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Tencent Technical Engineering
Tencent Technical Engineering
Feb 17, 2025 · Artificial Intelligence

Prompt Engineering: Definitions, Frameworks, Principles, and Advanced Techniques

The guide defines prompts as structured queries that unlock large‑language‑model abilities, outlines five core frameworks (RTF, Chain‑of‑Thought, RISEN, RODES, Density‑Chain), presents two key principles—clear, delimited instructions and explicit reasoning steps—to reduce hallucinations, and surveys advanced techniques such as zero‑shot, few‑shot, RAG, Tree‑of‑Thought and automatic prompt engineering.

AIRetrieval-Augmented Generationchain-of-thought
0 likes · 29 min read
Prompt Engineering: Definitions, Frameworks, Principles, and Advanced Techniques
macrozheng
macrozheng
Feb 17, 2025 · Artificial Intelligence

Unlock DeepSeek4j 1.4: Build a Private AI Knowledge Base with Spring Boot

This guide explains why DeepSeek4j is needed, its core features, and provides step‑by‑step instructions—including dependency setup, configuration, code examples, and a complete RAG pipeline using Milvus—to help developers quickly create a private AI knowledge base with Spring Boot.

AIDeepSeek4jMilvus
0 likes · 12 min read
Unlock DeepSeek4j 1.4: Build a Private AI Knowledge Base with Spring Boot
AI Product Manager Community
AI Product Manager Community
Feb 17, 2025 · Product Management

How AI Can Transform Your Product Roadmap into a Real‑Time Strategic Tool

In today’s fast‑changing market, traditional product planning falls short, so this article explains how AI‑powered data integration, predictive analytics, and dynamic feedback loops can create a real‑time, data‑driven product roadmap, detailing three implementation phases—data unification, intelligent analysis, and continuous adjustment—with practical steps for product managers.

AIData IntegrationRoadmap
0 likes · 8 min read
How AI Can Transform Your Product Roadmap into a Real‑Time Strategic Tool
Ops Development & AI Practice
Ops Development & AI Practice
Feb 15, 2025 · Artificial Intelligence

How to Efficiently Fine‑Tune Llama 3 on a Free Colab T4 GPU with Unsloth

This article provides a step‑by‑step, code‑rich tutorial for fine‑tuning the open‑source Llama 3 1B and 3B models on Google Colab using the Unsloth library and LoRA, covering environment setup, model loading, adapter insertion, dataset preparation, training configuration, inference, and model saving, all while keeping GPU memory usage low.

AIColabGPU
0 likes · 13 min read
How to Efficiently Fine‑Tune Llama 3 on a Free Colab T4 GPU with Unsloth
dbaplus Community
dbaplus Community
Feb 14, 2025 · Databases

How AI Tools Are Transforming the Role of Database Administrators

The article argues that, despite common fears, AI and modern management tools like OEM and DB Console empower DBAs to work more efficiently, improve performance, and stay relevant, while highlighting real-world stories of tool adoption and the challenges of AI hallucinations.

AIDBAPerformance Optimization
0 likes · 7 min read
How AI Tools Are Transforming the Role of Database Administrators
Architect's Alchemy Furnace
Architect's Alchemy Furnace
Feb 14, 2025 · Artificial Intelligence

AI-Driven Power Trading: Key Technologies, Architecture, and Future Trends

This article examines how artificial intelligence transforms power trading platforms by addressing challenges of renewable integration, introducing advanced forecasting, autonomous decision engines, market clearing optimization, and innovative architectures, while also analyzing international case studies, regulatory considerations, and future trends such as quantum machine learning and digital twins.

AIDigital TwinMarket Optimization
0 likes · 18 min read
AI-Driven Power Trading: Key Technologies, Architecture, and Future Trends
Tencent Technical Engineering
Tencent Technical Engineering
Feb 14, 2025 · Artificial Intelligence

Technical Overview of DeepSeek Series Models and Innovations

The DeepSeek series introduces a refined Mixture‑of‑Experts architecture with fine‑grained expert partitioning, shared experts, and learnable load‑balancing, alongside innovations such as Group Relative Policy Optimization, Multi‑Head Latent Attention, Multi‑Token Prediction, mixed‑precision FP8 training, and the R1/R1‑Zero models that use Long‑CoT reasoning, reinforcement‑learning pipelines, and distillation to achieve OpenAI‑comparable performance at lower cost.

AIDeepSeekMixture of Experts
0 likes · 25 min read
Technical Overview of DeepSeek Series Models and Innovations
Java Tech Enthusiast
Java Tech Enthusiast
Feb 14, 2025 · Artificial Intelligence

Apple Partners with Alibaba to Develop AI Features for iPhone Users

Apple’s new Apple Intelligence platform, unveiled at WWDC24, will incorporate Alibaba’s Qwen 2.5 Max model to create China‑specific AI features for iPhone users, with a custom dataset and regulatory submission, marking a shift from overseas ChatGPT reliance to a domestic partnership.

AIAlibabaApple
0 likes · 3 min read
Apple Partners with Alibaba to Develop AI Features for iPhone Users
Huolala Tech
Huolala Tech
Feb 14, 2025 · Artificial Intelligence

How AI‑Driven Loss Prevention Transforms Risk Management Across the Software Lifecycle

This article explains a comprehensive AI‑powered loss‑prevention framework that automatically identifies financial‑risk scenarios in both existing and new code, integrates model‑based detection into product, development, testing, and release stages, and continuously refines coverage through intelligent monitoring and rule enforcement.

