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Fighter's World
Fighter's World
Jan 9, 2026 · Artificial Intelligence

Compound Engineering: Accelerating the Compound Evolution of AI Agents

The article analyzes how Compound Engineering—a methodology that teaches AI agents through work, extracts category‑level rules from bugs, maintains a living knowledge base, and compresses feedback loops—enables agents to remember past experience, achieve compounding productivity gains, and be applied beyond coding to industry domains.

AI agentsSkillscompound-engineering
0 likes · 22 min read
Compound Engineering: Accelerating the Compound Evolution of AI Agents
Data Party THU
Data Party THU
Nov 21, 2025 · Artificial Intelligence

Unlocking 2025 Multi-Agent AI: Core Tech, Frameworks, and Emerging Trends

This article analyzes the technical foundations, development frameworks, real‑time inference optimizations, typical industry deployments, and future research directions of multi‑agent systems in 2025, highlighting protocols like FIPA‑ACL and MCP, tools such as LangGraph and ADP3.0, and edge‑computing breakthroughs.

AI ArchitectureModel Quantizationdistributed computing
0 likes · 16 min read
Unlocking 2025 Multi-Agent AI: Core Tech, Frameworks, and Emerging Trends
Data Party THU
Data Party THU
Aug 23, 2025 · Industry Insights

How Apache IoTDB Dominated Benchmarks and Powered Industry 2023‑2025

The article summarizes the 2025 Time Series Database Innovation Conference where Apache IoTDB’s evolution, technical breakthroughs, benchmark leadership, open‑source community growth, and real‑world industrial deployments from aerospace to oil‑gas are detailed, highlighting the upcoming IoTDB 2.0 vision.

Apache IoTDBDB+AITime Series Database
0 likes · 11 min read
How Apache IoTDB Dominated Benchmarks and Powered Industry 2023‑2025
Qborfy AI
Qborfy AI
Aug 8, 2025 · Artificial Intelligence

Why Transformers Revolutionized AI: A Deep Dive into Self‑Attention

This article explains how the Transformer model replaces sequential RNN processing with parallel self‑attention, detailing its core components, positional encoding, encoder‑decoder workflow, industry impact, and surprising facts such as training speed gains and energy efficiency.

AIDeep LearningModel architecture
0 likes · 5 min read
Why Transformers Revolutionized AI: A Deep Dive into Self‑Attention
DataFunSummit
DataFunSummit
Jul 19, 2025 · Artificial Intelligence

Big Data Meets Generative AI: Industry Transformations from Prof. Dou

Prof. Dou Dejing shares his journey into Fudan University's Data Intelligence Lab, outlines the history and synergy of big data and AI, reviews generative AI breakthroughs, evaluates large‑model strengths and weaknesses, and explores their expanding industrial applications and market potential.

Big Dataartificial intelligencegenerative AI
0 likes · 13 min read
Big Data Meets Generative AI: Industry Transformations from Prof. Dou
Data Thinking Notes
Data Thinking Notes
Jun 8, 2025 · Artificial Intelligence

Explore the Complete AI Large Model Technology Landscape: Architecture Diagrams Across Industries

This article presents a panoramic view of AI large‑model technologies, showcasing a series of architecture diagrams that illustrate general model frameworks, RAG knowledge‑base structures, agricultural and retail applications, IoT integration, compliance and risk‑management setups, agent platforms, and CRM‑enhanced solutions.

AIRAGarchitecture
0 likes · 3 min read
Explore the Complete AI Large Model Technology Landscape: Architecture Diagrams Across Industries
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jun 7, 2025 · Artificial Intelligence

How AI Reasoning and Agents Are Transforming Industry: The Rise of the “Industrial Brain”

The article explains how large AI models are evolving from simple chatbots into reasoning-powered agents integrated with massive domain knowledge, creating powerful “industrial brains” that can understand and solve complex real‑world problems, reshaping the future of IT and the internet industry.

AIKnowledge Graphagents
0 likes · 6 min read
How AI Reasoning and Agents Are Transforming Industry: The Rise of the “Industrial Brain”
Architects' Tech Alliance
Architects' Tech Alliance
Mar 28, 2025 · Artificial Intelligence

How DeepSeek Leverages Huawei Ascend to Boost AI Inference Efficiency

The report analyzes DeepSeek's latest V3 and R1 models, highlights their scaling‑law‑driven cost reductions, explains how Huawei Ascend optimizes inference by cutting KV‑Cache storage and improving compute efficiency, and surveys the model’s deployments across finance, government, manufacturing, and healthcare sectors.

