9 min read
Sam Altman Reveals GPT‑4o Vision, AI Safety, and the Future of AGI
Architects' Tech Alliance
Architects' Tech Alliance
May 24, 2024 · Industry Insights

What Drives AI's Future? A Four‑Layer Industry Framework Explained

This article breaks down the AI ecosystem into four layers—AI hardware and cloud services, model and algorithm advances, MLOps middleware, and B2B/B2C applications—highlighting how hardware cost reductions, cloud integration, model breakthroughs, and middleware providers shape the market and adoption speed.

AIAI applicationsMLOps
0 likes · 6 min read
What Drives AI's Future? A Four‑Layer Industry Framework Explained
Huolala Tech
Huolala Tech
May 23, 2024 · Artificial Intelligence

How to Detect and Remove Moiré Patterns with AI and Diffusion Models

This article explains the nature of moiré patterns in digital imaging, reviews manual mitigation techniques, introduces direct and indirect AI‑based recognition methods—including traditional feature extraction and deep‑learning models such as CNNs and diffusion frameworks—and details practical applications and evaluation metrics used by Huolala.

AIDeep Learningcomputer vision
0 likes · 17 min read
How to Detect and Remove Moiré Patterns with AI and Diffusion Models
DevOps
DevOps
May 22, 2024 · R&D Management

Digital Transformation as a Survival Environment: Strategic, Organizational, and Human‑Resource Changes for Enterprise Development

The article examines how the rise of digital‑intelligent technologies reshapes the business environment, forcing enterprises to redefine strategy, organization, and human‑resource models, and outlines five concrete actions for accelerating digital transformation while emphasizing the creation of value and the central role of people.

AIbusiness managementhuman resources
0 likes · 14 min read
Digital Transformation as a Survival Environment: Strategic, Organizational, and Human‑Resource Changes for Enterprise Development
JD Tech
JD Tech
May 22, 2024 · Artificial Intelligence

AI Multi‑Agent System for E‑commerce Merchant Assistance: Design, ReAct Architecture, and Implementation

The article describes JD Retail's AI‑driven multi‑agent platform that models real‑world merchant decision‑making with ReAct‑based LLM agents, detailing the system architecture, agent roles, reasoning loops, workflow examples, training pipelines, monitoring, and future directions for e‑commerce support.

AILLMdecision support
0 likes · 21 min read
AI Multi‑Agent System for E‑commerce Merchant Assistance: Design, ReAct Architecture, and Implementation
Baidu Tech Salon
Baidu Tech Salon
May 22, 2024 · Industry Insights

How Baidu’s AI‑Powered Code Assistant Boosts R&D Efficiency by Over 11 %

The article examines Baidu Marketing Service's AI‑native transformation using the Wenxin large model and Baidu Comate, detailing how real‑time code recommendations, open‑platform integration, and generative AI dramatically improve developer productivity, reduce coding time, and increase marketing ROI.

AIAI-native developmentBaidu Comate
0 likes · 11 min read
How Baidu’s AI‑Powered Code Assistant Boosts R&D Efficiency by Over 11 %
Baidu Geek Talk
Baidu Geek Talk
May 22, 2024 · Artificial Intelligence

How AI Can Auto‑Generate Perfect Git Commit Messages

This article explains how a large‑language‑model‑driven tool can automatically create standardized Git commit messages by extracting change summaries, applying customizable plugins, measuring performance with MSE and adoption rate, and optimizing prompts, data pipelines, and fine‑tuning strategies.

AICommitMessageDataProcessing
0 likes · 17 min read
How AI Can Auto‑Generate Perfect Git Commit Messages
JD Retail Technology
JD Retail Technology
May 22, 2024 · Artificial Intelligence

AI Multi‑Agent System for E‑commerce: Design, Implementation, and Operational Insights

This article presents a comprehensive overview of JD Retail's AI‑driven multi‑agent architecture for e‑commerce assistance, detailing how real‑world merchant decision processes are modeled with ReAct‑based LLM agents, the hierarchical workflow, training pipelines, monitoring mechanisms, and future directions for scalable intelligent commerce support.