AIloss preventionmodel training
0 likes · 11 min read
How AI‑Driven Loss Prevention Transforms Risk Management Across the Software Lifecycle
Code Ape Tech Column
Code Ape Tech Column
Feb 14, 2025 · Artificial Intelligence

Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide

This article explains how to integrate DeepSeek's large language models—both the chat‑oriented deepseek‑chat and the reasoning‑focused deepseek‑reasoner—into a Spring AI application, covering API key setup, base‑URL configuration, model selection, and providing full code examples for dependency, configuration, and a simple chat controller.

AIChatbotDeepSeek
0 likes · 6 min read
Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide
Architect
Architect
Feb 13, 2025 · Artificial Intelligence

How to Build a Mini ChatGPT on a Single GPU with MiniMind

This article provides a comprehensive, step‑by‑step guide to training and fine‑tuning a miniature large‑language model called MiniMind, covering lightweight model design, open‑source training pipelines, required datasets, tokenizer options, and deployment via a web UI, all using PyTorch on modest hardware.

AILLMMiniMind
0 likes · 11 min read
How to Build a Mini ChatGPT on a Single GPU with MiniMind
AIWalker
AIWalker
Feb 13, 2025 · Artificial Intelligence

How FlashVideo Turns Low‑Res Clips into 4K Video with Minimal Compute

FlashVideo introduces a two‑stage framework that first generates low‑resolution videos with strong prompt fidelity and then uses flow‑matching ODE trajectories to upscale to 4K quality in just four function evaluations, achieving top VBench‑Long scores while cutting generation time by up to five‑fold.

AIEfficiencyFlashVideo
0 likes · 26 min read
How FlashVideo Turns Low‑Res Clips into 4K Video with Minimal Compute
ByteDance Cloud Native
ByteDance Cloud Native
Feb 13, 2025 · Cloud Computing

Deploy the Full‑Size DeepSeek‑R1 Model on Volcengine Cloud with Terraform and Kubernetes

This guide walks you through two practical solutions for deploying the massive DeepSeek‑R1 model on Volcengine Cloud—one using Terraform for a quick two‑node GPU setup and another leveraging cloud‑native multi‑node distributed inference with Kubernetes, covering resource sizing, environment preparation, model download, monitoring, autoscaling, and storage acceleration.

AIModel Deploymentkubernetes
0 likes · 22 min read
Deploy the Full‑Size DeepSeek‑R1 Model on Volcengine Cloud with Terraform and Kubernetes
Radish, Keep Going!
Radish, Keep Going!
Feb 13, 2025 · Cloud Native

How Wise Is Building a Scalable 2025 Tech Stack with Kubernetes and AI

Wise’s 2025 tech stack overhaul details how its 850‑engineer team leverages cloud‑native tools like Kubernetes, Terraform, and AWS, modernizes frontend with Next.js and Storybook, accelerates mobile builds via Swift Package Manager and Gradle, and integrates AI, data pipelines, and observability to support 12.8 million active customers worldwide.

AIDevOpsFrontend
0 likes · 20 min read
How Wise Is Building a Scalable 2025 Tech Stack with Kubernetes and AI
AI Product Manager Community
AI Product Manager Community
Feb 13, 2025 · Industry Insights

How to Turn AI Ideas into Profitable Products: Proven Business Models

The article analyzes AI product commercialization, outlining subscription, API, advertising, and B2B models, practical rollout strategies, and the three key challenges of compute costs, data privacy, and market adoption, offering actionable insights for product managers and executives seeking profitable AI solutions.

AIBusiness ModelChallenges
0 likes · 7 min read
How to Turn AI Ideas into Profitable Products: Proven Business Models
Cognitive Technology Team
Cognitive Technology Team
Feb 12, 2025 · Artificial Intelligence

Introduction to Neural Networks by Professor Li Yongle

In this introductory session, renowned graduate exam instructor Professor Li Yongle provides a clear, beginner-friendly overview of neural networks, covering basic concepts and their relevance within artificial intelligence, including their structure, learning mechanisms, and typical applications in modern AI systems.

AIDeep Learningeducation
0 likes · 1 min read
Introduction to Neural Networks by Professor Li Yongle
Architect
Architect
Feb 11, 2025 · Artificial Intelligence

DeepSeek: Training Process, Working Principles, and Recent Innovations

The article explains DeepSeek's two‑stage training pipeline—including massive pre‑training on trillions of tokens and post‑training via instruction tuning and reinforcement learning from human feedback—describes the differences between its V3 instruction model and R1 reasoning model, and highlights performance optimizations and emerging research directions.

AIDeepSeekInstruction Tuning
0 likes · 8 min read
DeepSeek: Training Process, Working Principles, and Recent Innovations
Cognitive Technology Team
Cognitive Technology Team
Feb 10, 2025 · Artificial Intelligence

Survey of Major Chinese AI Large Language Models: Technologies, Innovations, and Comparative Evaluation

This report systematically reviews the key technologies, innovations, and performance of leading Chinese AI large language models—including DeepSeek, Kimi, and Qwen2.5—detailing their architectures, training methods, multimodal capabilities, and comparative evaluations against each other and foreign models.

AIChinaLarge Language Models
0 likes · 20 min read
Survey of Major Chinese AI Large Language Models: Technologies, Innovations, and Comparative Evaluation
Ops Development & AI Practice
Ops Development & AI Practice
Feb 10, 2025 · Artificial Intelligence

What’s Inside Google Gemini 2.0 Pro? Free Pricing, Multimodal Power & Real‑Time Streaming

The article reviews Google Gemini 2.0 Pro Experimental, detailing its free‑during‑experiment pricing, multimodal understanding, real‑time streaming, native tool integration, usage limits, latency controls, and practical scenarios such as large‑scale code processing and live media handling.