AI efficiencyAI inferenceDeepSeek
0 likes · 4 min read
How DeepSeek Leverages Huawei Ascend to Boost AI Inference Efficiency
Meituan Technology Team
Meituan Technology Team
Jan 9, 2025 · Artificial Intelligence

Roundtable Discussion on Embodied Intelligence at Meituan Robot Research Institute 2024 Academic Annual Meeting

At Meituan Robot Research Institute’s 2024 academic meeting, a diverse panel of scholars and entrepreneurs debated the relative importance of hardware and algorithms for embodied intelligence, identified near‑term market niches such as hazardous‑environment and household assistance, projected rapid scaling to thousands of autonomous humanoids, and highlighted safety, mass‑market adoption, and ethical considerations as key challenges.

Embodied AIRoboticsartificial intelligence
0 likes · 27 min read
Roundtable Discussion on Embodied Intelligence at Meituan Robot Research Institute 2024 Academic Annual Meeting
Data Thinking Notes
Data Thinking Notes
Dec 26, 2024 · Artificial Intelligence

How AI Large Models are Transforming Industries: Trends, Challenges, and Opportunities

This report, jointly authored by Qianzhan Industry Research Institute, Shougang Fund CANPLUS, and Huawei Cloud, examines AI large‑model applications across four dimensions—overview, current status with case studies, pain points and solutions, and future trends—highlighting how these models boost production efficiency, balance cost, privacy, and performance, and elevate data’s role in industry.

AIartificial intelligencedata efficiency
0 likes · 4 min read
How AI Large Models are Transforming Industries: Trends, Challenges, and Opportunities
Baidu Tech Salon
Baidu Tech Salon
Nov 14, 2024 · Artificial Intelligence

How Baidu’s Wenxin Model Hit 430 Million Users and What Its New Tech Means for AI

At Baidu World 2024, CTO Wang Haifeng revealed that Wenxin Yiyan has reached 430 million users, detailed the model’s retrieval‑augmented and multimodal generation breakthroughs, showcased intelligent‑agent‑driven coding tools, and highlighted expanding AI applications across education, sports, and industry.

AIIntelligent agentsindustry applications
0 likes · 7 min read
How Baidu’s Wenxin Model Hit 430 Million Users and What Its New Tech Means for AI
DataFunTalk
DataFunTalk
Nov 13, 2024 · Artificial Intelligence

Baidu World 2024: Li Yanhong’s Keynote on Large‑Model Advances, iRAG, Intelligent Agents and the No‑Code Tool “Miaoda”

At the 2024 Baidu World conference, CEO Li Yanhong presented a one‑hour keynote outlining Baidu’s recent breakthroughs in large‑model technology—including the retrieval‑augmented iRAG system, the rise of intelligent agents, and the launch of the no‑code “Miaoda” tool—highlighting their industrial applications and future impact.

Intelligent agentsNo-codeartificial intelligence
0 likes · 23 min read
Baidu World 2024: Li Yanhong’s Keynote on Large‑Model Advances, iRAG, Intelligent Agents and the No‑Code Tool “Miaoda”
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.

AIComputer VisionProduct Development
0 likes · 21 min read
AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection
Baidu Tech Salon
Baidu Tech Salon
May 27, 2024 · Industry Insights

How Large Language Models Are Transforming Industries

This report examines the technical evolution of large AI models, outlines industry demand, explains how these models add value across sectors, and discusses future challenges and considerations for large‑model‑driven transformation in a wide range of businesses.

AI adoptionartificial intelligenceindustry applications
0 likes · 2 min read
How Large Language Models Are Transforming Industries
DataFunSummit
DataFunSummit
Apr 12, 2024 · Artificial Intelligence

Exploring the Application of AI Large Models in the Automotive Industry

This article provides a comprehensive overview of AI large‑model development, defines what constitutes a large model, discusses current challenges such as cost, privacy and safety, and examines how these models can improve efficiency across automotive marketing, sales, service, data management, infrastructure building, and future automation stages.