AIAgent ArchitectureKnowledge retrieval
0 likes · 20 min read
AI Multi‑Agent System for E‑commerce: Design, Implementation, and Operational Insights
21CTO
21CTO
May 22, 2024 · Artificial Intelligence

Microsoft Build 2024: AI‑Powered Copilot PC, New Windows Copilot Runtime, GPT‑4o

At Microsoft’s Build 2024 conference in Seattle, the company unveiled a suite of AI‑driven developer tools—including the Copilot + PC hardware, over 40 new AI models integrated into Windows 11 via the Windows Copilot Runtime, expanded Fabric capabilities, GitHub Copilot extensions, Team Copilot, and the debut of GPT‑4o on Azure AI Studio.

AIGPT-4oMicrosoft Build
0 likes · 9 min read
Microsoft Build 2024: AI‑Powered Copilot PC, New Windows Copilot Runtime, GPT‑4o
Architects Research Society
Architects Research Society
May 21, 2024 · Artificial Intelligence

27 Essential AI Papers Recommended by Ilya Sutskever for John Carmack

Ilya Sutskever, former OpenAI chief scientist, shared a curated list of 27 seminal AI research papers—including the Annotated Transformer, Attention Is All You Need, and Deep Residual Learning—with links, claiming mastering them covers roughly 90% of today’s essential artificial‑intelligence knowledge.

AIDeep LearningResearch Papers
0 likes · 7 min read
27 Essential AI Papers Recommended by Ilya Sutskever for John Carmack
21CTO
21CTO
May 21, 2024 · Artificial Intelligence

How Google’s Edge AI Makes On‑Device Large Language Models a Reality

Google I/O highlighted the rise of on‑device AI, showing how new neural processors, Edge TPU, and tools like the Edge AI SDK and TensorFlow Lite enable developers to run large language models locally, reducing latency, cost, and privacy concerns while integrating with cloud resources.

AIEdge AIGoogle I/O
0 likes · 9 min read
How Google’s Edge AI Makes On‑Device Large Language Models a Reality
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
May 20, 2024 · Operations

How to Build a User‑Perception‑Driven Self‑Awareness System for Network Operations

This article examines the design of a self‑perception framework that places user perception at its core, detailing four critical stages—perception manifestation, demand, response, and feedback—and shows how AI‑enabled big‑data analysis can transform network operation management into a more intelligent, user‑centric process.

AInetwork operationsself‑awareness system
0 likes · 11 min read
How to Build a User‑Perception‑Driven Self‑Awareness System for Network Operations
21CTO
21CTO
May 19, 2024 · Fundamentals

IBM Expands Qiskit into a Full Quantum Computing Stack with AI‑Powered Tools

IBM announced a comprehensive expansion of its open‑source quantum computing platform Qiskit, adding middleware, serverless components, and a generative AI coding assistant to streamline building, optimizing, and executing quantum circuits on over 100‑qubit hardware, boosting performance and accessibility for researchers.

AIIBMQiskit
0 likes · 3 min read
IBM Expands Qiskit into a Full Quantum Computing Stack with AI‑Powered Tools
Architects' Tech Alliance
Architects' Tech Alliance
May 19, 2024 · Industry Insights

InfiniBand vs RoCEv2: Which High‑Performance Network Wins AI Compute?

With AI models growing to billions of parameters, the choice of high‑performance interconnect—InfiniBand or RoCEv2—directly impacts training speed, scalability, latency, and operational complexity, and this article analyzes their architectures, performance metrics, vendor ecosystems, and suitability for large‑scale AI clusters.