AIGeminiRealtime Streaming
0 likes · 5 min read
What’s Inside Google Gemini 2.0 Pro? Free Pricing, Multimodal Power & Real‑Time Streaming
AIWalker
AIWalker
Feb 10, 2025 · Artificial Intelligence

FlashVideo Sets New SOTA for Faster, High‑Fidelity High‑Resolution Video Generation

FlashVideo introduces a two‑stage diffusion framework that first ensures prompt fidelity at low resolution with a 5‑billion‑parameter DiT, then efficiently adds fine details at high resolution using flow matching, achieving state‑of‑the‑art quality with dramatically lower compute cost.

AIFlashVideodiffusion models
0 likes · 21 min read
FlashVideo Sets New SOTA for Faster, High‑Fidelity High‑Resolution Video Generation
DataFunSummit
DataFunSummit
Feb 10, 2025 · Artificial Intelligence

Intelligent Decision-Making Large Model ORLM: Research, Training Challenges, Commercialization, and Future Directions

This article presents the ORLM intelligent decision‑making large model, detailing how real‑world decision problems are formalized and solved, the training difficulties and data synthesis methods, the transition from academic research to commercial platforms, and future technical improvement plans.

AIDecision ModelingLarge Language Model
0 likes · 10 min read
Intelligent Decision-Making Large Model ORLM: Research, Training Challenges, Commercialization, and Future Directions
Python Programming Learning Circle
Python Programming Learning Circle
Feb 10, 2025 · Artificial Intelligence

Why Golang Won’t Replace Python: A Comparative Overview for AI Engineers

The article compares Golang and Python for AI development, highlighting Golang’s superior scalability, performance, and concurrency while acknowledging Python’s extensive libraries, community support, and accessibility, and concludes that both languages have distinct strengths rather than one completely supplanting the other.

AIGolangScalability
0 likes · 7 min read
Why Golang Won’t Replace Python: A Comparative Overview for AI Engineers
JD Retail Technology
JD Retail Technology
Feb 10, 2025 · Artificial Intelligence

JD Merchant Intelligent Assistant: Multi‑Agent Architecture and Technical Exploration

The JD Merchant Intelligent Assistant employs a large‑language‑model‑driven multi‑agent architecture with dynamic ReAct planning, enabling merchants to query and execute store operations in under a second with over 90 % decision accuracy, while reducing inference cost, hallucinations, and engineering effort across diverse e‑commerce tasks.

AIEvaluationLLM
0 likes · 25 min read
JD Merchant Intelligent Assistant: Multi‑Agent Architecture and Technical Exploration
Code Mala Tang
Code Mala Tang
Feb 10, 2025 · R&D Management

How to Build a 24‑Book AI‑Curated Reading List for Architecture & Management

This article explains how the author used the AI model DeepSeek to generate a curated 24‑book reading list—12 essential software architecture classics and 12 must‑read technical management titles—while sharing prompts, insights, and a recommended guide to mastering DeepSeek itself.

AIBook RecommendationsSoftware Architecture
0 likes · 6 min read
How to Build a 24‑Book AI‑Curated Reading List for Architecture & Management
ZhongAn Tech Team
ZhongAn Tech Team
Feb 10, 2025 · Artificial Intelligence

Weekly AI Technology Overview: OpenAI ChatGPT Search, Deep Research, DeepSeek Advances, and Industry Insights

This week’s AI roundup covers OpenAI’s fully open ChatGPT Search, the launch of Deep Research for automated multi‑step research, NetEase Youdao’s integration of DeepSeek‑R1, Figure’s robot partnership break with OpenAI, low‑cost AI model s1, OpenAI’s Stargate data‑center plans, Google’s antitrust probe, DeepSeek’s traffic surge, and top AI scientist Xu joining Alibaba.

AIAI researchChatGPT
0 likes · 9 min read
Weekly AI Technology Overview: OpenAI ChatGPT Search, Deep Research, DeepSeek Advances, and Industry Insights
Java Architecture Diary
Java Architecture Diary
Feb 10, 2025 · Artificial Intelligence

deepseek4j 1.3: Java SDK adds web search, streaming & multi‑channel AI

deepseek4j 1.3 introduces web‑search capability, streaming responses, system prompts, expanded multi‑platform support, enhanced SSE debugging, and upcoming features like API‑key rotation and resilience, enabling Java developers to integrate DeepSeek models effortlessly while focusing on business logic.

AIDeepSeekSDK
0 likes · 8 min read
deepseek4j 1.3: Java SDK adds web search, streaming & multi‑channel AI
Architect's Alchemy Furnace
Architect's Alchemy Furnace
Feb 9, 2025 · Artificial Intelligence

How AI + Jianying Turn Short‑Video Production into an Industrial‑Scale Process

This guide shows how the DeepSeek AI model combined with Jianying video editor can automate topic selection, script writing, voice‑over, editing and distribution, boosting short‑video creation efficiency by up to tenfold and enabling creators of any skill level to produce professional‑grade content at scale.

AIDeepSeekJianying
0 likes · 12 min read
How AI + Jianying Turn Short‑Video Production into an Industrial‑Scale Process
21CTO
21CTO
Feb 8, 2025 · Artificial Intelligence

Can Java Overtake Python in AI? Insights from the 2025 Azul Report

A recent Azul Systems study suggests that Java may surpass Python in enterprise AI development within the next 18‑36 months, highlighting Java's scalability, performance, and emerging GPU projects while acknowledging cultural and tooling advantages that still favor Python.

AIDevOpsGPU
0 likes · 9 min read
Can Java Overtake Python in AI? Insights from the 2025 Azul Report
Infra Learning Club
Infra Learning Club
Feb 8, 2025 · Artificial Intelligence

Multi-Agent LLMs Explained: Benefits, Workflows, and Leading Frameworks

The article surveys the rise of multi‑agent LLM systems, detailing how specialized agents collaborate on tasks such as travel planning, outlining their workflow, comparing them with single‑agent models, listing prominent frameworks, and discussing current challenges and research citations.