AIData Managementautomotive
0 likes · 13 min read
Exploring the Application of AI Large Models in the Automotive Industry
DataFunTalk
DataFunTalk
Apr 3, 2024 · Artificial Intelligence

DataFunCon 2024 Shanghai: AI, Big Data, Cloud and Industry Forum Program

DataFunCon 2024 Shanghai brings together leading experts from AI, big data, cloud computing, and industry sectors to discuss cutting‑edge technologies, large‑model applications, intelligent operations, and digital transformation across automotive, healthcare, finance, retail, and entertainment.

Big DataData GovernanceDigital Transformation
0 likes · 69 min read
DataFunCon 2024 Shanghai: AI, Big Data, Cloud and Industry Forum Program
DataFunSummit
DataFunSummit
Apr 1, 2024 · Artificial Intelligence

DataFunCon 2024 Shanghai Conference Program Overview

The DataFunCon 2024 Shanghai conference brings together leading experts from academia and industry to discuss cutting‑edge topics such as large language models, AI‑driven operations, data governance, digital transformation, and emerging applications across automotive, finance, retail, and entertainment sectors.

AIBig DataDigital Transformation
0 likes · 69 min read
DataFunCon 2024 Shanghai Conference Program Overview
NewBeeNLP
NewBeeNLP
Mar 10, 2024 · Industry Insights

What WWW'24 Papers Reveal About LLMs in Search & Recommendation

This overview summarizes six WWW 2024 industry papers that apply large language models to e‑commerce search, personalized query suggestion, article recommendation, collaborative filtering, and lifelong sequential behavior understanding, highlighting their methods, experimental results, deployment status, and emerging trends in LLM‑driven search and recommendation.

LLMSearchWWW2024
0 likes · 16 min read
What WWW'24 Papers Reveal About LLMs in Search & Recommendation
Baidu Tech Salon
Baidu Tech Salon
Jul 21, 2023 · Artificial Intelligence

IDC Report: Baidu Wenxin Large Model Leads AI Evaluation with 7 Full Scores

IDC’s 2023 AI Large Model Technology Capability Assessment names Baidu’s Wenxin (ERNIE) series as the overall leader, earning seven full scores across twelve dimensions—including the sole perfect score for algorithm model—thanks to its four‑layer stack, knowledge‑enhanced core, PaddlePaddle platform, and extensive industry deployments with over 150,000 enterprises.

AI Large ModelsBaiduErnie
0 likes · 6 min read
IDC Report: Baidu Wenxin Large Model Leads AI Evaluation with 7 Full Scores
Baidu Tech Salon
Baidu Tech Salon
May 29, 2023 · Artificial Intelligence

Baidu CTO Wang Haifeng Highlights Wenxin Yiyan Large Language Model at Zhongguancun Forum

At the Zhongguancun Forum, Baidu CTO Wang Haifeng showcased the self‑developed Wenxin Yiyan large language model—demonstrating its knowledge‑enhanced Q&A, writing, poetry, video generation and reasoning abilities, its integration as an intelligent office assistant, and its role in driving a model‑as‑a‑service ecosystem that fuels China’s AI‑led industrial transformation.

AI policyBaiduWenxin Yiyan
0 likes · 7 min read
Baidu CTO Wang Haifeng Highlights Wenxin Yiyan Large Language Model at Zhongguancun Forum
DataFunSummit
DataFunSummit
Mar 21, 2023 · Artificial Intelligence

Interview with Huawei Noah's Ark Lab Senior Researcher Zhou Min on Graph Machine Learning: Research, Deployment, Challenges, and Trends

In this DataFun interview, Huawei Noah's Ark Lab senior researcher Zhou Min discusses the state of graph machine learning in academia and industry, covering algorithmic foundations, model variants, practical applications, scalability challenges, and future directions for more universal feature extraction across domains.

AI researchDataFunGraph Machine Learning
0 likes · 9 min read
Interview with Huawei Noah's Ark Lab Senior Researcher Zhou Min on Graph Machine Learning: Research, Deployment, Challenges, and Trends
AntTech
AntTech
Feb 24, 2023 · Artificial Intelligence

Large-Scale Complex Heterogeneous Graph Data Intelligent Analysis Technology Wins 2022 CIEE Science and Technology Award

The 2022 China Institute of Electronics (CIEE) Science and Technology Award recognized a collaborative project between Beijing University of Posts and Telecommunications and Ant Group for pioneering large-scale heterogeneous graph neural network models, a trillion‑scale dynamic graph learning system, and extensive industry applications, earning top honors, patents, papers, and standards.

