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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.

AIIndustry ApplicationsRAG
0 likes · 3 min read
Explore the Complete AI Large Model Technology Landscape: Architecture Diagrams Across Industries
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.

AIData EfficiencyIndustry Applications
0 likes · 4 min read
How AI Large Models are Transforming Industries: Trends, Challenges, and Opportunities
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.

Generative AIIndustry ApplicationsIntelligent Agents
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.

AIIndustry ApplicationsMachine Learning
0 likes · 21 min read
AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection
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.

AIAutomotiveIndustry Applications
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.

Industry ApplicationsMachine Learningartificial intelligence
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.

AIIndustry ApplicationsMachine Learning
0 likes · 69 min read
DataFunCon 2024 Shanghai Conference Program Overview
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
DataFunTalk
DataFunTalk
Jun 9, 2023 · Artificial Intelligence

Expert Roundtable on Causal Inference and Large Language Models: Opportunities and Challenges

Leading experts discuss how causal inference intersects with large language models, exploring opportunities, challenges, industry applications, and future research directions, while sharing personal journeys into causal reasoning and offering practical advice for practitioners.

AI researchIndustry Applicationscausal inference
0 likes · 16 min read
Expert Roundtable on Causal Inference and Large Language Models: Opportunities and Challenges
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 policyBaiduIndustry Applications
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.

Graph Neural NetworksIndustry ApplicationsTechnology Award
0 likes · 4 min read
Large-Scale Complex Heterogeneous Graph Data Intelligent Analysis Technology Wins 2022 CIEE Science and Technology Award
DataFunSummit
DataFunSummit
Jul 31, 2022 · Information Security

Privacy Computing: Industry Development, Technical Architecture, and Security Compliance

This article examines the evolution of privacy computing as a data production factor, outlines its technical architecture and challenges, explores diverse industry applications, and discusses security and regulatory compliance considerations essential for the safe and effective circulation of data assets.

Federated LearningIndustry Applicationscompliance
0 likes · 11 min read
Privacy Computing: Industry Development, Technical Architecture, and Security Compliance
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.

AIGraph ComputingGraph Neural Networks
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.

Industry ApplicationsNLPText Classification
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 GroupGraph ComputingIndustry Applications
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.

Graph Neural NetworksIndustry ApplicationsKnowledge Graph
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.

Industry ApplicationsKnowledge Graphartificial intelligence
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.

Industry ApplicationsIoTTencent Cloud
0 likes · 23 min read
Challenges and Exploration of IoT Technology in Industry Applications
Tencent Cloud Developer
Tencent Cloud Developer
Nov 1, 2021 · Cloud Computing

From Internet of Everything to Intelligent Connected Everything: Tencent Cloud IoT Developer Summit 2021

At the 2021 Tencent Cloud IoT Developer Summit, experts highlighted the shift from the “Internet of Everything” to an “Intelligent Connected Everything” era, showcasing Tencent’s Cloud‑Edge‑Pipe‑End platform, 5G‑enabled AIoT, edge computing, unified wireless standards, open‑source TencentOS, and emerging applications such as wildlife protection, while projecting a $900 billion global IoT market by 2025.

5G TechnologyIndustry ApplicationsIntelligent Connected Everything
0 likes · 16 min read
From Internet of Everything to Intelligent Connected Everything: Tencent Cloud IoT Developer Summit 2021