AIAgent CollaborationAutoGen
0 likes · 13 min read
Multi-Agent LLMs Explained: Benefits, Workflows, and Leading Frameworks
Liangxu Linux
Liangxu Linux
Feb 7, 2025 · Artificial Intelligence

How Robots Navigate Homes: Inside the Nav2 Autonomous Navigation Framework

Robotic vacuum cleaners use SLAM to map unknown homes, then rely on the ROS 2 Nav2 framework—comprising global and local planners, controllers, smoothers, and AMCL localization—to plan optimal paths, avoid dynamic obstacles, and generate velocity commands, with algorithms like Dijkstra, A*, DWA, and TEB explained.

AINav2ROS2
0 likes · 14 min read
How Robots Navigate Homes: Inside the Nav2 Autonomous Navigation Framework
Code Mala Tang
Code Mala Tang
Feb 7, 2025 · Artificial Intelligence

How to Access DeepSeek’s Full‑Power Model for Free: Platforms & API Guide

This guide walks you through multiple ways to use DeepSeek’s full‑capacity model—including direct web platforms and step‑by‑step API integration with Tencent Cloud, ByteDance Volcano Engine, and Alibaba Cloud Bailei—so you can get fast, free AI responses without hitting common pitfalls.

AIAPIDeepSeek
0 likes · 10 min read
How to Access DeepSeek’s Full‑Power Model for Free: Platforms & API Guide
Tencent Cloud Developer
Tencent Cloud Developer
Feb 7, 2025 · Artificial Intelligence

Launch DeepSeek Models in Seconds with One‑Click Cloud Development

This guide shows how to start DeepSeek large‑language models on cnb.cool in just 5‑10 seconds without downloading, using a simple three‑step process that includes forking the repository, selecting a model branch, and running Ollama or Docker commands, plus options for long‑term cloud deployment.

AIDeepSeekDocker
0 likes · 3 min read
Launch DeepSeek Models in Seconds with One‑Click Cloud Development
MaGe Linux Operations
MaGe Linux Operations
Feb 7, 2025 · Artificial Intelligence

How to Deploy DeepSeek R1 Locally: A Step‑by‑Step AI Model Guide

This article walks you through everything you need to know about DeepSeek R1—including its different model sizes, hardware requirements, installation tools like Ollama, LM Studio and Docker, and how to set up a visual interface with Open‑WebUI or Dify—for offline, private, and cost‑effective AI inference.

AIDeepSeekDocker
0 likes · 15 min read
How to Deploy DeepSeek R1 Locally: A Step‑by‑Step AI Model Guide
Architect's Alchemy Furnace
Architect's Alchemy Furnace
Feb 6, 2025 · Artificial Intelligence

DeepSeek R1 vs V3: Which Model Fits Your Needs? A Detailed Comparison

An in‑depth comparison of DeepSeek’s R1 model variants—from 1.5B to 671B—covers parameter scale, accuracy, training and inference costs, and ideal use cases, followed by a detailed contrast with the V3 version’s design goals, architecture, training methods, performance and application scenarios.

AIDeepSeekmodel comparison
0 likes · 10 min read
DeepSeek R1 vs V3: Which Model Fits Your Needs? A Detailed Comparison
Python Programming Learning Circle
Python Programming Learning Circle
Feb 6, 2025 · Artificial Intelligence

Key Technology Trends for 2025 and 2024: AI, DevOps, Cloud Security, and JavaScript Insights

This article summarizes major 2025 Gartner strategic technology trends, the 2024 DORA DevOps report, GitHub Octoverse findings, DataDog cloud‑security analysis, and the 2024 JavaScript state survey, highlighting AI advancements, cloud security challenges, developer productivity metrics, and emerging programming language popularity.

AIDevOpsJavaScript
0 likes · 14 min read
Key Technology Trends for 2025 and 2024: AI, DevOps, Cloud Security, and JavaScript Insights
Top Architect
Top Architect
Feb 6, 2025 · Artificial Intelligence

Deploying DeepSeek R1 671B Model Locally with Ollama: Quantization, Hardware Requirements, and Step‑by‑Step Guide

This article provides a comprehensive tutorial on locally deploying the full‑size DeepSeek R1 671B model using Ollama, covering dynamic quantization options, hardware specifications, detailed installation commands, configuration files, performance observations, and practical recommendations for consumer‑grade systems.

AIDeepSeekGPU
0 likes · 14 min read
Deploying DeepSeek R1 671B Model Locally with Ollama: Quantization, Hardware Requirements, and Step‑by‑Step Guide
Code Mala Tang
Code Mala Tang
Feb 6, 2025 · Artificial Intelligence

Why DeepSeek’s Explosive Growth Is Redefining AI, Cloud, and Chip Ecosystems

Within just 20 days of launch, DeepSeek has amassed over 20 million daily active users, secured support from China’s four major cloud providers and leading global chip makers, and sparked a wave of AI ecosystem development that highlights both market potential and technological collaboration across the industry.

AIChinaDeepSeek
0 likes · 7 min read
Why DeepSeek’s Explosive Growth Is Redefining AI, Cloud, and Chip Ecosystems
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Feb 6, 2025 · Artificial Intelligence

Comparative Review of Four AI‑Powered Development Tools: v0, Bolt.new, Cursor, and Windsurf

This article provides a detailed comparison of four emerging AI‑driven development tools—v0, Bolt.new, Cursor, and Windsurf—covering their core features, suitable scenarios, pricing models, and strengths and weaknesses to help developers choose the most appropriate solution for their workflow.