AIHigh Performance ComputingInfiniBand
0 likes · 13 min read
InfiniBand vs RoCEv2: Which High‑Performance Network Wins AI Compute?
Architects' Tech Alliance
Architects' Tech Alliance
May 18, 2024 · Industry Insights

Why Kimi Is Redefining China’s AI Large‑Model Landscape

The article analyzes how Kimi’s superior long‑context capabilities have propelled it to the top of user traffic in China, reshaping the competitive dynamics among domestic and international AI large models and driving a rapid surge in compute demand across both C‑end and B‑end applications.

AIChinaKimi
0 likes · 6 min read
Why Kimi Is Redefining China’s AI Large‑Model Landscape
Architects' Tech Alliance
Architects' Tech Alliance
May 16, 2024 · Industry Insights

How to Build a Multi‑Petabyte AI Super‑Cluster: Scaling Beyond Ten‑Thousand GPUs

This article analyzes the architectural upgrades required for ultra‑large AI clusters, covering single‑GPU performance, super‑node scaling, DPU‑based heterogeneous computing, power‑efficiency, high‑throughput storage, and robust high‑speed networking to support trillion‑parameter model training and inference.

AIDPUGPU cluster
0 likes · 17 min read
How to Build a Multi‑Petabyte AI Super‑Cluster: Scaling Beyond Ten‑Thousand GPUs
DataFunSummit
DataFunSummit
May 16, 2024 · Artificial Intelligence

DataFun Data Science Summit: Cutting‑Edge Research on Causal Inference, Retrieval‑Augmented Generation, and LLM Content Detection

The DataFun Data Science Summit on May 25 brings together leading experts to present cutting‑edge research on pairwise data causal inference, Retrieval‑Augmented Generation applications, large language model content detection, user growth analytics, and advanced machine‑learning techniques across finance, e‑commerce, and AI domains.

AILLM detectionRetrieval-Augmented Generation
0 likes · 14 min read
DataFun Data Science Summit: Cutting‑Edge Research on Causal Inference, Retrieval‑Augmented Generation, and LLM Content Detection
360 Smart Cloud
360 Smart Cloud
May 15, 2024 · Cloud Native

Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads

The article outlines the challenges of massive AI training data, defines storage performance requirements, and presents Polefs—a cloud‑native distributed cache file system with unified storage, metadata acceleration, and read/write caching designed to improve GPU utilization and reduce data redundancy.

AIDistributed File SystemGPU utilization
0 likes · 14 min read
Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads
StarRocks
StarRocks
May 14, 2024 · Artificial Intelligence

How Tencent Games Boosted AI‑Generated SQL Accuracy to 89% with a Lakehouse Architecture

Tencent Games tackled the low accuracy of AI‑generated SQL in production by combining large language models with a StarRocks lake‑warehouse, introducing a semantic layer, async materialized views, and an agent‑based multi‑intelligence framework, ultimately raising one‑shot SQL correctness to 89% and cutting delivery time from 2 hours to 0.33 hours.

AIData engineeringLLM
0 likes · 13 min read
How Tencent Games Boosted AI‑Generated SQL Accuracy to 89% with a Lakehouse Architecture
DataFunSummit
DataFunSummit
May 13, 2024 · Big Data

Metadata‑Driven Data Governance: Concepts, Architectures, and Practices

This article explains how metadata‑driven data governance addresses the challenges of the digital economy by detailing the era background, limitations of traditional methods, the roles of Data Fabric, Data Mesh and DataOps, and presenting real‑world case studies and future directions.

AIData FabricData Mesh
0 likes · 14 min read
Metadata‑Driven Data Governance: Concepts, Architectures, and Practices
ZhongAn Tech Team
ZhongAn Tech Team
May 13, 2024 · Artificial Intelligence

Weekly Tech Overview: AI Advances, Mobile Game Store, and Industry Insights

This weekly tech roundup covers Microsoft’s upcoming mobile game store, Alibaba Cloud’s Tongyi Qianwen 2.5 AI model, Google DeepMind’s AlphaFold 3 for drug discovery, TikTok’s AI‑content labeling, 神州信息’s AI‑native product, Apple’s on‑device AI chips, expert views on scaling laws, and news on Fei‑Fei Li’s startup, Apple’s China tax, and Buffett’s Apple stake reduction.