Technology Awardgraph neural networksheterogeneous graphs
0 likes · 4 min read
Large-Scale Complex Heterogeneous Graph Data Intelligent Analysis Technology Wins 2022 CIEE Science and Technology Award
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Feb 20, 2023 · Industry Insights

Why Pre‑trained Large Models Are the New Infrastructure for AI Applications

Pre‑trained large models are emerging as the foundational infrastructure for AI across industries; this article analyzes their technical advantages, application trends in NLP, CV and multimodal domains, presents a telecom customer‑service case study with performance benchmarks, and outlines future deployment challenges and research directions.

Computer VisionNLPPrompt Tuning
0 likes · 23 min read
Why Pre‑trained Large Models Are the New Infrastructure for AI Applications
Tencent Cloud Developer
Tencent Cloud Developer
Jul 27, 2022 · Industry Insights

How 5G Is Steering the Future of Autonomous Driving and Industry Applications

The article reviews the TVP 5G technology sharing conference, summarizing expert analyses on 5G’s three‑year commercial rollout, its impact on autonomous driving, industrial IoT, mining and port logistics, the challenges of large‑scale deployment, and strategic recommendations for accelerating 5G‑driven digital transformation.

5GDigital TransformationIoT
0 likes · 25 min read
How 5G Is Steering the Future of Autonomous Driving and Industry Applications
AntTech
AntTech
Jun 14, 2022 · Big Data

Insights on Graph Computing: Technology, Applications, and Future Directions

Professor Chen Wenguang discusses how graph computing—originating from graph theory—offers a powerful way to model relationships across industries, its rapid development in China, challenges in scaling, integration with AI via graph neural networks, and the collaborative efforts needed between academia and industry to advance the field.

AIBig DataGraph Processing
0 likes · 17 min read
Insights on Graph Computing: Technology, Applications, and Future Directions
DataFunTalk
DataFunTalk
Mar 17, 2022 · Artificial Intelligence

A Survey of Text Classification and Intent Recognition: Industrial and Research Perspectives

This article reviews recent developments in text classification and intent recognition, comparing industrial practices such as business‑coupled feature engineering with research trends like pretrained language models, and provides references and practical insights for building effective NLP solutions.

NLPindustry applicationsintent recognition
0 likes · 13 min read
A Survey of Text Classification and Intent Recognition: Industrial and Research Perspectives
AntTech
AntTech
Mar 1, 2022 · Big Data

Graph Computing at Ant Group: From Fraud Prevention to Industry‑Wide Impact

The article explains how Ant Group leverages large‑scale graph computing—through its GeaBase and TuGraph platforms and a dedicated research team—to enhance real‑time fraud detection, drive industry standards, and explore future applications across finance, energy, and public services.

Ant GroupBig DataTuGraph
0 likes · 7 min read
Graph Computing at Ant Group: From Fraud Prevention to Industry‑Wide Impact
Beike Product & Technology
Beike Product & Technology
Dec 23, 2021 · Artificial Intelligence

Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum

The CNCC 2021 forum brought together leading academics and industry experts to discuss advances in graph neural networks, graph computing for quantum chemistry, and practical applications of knowledge‑graph reasoning in sectors such as real‑estate and online video, showcasing both research breakthroughs and industrial deployment strategies.

Knowledge GraphQuantum Chemistryartificial intelligence
0 likes · 8 min read
Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum
DataFunSummit
DataFunSummit
Dec 8, 2021 · Artificial Intelligence

Knowledge Graph Forum at DataFunCon – Speakers, Topics, and Registration Details

The DataFunCon Knowledge Graph Forum on December 18 gathers leading experts from academia and industry to discuss large‑scale knowledge graph construction, storage, applications, and challenges, offering attendees insights into cutting‑edge AI techniques, graph databases, and practical deployment strategies across multiple domains.