AICode AssistantFrontend
0 likes · 17 min read
Comparative Review of Four AI‑Powered Development Tools: v0, Bolt.new, Cursor, and Windsurf
JD Tech
JD Tech
Feb 5, 2025 · Artificial Intelligence

Tech Insight: Highlights of Ten JD Retail Technology Papers Published in Top AI Conferences (2024)

Tech Insight presents concise overviews of ten JD retail technology papers accepted at top AI conferences in 2024, covering topics such as open‑vocabulary object detection, multi‑scenario ranking, diversity‑aware re‑ranking, a diversified product search dataset, semi‑supervised query classification, plug‑in CTR models, and methods to mitigate LLM hallucinations.

AIcomputer visione‑commerce
0 likes · 17 min read
Tech Insight: Highlights of Ten JD Retail Technology Papers Published in Top AI Conferences (2024)
DataFunSummit
DataFunSummit
Feb 5, 2025 · Artificial Intelligence

Exploration and Practice of Large‑Model Data Construction

This presentation details engineering‑focused approaches to building, mixing, and filtering data for large language models, covering data preparation, pre‑training mix strategies such as DoReMi, DoGE and online sampling, post‑training data quality selection methods, and practical Q&A on scaling laws and PDF processing.

AIData MixingData engineering
0 likes · 15 min read
Exploration and Practice of Large‑Model Data Construction
DaTaobao Tech
DaTaobao Tech
Feb 5, 2025 · Artificial Intelligence

Technical Highlights: AI Agents, Performance Optimization, Architecture and More

The report reviews AI agent research across 19 frameworks, a GPT‑based assistant that halves Taobao development time, Double 11 shopping‑cart performance gains, test‑environment governance tools, unified architecture principles, eight 2024 multimodal AI papers, mobile first‑frame optimizations, the Hand Cat Assistant platform, logistics‑focused large models, and real‑time 3D game‑map reconstruction techniques.

AIGame Development
0 likes · 5 min read
Technical Highlights: AI Agents, Performance Optimization, Architecture and More
DevOps
DevOps
Feb 5, 2025 · Artificial Intelligence

Top 10 AI Development Trends for 2025

The article outlines ten major AI trends expected in 2025, including the rise of intelligent agents, fierce competition among multimodal large models, breakthroughs in text‑to‑video generation, long‑term memory, quantum computing, edge models, embodied intelligence, humanoid robots, AI self‑looping with synthetic data, and the enduring scaling laws of large models.

2025 trendsAIEdge AI
0 likes · 6 min read
Top 10 AI Development Trends for 2025
Big Data Technology & Architecture
Big Data Technology & Architecture
Feb 4, 2025 · Artificial Intelligence

How Large Language Models Are Transforming Data Development and Developer Roles

The article discusses how large language model tools such as Cursor, DeepSeek, and Doubao are increasingly assisting code writing, SQL translation, job‑failure analysis, and documentation in data‑development workflows, while also reshaping job requirements and creating new opportunities for skilled developers.

AIData DevelopmentSQL automation
0 likes · 5 min read
How Large Language Models Are Transforming Data Development and Developer Roles
DataFunSummit
DataFunSummit
Feb 3, 2025 · Databases

NL2SQL from a Database Perspective: Overview, History, and Laboratory Projects (GAR, MetaSQL, PURPLE)

This article presents a comprehensive overview of NL2SQL, covering its definition, motivations, application scenarios, key technical components, evaluation metrics, historical development stages, and detailed descriptions of three laboratory projects—GAR, MetaSQL, and PURPLE—along with future research directions and a Q&A session.

AIDatabaseMetaSQL
0 likes · 17 min read
NL2SQL from a Database Perspective: Overview, History, and Laboratory Projects (GAR, MetaSQL, PURPLE)
Cognitive Technology Team
Cognitive Technology Team
Feb 3, 2025 · Artificial Intelligence

DeepSeek R1 Introduces Group‑Related Policy Optimization for Advanced Reasoning in Large Language Models

DeepSeek AI’s new open‑source model DeepSeek‑R1 leverages a novel Group‑Related Policy Optimization (GRPO) reinforcement‑learning framework and multi‑stage training to dramatically boost complex reasoning performance, achieving AIME 2024 Pass@1 scores comparable to OpenAI’s o1 model.

AIDeepSeekGRPO
0 likes · 4 min read
DeepSeek R1 Introduces Group‑Related Policy Optimization for Advanced Reasoning in Large Language Models
21CTO
21CTO
Jan 30, 2025 · Artificial Intelligence

What Are the Top Tech Trends Shaping 2025? AI, Cloud, DevOps & JavaScript Insights

This article compiles the latest strategic technology trends for 2025, including Gartner's AI forecasts, DORA's 2024 DevOps metrics, GitHub's Octoverse data showing Python's rise, DataDog's cloud security findings, and the 2024 JavaScript ecosystem survey, offering a comprehensive view of the evolving tech landscape.

AIDevOpsGitHub
0 likes · 19 min read
What Are the Top Tech Trends Shaping 2025? AI, Cloud, DevOps & JavaScript Insights
DataFunSummit
DataFunSummit
Jan 30, 2025 · Databases

Mature Practices for Building Risk‑Control Knowledge Graphs on NebulaGraph and Leveraging Large Language Models

This article explains how NebulaGraph’s large‑scale graph database can be used to construct real‑time risk‑control knowledge graphs, describes practical applications such as community detection and path analysis, and explores how large language models enhance graph queries through Text‑to‑GQL, agents, exploration chains, and semi‑structured knowledge extraction.