AIAI InfrastructureCloud Computing
0 likes · 7 min read
Weekly Tech Overview: AI Advances, Mobile Game Store, and Industry Insights
Architect's Guide
Architect's Guide
May 13, 2024 · Artificial Intelligence

Understanding the Core Principles of Transformer Architecture

This article explains how Transformer models work by detailing the encoder‑decoder structure, self‑attention, multi‑head attention, positional encoding, and feed‑forward networks, and shows their applications in machine translation, recommendation systems, and large language models.

AIDeep LearningTransformer
0 likes · 11 min read
Understanding the Core Principles of Transformer Architecture
DataFunTalk
DataFunTalk
May 12, 2024 · Artificial Intelligence

Cold Start Strategies for New Content in Baidu Feed Recommendation

This article presents Baidu's comprehensive approach to cold‑starting new content in its large‑scale feed recommendation system, covering the definition and challenges of content cold start, algorithmic practices, ID feature optimizations, traffic control mechanisms, experimental design, and key Q&A insights.

AIBaiducold start
0 likes · 16 min read
Cold Start Strategies for New Content in Baidu Feed Recommendation
Architects' Tech Alliance
Architects' Tech Alliance
May 11, 2024 · Industry Insights

Why Network Interconnects Are the New Bottleneck for Large‑Model AI Training

The rapid growth of AI large‑model training and inference is driving unprecedented demand for compute and high‑speed networking, prompting a shift from traditional GPU clusters to super‑pooled intelligent computing centers that must balance multiple intra‑ and inter‑node interconnect solutions such as NVLink, OAM/UBB, InfiniBand and RoCEv2.

AIData CenterInfiniBand
0 likes · 6 min read
Why Network Interconnects Are the New Bottleneck for Large‑Model AI Training
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
May 10, 2024 · Artificial Intelligence

How We Engineered Robust AI Strategies for Huawei’s Software Elite Challenge

This article recounts the team’s motivation, algorithmic design, and game‑theoretic tactics—from simple BFS robot navigation and collision avoidance to advanced ship routing and purchase strategies—used across the preliminary, semi‑final, and final rounds of the 2024 Huawei Software Elite Challenge, highlighting lessons learned and performance outcomes.

AIRoboticscollision avoidance
0 likes · 15 min read
How We Engineered Robust AI Strategies for Huawei’s Software Elite Challenge
Baidu Tech Salon
Baidu Tech Salon
May 8, 2024 · Artificial Intelligence

Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform

Sugar BI, Baidu’s AI‑driven next‑generation business intelligence platform, evolves from the 2016 ShowX system into a zero‑code, multi‑source analytics suite that integrates over 30 data connectors, advanced semantic modeling, and the Wenxin‑powered Sugar Bot, which transforms natural‑language queries into optimized visualizations via intelligent chart recommendation, positioning it as a leading AI‑augmented BI solution.

AIData visualizationIntelligent Chart Recommendation
0 likes · 19 min read
Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform
Baidu Geek Talk
Baidu Geek Talk
May 8, 2024 · Artificial Intelligence

Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform

Sugar BI, evolving from the internal ShowX platform to versions 2.0‑4.0, now offers a zero‑code, drag‑and‑drop visual editor, support for over 30 data sources, AI‑powered automatic analysis and the Sugar Bot Q&A module that transforms multi‑day data tasks into minutes, delivering containerized SaaS BI with intelligent chart recommendation and rapid, code‑free decision‑making for enterprises.

AIAnalyticsBI
0 likes · 19 min read
Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform
DataFunSummit
DataFunSummit
May 8, 2024 · Artificial Intelligence

Kuaishou’s Practices for Large‑Scale Model Data Processing and Storage

This article shares Kuaishou’s real‑time, massive‑scale model data processing pipeline, covering model scenarios, recommendation workflow complexity, large‑scale data storage, streaming joins, feature computation, NVM‑based storage solutions, strong consistency mechanisms, and future outlook for AI recommendation systems.