Knowledge Graphartificial intelligencegraph databases
0 likes · 11 min read
Knowledge Graph Forum at DataFunCon – Speakers, Topics, and Registration Details
Tencent Cloud Developer
Tencent Cloud Developer
Dec 2, 2021 · Cloud Computing

Challenges and Exploration of IoT Technology in Industry Applications

Chen Jie’s presentation at the Techo TVP Developer Summit traces IoT’s evolution, outlines Tencent Cloud’s four‑layer architecture, security and reliability mechanisms, developer SDKs, and real‑world case studies—including large‑scale consumer speakers and audio‑video solutions—demonstrating how the platform turns connectivity into intelligent industrial applications.

IoTTencent Cloudaudio video
0 likes · 23 min read
Challenges and Exploration of IoT Technology in Industry Applications
DataFunTalk
DataFunTalk
Mar 18, 2021 · Artificial Intelligence

Advances in Baidu Knowledge Graph: Technologies, Applications, and Future Directions

This presentation by Baidu senior R&D engineer Wang Quan outlines the evolution, architecture, and recent breakthroughs of Baidu's knowledge graph, covering universal, event, video, and industry-specific graphs, key technologies such as open knowledge mining, self‑learning, multi‑source fusion, and their applications in search, recommendation, dialogue, and intelligent services.

Event ExtractionKnowledge GraphSearch
0 likes · 22 min read
Advances in Baidu Knowledge Graph: Technologies, Applications, and Future Directions
DataFunTalk
DataFunTalk
Dec 9, 2020 · Artificial Intelligence

DataFunTalk Year-End Knowledge Graph Forum – Schedule, Speakers, and Registration Details

The DataFunTalk Year-End Knowledge Graph Forum on December 19, 2023, will be streamed live and feature four expert speakers from Baidu, Alibaba, Meituan, and Beike who will share cutting‑edge knowledge‑graph technologies, applications, and practical techniques for industry and research audiences.

Knowledge Graphartificial intelligenceconference
0 likes · 7 min read
DataFunTalk Year-End Knowledge Graph Forum – Schedule, Speakers, and Registration Details
Tencent Cloud Developer
Tencent Cloud Developer
Apr 19, 2019 · Artificial Intelligence

Tencent Cloud Face Recognition Technology: Products, Architecture, and Industry Applications

The article outlines Tencent Cloud’s face‑recognition technology—from its deep‑learning‑based algorithm training and multi‑layer system architecture, through the YouTu Lab‑powered product suite for detection, analysis, comparison, liveness and search, to real‑world deployments in security, metro transportation and retail, highlighting integration challenges and performance optimizations.

AI productsComputer VisionSmart Retail
0 likes · 18 min read
Tencent Cloud Face Recognition Technology: Products, Architecture, and Industry Applications
Tencent Cloud Developer
Tencent Cloud Developer
Aug 1, 2018 · Artificial Intelligence

How AI Powers Real-World Apps: From Face Filters to Medical Imaging

The July 28 Tencent Cloud community salon in Beijing gathered five AI experts who demonstrated practical AI applications—including computer‑vision face filters, OCR services, smart construction attendance, game AI, and breast‑cancer detection—showing how cloud‑based models, data pipelines, and deployment strategies turn research into usable products.

AICloud AIComputer Vision
0 likes · 21 min read
How AI Powers Real-World Apps: From Face Filters to Medical Imaging
21CTO
21CTO
Jan 18, 2018 · Blockchain

Understanding Blockchain: Fundamentals, Core Technologies, and Real‑World Applications

This comprehensive guide explains blockchain fundamentals, its core technologies such as blocks, hash functions, Merkle trees, consensus mechanisms and smart contracts, and explores diverse industry applications—from digital currencies and finance to supply‑chain, healthcare and IP—while also offering investment insights and future outlooks.

consensus mechanismscryptocurrencydistributed ledger
0 likes · 44 min read
Understanding Blockchain: Fundamentals, Core Technologies, and Real‑World Applications
MaGe Linux Operations
MaGe Linux Operations
May 17, 2017 · Big Data

How Big Data Turns Raw Information into Resource Optimization

The article explains that the ultimate value of big data lies in optimizing resource allocation by first crowdsourcing massive data, then fully mining it to uncover truth, and finally using those insights across industries such as transportation, advertising, finance, and more.

Big DataResource Optimizationcrowdsourcing
0 likes · 7 min read
How Big Data Turns Raw Information into Resource Optimization