AIGraph DatabaseKnowledge Graph
0 likes · 11 min read
Mature Practices for Building Risk‑Control Knowledge Graphs on NebulaGraph and Leveraging Large Language Models
DataFunSummit
DataFunSummit
Jan 29, 2025 · Artificial Intelligence

Tencent OlaChat: An LLM‑Powered Intelligent Business Intelligence Platform – Architecture, Capabilities, and Practice

This article presents Tencent's OlaChat intelligent BI platform, detailing its evolution from traditional to intelligent BI, the impact of large language models on data analytics, the system's multi‑task dialogue, metadata retrieval enhancements, Text2SQL solutions, and real‑world deployment insights.

AIBusiness IntelligenceData Platform
0 likes · 21 min read
Tencent OlaChat: An LLM‑Powered Intelligent Business Intelligence Platform – Architecture, Capabilities, and Practice
DataFunTalk
DataFunTalk
Jan 29, 2025 · Artificial Intelligence

ChatBI: NetEase AI‑Powered Business Intelligence Platform – Architecture, Technology, and Real‑World Applications

This article introduces ChatBI, NetEase’s AI‑driven BI solution that combines large‑model capabilities with traditional data analytics, detailing its product features, AI‑enabled opportunities and challenges, the underlying NL2SQL model, technical architecture, performance optimizations such as materialized views, open APIs, and several enterprise deployment cases.

AIBIEnterprise BI
0 likes · 21 min read
ChatBI: NetEase AI‑Powered Business Intelligence Platform – Architecture, Technology, and Real‑World Applications
Architect
Architect
Jan 27, 2025 · Artificial Intelligence

How to Build a Retrieval‑Augmented Generation QA Assistant for an Open Platform

This article details a step‑by‑step design of a RAG‑based intelligent Q&A assistant for the DeWu Open Platform, covering background, RAG fundamentals, system architecture, technology selection, prompt engineering with CO‑STAR, data preprocessing, vector store setup, LangChain.js implementation, similarity search, runnable chaining, debugging, and future prospects.

AILLMLangChain
0 likes · 28 min read
How to Build a Retrieval‑Augmented Generation QA Assistant for an Open Platform
21CTO
21CTO
Jan 26, 2025 · Artificial Intelligence

How TikTok’s Secret Recommendation Engine Powers Its Global Addiction

The article examines Trump’s executive order on TikTok, the platform’s demand to sell half its equity to a U.S. entity, and delves into the sophisticated AI‑driven recommendation algorithms—highlighting the Monolith real‑time system, online training, and research that explain TikTok’s addictive success.

AIReal-time TrainingTikTok
0 likes · 8 min read
How TikTok’s Secret Recommendation Engine Powers Its Global Addiction
DataFunSummit
DataFunSummit
Jan 26, 2025 · Artificial Intelligence

ChatBI in Automotive Enterprises: Challenges, Architecture, and Implementation

This article examines the rise of ChatBI in automotive companies, outlining current BI challenges, the five “no” and five “difficulties” issues, the motivations for adopting ChatBI, its evolving architecture, and practical implementation steps to achieve data‑driven decision making.

AIAutomotiveBusiness Intelligence
0 likes · 17 min read
ChatBI in Automotive Enterprises: Challenges, Architecture, and Implementation
ZhongAn Tech Team
ZhongAn Tech Team
Jan 26, 2025 · Artificial Intelligence

Weekly AI Digest – Issue 12

This issue covers the Stargate AI initiative announced by Trump and Altman, Musk’s criticism, Tencent’s Hunyuan 3D AI creation engine launch, and DeepSeek’s release of the open‑source reasoning model R1 with its technical innovations.

3D AIAIDeepSeek-R1
0 likes · 10 min read
Weekly AI Digest – Issue 12
DataFunSummit
DataFunSummit
Jan 25, 2025 · Artificial Intelligence

AI-Driven Next-Generation Sales: Project Overview, Core Technologies, System Deployment, and Future Outlook

This article explores how AI transforms next‑generation sales by detailing project background and goals, core technologies such as efficient sample generation, model training and evaluation, system deployment impact, practical case studies, challenges, solutions, and future directions across multiple industries.

AIEvaluationLarge Language Model
0 likes · 25 min read
AI-Driven Next-Generation Sales: Project Overview, Core Technologies, System Deployment, and Future Outlook
Architecture and Beyond
Architecture and Beyond
Jan 24, 2025 · R&D Management

Experiences with the AI Programming IDE Trae and the Evolving Role of Programmers

The article recounts a three‑hour hands‑on session with the AI‑powered IDE Trae, examines how AI assists in front‑end/back‑end development, discusses the current responsibilities of programmers—decision‑making, coordination, coding—and outlines future trends of AI replacement and the core competencies developers must retain.

AIAI toolsautomation
0 likes · 12 min read
Experiences with the AI Programming IDE Trae and the Evolving Role of Programmers
Kuaishou Tech
Kuaishou Tech
Jan 24, 2025 · Artificial Intelligence

KwaiCoder-23BA4-v1: An Efficient Large Code Generation Model via Pruning, Knowledge Distillation, and Granular Upcycling

KwaiCoder-23BA4-v1 is a 23B wide MoE code‑completion model that achieves state‑of‑the‑art performance on HumanEval, BigCodeBench and Fill‑in‑Middle benchmarks by using high‑quality data, a cost‑effective training pipeline that combines model pruning, knowledge distillation and fine‑grained merging, and extensive ablation studies.

AIBenchmarkKnowledge Distillation
0 likes · 10 min read
KwaiCoder-23BA4-v1: An Efficient Large Code Generation Model via Pruning, Knowledge Distillation, and Granular Upcycling
AntTech
AntTech
Jan 24, 2025 · Artificial Intelligence

High‑Resolution Hyperspectral Intelligent Fusion Imaging: Background, Key Achievements, and Future Directions

The talk presents a comprehensive overview of high‑resolution hyperspectral intelligent fusion imaging, covering its background, three major research contributions—including tensor‑coupled imaging mechanisms, structured low‑rank tensor models, and model‑guided low‑rank fusion methods—and outlines future research challenges and directions.

