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DataFunSummit

Official account of the DataFun community, dedicated to sharing big data and AI industry summit news and speaker talks, with regular downloadable resource packs.

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Recent Articles

Latest from DataFunSummit

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DataFunSummit
DataFunSummit
Dec 20, 2025 · Artificial Intelligence

How AutoHome Built the Cangjie Large Model: From Training Architecture to Real-World AI Applications

This article details AutoHome's end‑to‑end development of the Cangjie large model, covering the training infrastructure with distributed data, pipeline and tensor parallelism, core business use cases such as video script generation and multi‑tool Agent capabilities, inference optimizations through quantization and fast serving frameworks, and future directions for personalized automotive AI services.

Distributed TrainingLarge Language ModelQuantization
0 likes · 19 min read
How AutoHome Built the Cangjie Large Model: From Training Architecture to Real-World AI Applications
DataFunSummit
DataFunSummit
Dec 19, 2025 · Artificial Intelligence

How Agentic RAG, LLM‑Powered Recommendations, and Generative Ranking Transform AI Search and Ads

This article surveys cutting‑edge AI techniques—including Alibaba Cloud's Agentic RAG for multimodal search, Huawei Noah's LLM‑enhanced recommendation evolution, and Baidu's generative ranking (GRAB) for ads—detailing their architectures, optimization tricks, performance gains, and real‑world deployment results.

AI searchAgentic RAGGPU acceleration
0 likes · 9 min read
How Agentic RAG, LLM‑Powered Recommendations, and Generative Ranking Transform AI Search and Ads
DataFunSummit
DataFunSummit
Dec 19, 2025 · Cloud Native

How HiSilicon Uses Cloud‑Native Architecture to Build a Multi‑Modal Data Lake

Amid the AI wave, HiSilicon’s digital transformation tackles fragmented industrial data by adopting a cloud‑native, open‑source stack centered on Paimon, creating a unified metadata model, knowledge graph, and elastic scheduling that balances performance and cost while powering AI‑ready services across nine business domains.

AIKnowledge Graphbig-data
0 likes · 12 min read
How HiSilicon Uses Cloud‑Native Architecture to Build a Multi‑Modal Data Lake
DataFunSummit
DataFunSummit
Dec 18, 2025 · Artificial Intelligence

How Zhihu Boosted R&D Efficiency by 38% with AI‑Powered End‑to‑End Collaboration

In this detailed case study, Zhihu explains how it integrated AI agents across the entire product‑research‑development workflow— from requirement analysis and architecture design to coding, testing, and deployment— achieving up to 38.6% efficiency gains, saving dozens of person‑days each week, and building a reusable knowledge‑base for future projects.

AIAutomationknowledge-base
0 likes · 26 min read
How Zhihu Boosted R&D Efficiency by 38% with AI‑Powered End‑to‑End Collaboration
DataFunSummit
DataFunSummit
Dec 14, 2025 · Artificial Intelligence

How Sina Weibo Scaled Enterprise AI with a Unified Multi‑Agent Platform

Sina Weibo’s engineering team tackled the high technical barriers, low reuse, and long cycles of large‑model AI deployment by building a unified AI application platform that combines a layered architecture, low‑code workflow, multi‑agent orchestration, and knowledge‑base integration, enabling rapid, reliable AI solutions across the company.

AI PlatformEnterprise AIKnowledge Base
0 likes · 26 min read
How Sina Weibo Scaled Enterprise AI with a Unified Multi‑Agent Platform
DataFunSummit
DataFunSummit
Dec 11, 2025 · Artificial Intelligence

Beyond Assistance: How Code Agents Are Evolving Toward Full Autonomy

A round‑table of AI experts and industry leaders examines the current capabilities, limitations, and future trajectories of code agents, covering topics from capability boundaries and autonomous evolution to large‑scale codebase challenges, multi‑agent collaboration, hallucination mitigation, and security safeguards.

AIAutomationCode Agent
0 likes · 16 min read
Beyond Assistance: How Code Agents Are Evolving Toward Full Autonomy
DataFunSummit
DataFunSummit
Dec 9, 2025 · Artificial Intelligence

How JetBrains Is Reinventing IDEs with AI Agents and the New ACP Protocol

This article details JetBrains' journey from early AI plugins to a platform‑wide AI architecture, covering challenges like prompt‑engineering dependence, technical debt in the IntelliJ Platform, the design of the Agent Client Protocol (ACP), and future AI‑driven features such as EmbArk, ReCap, and Ask Settings.

ACPAIAgent
0 likes · 20 min read
How JetBrains Is Reinventing IDEs with AI Agents and the New ACP Protocol
DataFunSummit
DataFunSummit
Dec 7, 2025 · Artificial Intelligence

How Multi‑Agent AI Can Turn Marketing into a Smart Closed‑Loop System

This article examines the chronic pain points of traditional marketing, explains how AI‑driven multi‑agent collaboration can create a data‑rich, automated, and continuously optimized marketing loop, and presents a real‑world case study with measurable performance gains and practical implementation guidelines.

AIAutomationMulti-agent
0 likes · 19 min read
How Multi‑Agent AI Can Turn Marketing into a Smart Closed‑Loop System
DataFunSummit
DataFunSummit
Dec 6, 2025 · Artificial Intelligence

Unlocking Enterprise AI Coding: DHcoder’s Real‑World Practices and Strategic Insights

This article systematically presents the enterprise‑grade AI programming assistant DHcoder, examines the core question of AI as a replacement or augmentation, details its secure local‑vector + private‑model architecture, showcases management dashboards, developer‑friendly features, real‑world case studies, operational feedback loops, and provides expert Q&A on cost, safety, and ROI.

AICoding AssistantEnterprise
0 likes · 15 min read
Unlocking Enterprise AI Coding: DHcoder’s Real‑World Practices and Strategic Insights