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Architecture and Beyond
Architecture and Beyond
Dec 21, 2025 · Artificial Intelligence

Designing RAG for Industry‑Specific AI Agents: From Data to Safe Execution

This article explains how to build Retrieval‑Augmented Generation (RAG) for industry‑specific AI agents, covering required capabilities, metrics, data sources, indexing, hybrid retrieval, decision‑point integration, layered output, permission controls, rollout strategies, and common pitfalls to ensure reliable and secure automation.

Agent DesignKnowledge RetrievalRAG
0 likes · 17 min read
Designing RAG for Industry‑Specific AI Agents: From Data to Safe Execution
DataFunTalk
DataFunTalk
Sep 23, 2025 · Artificial Intelligence

Inside the 2025 GenAI Summit: Cutting-Edge Research, Industry Applications, and Expert Insights

The DataFun 2025 GenAI Summit brings together top AI researchers and industry leaders to explore the latest breakthroughs in large‑model technology, generative recommendation, AI‑driven finance, video understanding, legal AI, and marketing, featuring five heavyweight forums, live demos, and a QR‑code registration for free access.

AI applicationsGenAIindustry AI
0 likes · 24 min read
Inside the 2025 GenAI Summit: Cutting-Edge Research, Industry Applications, and Expert Insights
DataFunTalk
DataFunTalk
Sep 20, 2025 · Artificial Intelligence

GenAI Unleashed: Cutting-Edge Practices & Real-World Applications

The DataFun Summit 2025 showcases leading experts presenting the latest breakthroughs in generative AI, large‑model research, and industry‑specific applications—from financial analysis and e‑commerce recommendation to video understanding and intelligent agents—offering attendees actionable insights to accelerate AI adoption across sectors.

AI applicationsGenAIindustry AI
0 likes · 26 min read
GenAI Unleashed: Cutting-Edge Practices & Real-World Applications
DataFunSummit
DataFunSummit
Aug 28, 2025 · Artificial Intelligence

Why Finance Needs Its Own Large Language Model: Insights from Du Xiaoman

This article explains how the unique data‑driven, knowledge‑intensive, and complex nature of the financial industry makes large language models especially valuable, outlines the limitations of generic models, and shows how domain‑specific, cost‑effective models can deliver superior performance for finance.

AILarge Language ModelsModel Training
0 likes · 5 min read
Why Finance Needs Its Own Large Language Model: Insights from Du Xiaoman
JD Retail Technology
JD Retail Technology
May 22, 2025 · Industry Insights

Cracking Hidden Ad Fraud: JD’s AI‑Driven Anti‑Cheat System Explained

This article recounts the journey of a JD PhD trainee who transformed academic research on anomaly detection into a production‑grade, LLM‑enhanced anti‑fraud system that identifies concealed address codes in CPS ads, detailing model design, LoRA fine‑tuning, reinforcement learning, distillation, cost‑aware deployment, and lessons learned for scalable ad risk management.

Reinforcement Learningad fraud detectionindustry AI
0 likes · 12 min read
Cracking Hidden Ad Fraud: JD’s AI‑Driven Anti‑Cheat System Explained
Baidu Geek Talk
Baidu Geek Talk
Mar 10, 2025 · Artificial Intelligence

How Baidu Cloud’s AI+ Strategy Powers State‑Owned Enterprises with DeepSeek One‑Box Solutions

The article examines Baidu Cloud’s integration of DeepSeek large‑model hardware, detailing the Baige and Qianfan one‑box systems, their technical specs, deployment speed, and how they enable state‑owned enterprises across energy, manufacturing, and logistics to accelerate AI‑driven digital transformation.

AIBaidu CloudDeepSeek
0 likes · 6 min read
How Baidu Cloud’s AI+ Strategy Powers State‑Owned Enterprises with DeepSeek One‑Box Solutions
Data Thinking Notes
Data Thinking Notes
Mar 6, 2025 · Artificial Intelligence

How China’s State‑Owned Giants Are Accelerating AI with DeepSeek

Amid a global digital surge, 45% of China’s central state‑owned enterprises have deployed the DeepSeek large‑model platform, rapidly integrating AI across energy, power, telecom, construction and other sectors to boost intelligent transformation and operational efficiency.

AI adoptionChinaDeepSeek
0 likes · 7 min read
How China’s State‑Owned Giants Are Accelerating AI with DeepSeek
Baidu Geek Talk
Baidu Geek Talk
Dec 13, 2021 · Industry Insights

How AI Powers Scalable Content Generation for Franchise Platforms

The article analyzes the franchise recruitment industry's content challenges and presents a systematic AI-driven solution that combines traffic analysis, multi‑mode content generation, and rigorous data validation to automatically produce high‑quality, personalized copy at scale.

AI content generationdata validationfranchise industry
0 likes · 15 min read
How AI Powers Scalable Content Generation for Franchise Platforms
Alibaba Cloud Developer
Alibaba Cloud Developer
Sep 26, 2019 · Artificial Intelligence

Alibaba Unveils 10 Trillion Daily AI Calls and Record‑Breaking Hanguang 800 Chip at Cloud Expo

At the Cloud Expo, Alibaba revealed it processes over 10 trillion AI calls daily, unveiled its record‑breaking Hanguang 800 chip, detailed its massive AI cloud infrastructure, and highlighted breakthroughs in AI platforms, algorithms, and industry applications, underscoring its leadership in Chinese artificial intelligence.

AIAlibabaCloud AI
0 likes · 7 min read
Alibaba Unveils 10 Trillion Daily AI Calls and Record‑Breaking Hanguang 800 Chip at Cloud Expo