AIfusion imaginghyperspectral imaging
0 likes · 14 min read
High‑Resolution Hyperspectral Intelligent Fusion Imaging: Background, Key Achievements, and Future Directions
DataFunSummit
DataFunSummit
Jan 24, 2025 · Artificial Intelligence

Challenges and Debugging Strategies for FP8 Training of Large Models

The article explains the performance benefits of using FP8 for large‑model training, outlines three main categories of FP8‑related issues such as loss spikes, divergence, and downstream metric gaps, and introduces a dedicated FP8 debug tool with metrics like MSE, cosine similarity, underflow, and overflow to help diagnose and resolve these problems.

AIDebuggingFP8
0 likes · 9 min read
Challenges and Debugging Strategies for FP8 Training of Large Models
AI Code to Success
AI Code to Success
Jan 23, 2025 · Industry Insights

Core Tech vs Application Optimization: Where’s the Real Battleground in the AI Large‑Model Race?

The article analyzes the 2025 AI large‑model landscape, contrasting slowing foundational breakthroughs with fierce application competition, highlighting MiniMax’s low‑cost linear‑attention models, multimodal advances, and the strategic shift from price wars to sustainable, technology‑driven growth.

AIindustry analysislarge models
0 likes · 7 min read
Core Tech vs Application Optimization: Where’s the Real Battleground in the AI Large‑Model Race?
DataFunSummit
DataFunSummit
Jan 23, 2025 · Artificial Intelligence

Improving Observability in Multi‑Agent Systems: Analysis and Extension of OpenAI Swarm

This article examines the research‑oriented topic of observability in multi‑agent systems, reviews existing open‑source MAS frameworks such as Swarm, MetaGPT, AutoGen, and AutoGPT, identifies their observability challenges, and proposes extensions and visualization techniques to enhance debugging, testing, and control of OpenAI Swarm‑based applications.

AIAgent FrameworksObservability
0 likes · 26 min read
Improving Observability in Multi‑Agent Systems: Analysis and Extension of OpenAI Swarm
php Courses
php Courses
Jan 23, 2025 · Artificial Intelligence

Emotion Recognition Using PHP and Camera: A Step-by-Step Guide

This guide demonstrates how to install necessary Linux drivers and PHP libraries, capture a camera frame with FFmpeg, and integrate the Fer2013 AI model via Python to perform real-time emotion recognition using PHP, complete with sample code.

AICameraEmotion Recognition
0 likes · 4 min read
Emotion Recognition Using PHP and Camera: A Step-by-Step Guide
Huolala Tech
Huolala Tech
Jan 23, 2025 · Artificial Intelligence

How AI Transforms Freight Safety: Real-Time Risk Detection and Intervention

This article explains how AI technologies are applied to freight safety, detailing the challenges of traditional controls, the architecture of a real‑time AI safety system, data processing, risk detection, tiered interventions, and the resulting improvements in accuracy and operational efficiency.

AIData PrivacyLogistics
0 likes · 7 min read
How AI Transforms Freight Safety: Real-Time Risk Detection and Intervention
Full-Stack Cultivation Path
Full-Stack Cultivation Path
Jan 23, 2025 · Artificial Intelligence

Introducing UI‑TARS: An Open‑Source Model for Automated UI Interaction

UI‑TARS is a native GUI‑agent model that takes screenshots and natural‑language commands to predict the next UI action, and its integration with Midscene.js addresses the bottlenecks of generic multimodal LLMs, offering target‑driven planning, lower token usage, open‑source 7B/72B models, and detailed deployment guidance.

AIMidscene.jsUI automation
0 likes · 13 min read
Introducing UI‑TARS: An Open‑Source Model for Automated UI Interaction
DaTaobao Tech
DaTaobao Tech
Jan 22, 2025 · Artificial Intelligence

AI Trends 2025: Paths to AGI, Scaling Law Evolution, and Industry Impact

The article surveys the AI revolution driven by foundation models and an evolving Scaling Law, outlining four AGI pathways—large models, intelligent robots, brain‑computer interfaces, and digital life—while highlighting transformer‑based convergence, generative‑first‑principle breakthroughs like DeepSeek‑V3, and transformative industry impacts ranging from consumer robots to Medical 2.0, personalized education, and digital‑simulation platforms such as NVIDIA’s Omniverse.

AGIAIAI Industry
0 likes · 23 min read
AI Trends 2025: Paths to AGI, Scaling Law Evolution, and Industry Impact
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jan 22, 2025 · Artificial Intelligence

How Huawei’s AI Large‑Model Teacher Training Empowered Educators in Henan

From January 16‑18, Huawei Cloud hosted a three‑day AI large‑model teacher training at Henan Information Statistics Vocational College, gathering over 40 educators from 18 schools; the program covered model fundamentals, prompt engineering, and industry‑education integration, boosting teachers’ AI expertise and fostering future AI talent development.

AIArtificial Intelligenceeducation
0 likes · 5 min read
How Huawei’s AI Large‑Model Teacher Training Empowered Educators in Henan
Baidu Tech Salon
Baidu Tech Salon
Jan 21, 2025 · Artificial Intelligence

How AI Is Transforming Legal Research: Inside the YuanDian WenDa Smart Q&A Engine

Faced with billions of legal documents and the shortcomings of keyword search, Chinese legal professionals are turning to the AI‑powered YuanDian WenDa engine, which leverages Baidu's Wenxin model, a structured legal database, and prompt‑engineering to deliver trustworthy, citation‑rich answers and rapid research reports.