AIKuaishouNVM storage
0 likes · 16 min read
Kuaishou’s Practices for Large‑Scale Model Data Processing and Storage
Baidu App Technology
Baidu App Technology
May 8, 2024 · Artificial Intelligence

How AI Can Auto‑Generate Standardized Git Commit Messages

This article details the design, implementation, and evaluation of an AI‑powered tool that automatically creates compliant Git commit messages by leveraging large language models, custom plugins, and performance‑focused optimizations to improve developer productivity and commit quality.

AILLMPerformance Optimization
0 likes · 16 min read
How AI Can Auto‑Generate Standardized Git Commit Messages
Goodme Frontend Team
Goodme Frontend Team
May 8, 2024 · Frontend Development

2024 Frontend & Tech Highlights: Node.js 22, React 19, Blockchain, AIGC Low‑Code

This curated newsletter presents the latest releases of Node.js, React, and React Native, highlights a blockchain career transition story, summarizes AIGC‑powered low‑code development, systematic data‑governance modeling, import‑statement optimization, techniques for showcasing technical depth, and design proposal guidance for the VUCA era.

AIBlockchainFrontend
0 likes · 6 min read
2024 Frontend & Tech Highlights: Node.js 22, React 19, Blockchain, AIGC Low‑Code
DataFunTalk
DataFunTalk
May 8, 2024 · Artificial Intelligence

Intelligent NPCs: Infusing Soul into Game Characters with AI and the Art and Science of Deep Model Inference Acceleration

This talk explores how large‑model AI can give game NPCs personality, outlines the opportunities and challenges of intelligent NPCs, presents a case study of the "Jue Zhi An Nuan" NPC, and discusses future directions, safety compliance, and real‑time multimodal interaction solutions.

AIGame DevelopmentGame NPC
0 likes · 3 min read
Intelligent NPCs: Infusing Soul into Game Characters with AI and the Art and Science of Deep Model Inference Acceleration
DataFunTalk
DataFunTalk
May 8, 2024 · Big Data

Risk Control and Data Application in the Bulk Commodity Industry: Challenges, Solutions, and Core Capabilities

The article presents Ant Group's exploration of applying its data‑driven risk control and credit assessment capabilities to the traditional bulk commodity sector, detailing industry background, data pain points, core technical solutions, and the construction of a secure, explainable data‑model platform for digital transformation.

AIBig DataBulk Industry
0 likes · 13 min read
Risk Control and Data Application in the Bulk Commodity Industry: Challenges, Solutions, and Core Capabilities
Java Backend Technology
Java Backend Technology
May 8, 2024 · Artificial Intelligence

Explore the Latest Open‑Source AI Projects: Llama 3, MaxKB, Phidata & RAGFlow

This article highlights four cutting‑edge open‑source AI initiatives—Meta’s Llama 3 large language model, the MaxKB knowledge‑base Q&A system, the Phidata framework for building AI assistants, and the RAGFlow retrieval‑augmented generation engine—detailing their capabilities, licensing, and where to access the code.

AIKnowledge BaseLLM
0 likes · 7 min read
Explore the Latest Open‑Source AI Projects: Llama 3, MaxKB, Phidata & RAGFlow
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
May 7, 2024 · Artificial Intelligence

Winning Huawei’s Global Smart Port Challenge: Key Strategies and AI Techniques

The Harbin Institute of Technology team detailed their championship journey in Huawei's 2024 Software Elite Challenge, explaining the competition's smart‑port scenario, their multi‑stage algorithmic approach for robot and ship decision‑making, path‑finding optimizations, large‑model integration, and performance tuning that secured first place.

AIHuaweiSmart Port
0 likes · 18 min read
Winning Huawei’s Global Smart Port Challenge: Key Strategies and AI Techniques