AIKnowledge GraphLarge Language Model
0 likes · 10 min read
How AI Is Transforming Legal Research: Inside the YuanDian WenDa Smart Q&A Engine
AI Code to Success
AI Code to Success
Jan 21, 2025 · Industry Insights

How Humanoid Robots Are Moving From Factories to Homes: Trends & Challenges

The article examines the rapid commercialization of full‑size humanoid robots in China, highlighting recent deliveries by Leju, Galaxy Universal, and ZhiYuan, their technical advances such as PowerFlow joints and GraspVLA models, and outlines four key hurdles—motion control, battery life, cost, and edge computing—that must be overcome before these robots can dominate the household service market.

AIHumanoid RobotsManufacturing
0 likes · 4 min read
How Humanoid Robots Are Moving From Factories to Homes: Trends & Challenges
Java Web Project
Java Web Project
Jan 21, 2025 · Industry Insights

When an Intern Deleted ByteDance’s Lite Models: Lessons on AI Ops and Culture

An intern at ByteDance accidentally removed all sub‑GB machine‑learning models by deleting a parent directory with skip‑trash, prompting a P0 incident that sparked a massive internal discussion about model impact, flat‑management permissions, and the broader implications for AI operations.

AIByteDanceIndustry Insights
0 likes · 7 min read
When an Intern Deleted ByteDance’s Lite Models: Lessons on AI Ops and Culture
ByteFE
ByteFE
Jan 20, 2025 · Artificial Intelligence

Eino: An Open‑Source Golang Framework for Large‑Model Application Development

Eino is a Golang‑based, open‑source framework that streamlines the full devops lifecycle of large‑model applications by providing stable, strongly‑typed components, graph‑based orchestration, built‑in tooling, and extensible architecture to help developers quickly build reliable AI services.

AIFrameworkGolang
0 likes · 13 min read
Eino: An Open‑Source Golang Framework for Large‑Model Application Development
大转转FE
大转转FE
Jan 20, 2025 · Frontend Development

Zhuanzhuan Frontend Weekly – Curated Articles on Frontend Trends, AI‑Driven Code Generation, Cross‑Platform Development, and Electron Release

This newsletter curates five insightful frontend articles covering 2024 front‑end trends, AI‑assisted code generation at Qunar, the history and current solutions of cross‑platform development, AI‑driven full‑stack improvements at Taobao, and the release of Electron 34.0.0 with upgraded Chromium, V8, and Node.

AIElectronFrontend
0 likes · 6 min read
Zhuanzhuan Frontend Weekly – Curated Articles on Frontend Trends, AI‑Driven Code Generation, Cross‑Platform Development, and Electron Release
ZhongAn Tech Team
ZhongAn Tech Team
Jan 19, 2025 · Artificial Intelligence

Weekly AI Digest Issue 11: Recommendation Algorithms, Video Generation Advances, and AGI Research

This issue of the weekly AI digest explores Xiaohongshu’s NoteLLM recommendation system, compares Chinese text generation in video AI across major platforms, highlights Alibaba’s Tongyi Wanxiang breakthroughs, discusses Keras founder François Chollet’s new AGI‑focused lab, and reviews Google’s Veo 2 and Imagen‑3 advancements.

AGIAIGenerative AI
0 likes · 11 min read
Weekly AI Digest Issue 11: Recommendation Algorithms, Video Generation Advances, and AGI Research
Fighter's World
Fighter's World
Jan 18, 2025 · Industry Insights

Key AI Product Strategies from Top SaaS Leaders Revealed

The article distills five key insights from a SaaStr panel with leaders from GitHub, Ramp, Cloudflare and Figma, highlighting AI as an enabler, the need for rapid experimentation, rigorous evaluation, flexible roadmaps, and democratization, and compares each company’s product strategy, UX, value addition, and AI team structures.

AISaaSTeam Building
0 likes · 13 min read
Key AI Product Strategies from Top SaaS Leaders Revealed
DataFunSummit
DataFunSummit
Jan 17, 2025 · Databases

Graph Database Applications and Architectures in DataFun Knowledge Map 3.0

The DataFun Knowledge Map 3.0’s graph database module, presented by Ant Group expert Cui Anqi, outlines how graph databases enhance complex analysis through risk‑control architectures, user‑relationship recommendation, data‑governance, a new graph‑based data management system, and the GraphRAG framework, while also offering a free download link.

AIGraph Databasedata governance
0 likes · 3 min read
Graph Database Applications and Architectures in DataFun Knowledge Map 3.0
AI Code to Success
AI Code to Success
Jan 16, 2025 · Industry Insights

How MiniMax’s Open‑Source Linear‑Attention Model Is Shaking Up the Global AI Landscape

MiniMax, a Shanghai‑based AI unicorn, has open‑sourced its MiniMax‑01 series featuring large‑scale linear attention, secured $600 million in funding, launched multimodal products like Talkie and Hailuo AI, and is positioning itself as a competitive force amid rising geopolitical tensions in the global artificial‑intelligence market.

AIChina AIIndustry Insights
0 likes · 4 min read
How MiniMax’s Open‑Source Linear‑Attention Model Is Shaking Up the Global AI Landscape
JD Cloud Developers
JD Cloud Developers
Jan 16, 2025 · Artificial Intelligence

JD Retail’s 2024 Tech Innovations: AI, Supply Chain, and Immersive Shopping

In 2024, JD Retail Technology rolled out a series of breakthroughs—including a major JD APP redesign, data‑driven inventory algorithms, an AIGC content platform, a low‑code national‑subsidy system, a high‑performance data lake, cross‑platform Taro on Harmony, AI‑powered merchant assistants, and immersive XR shopping—showcasing how AI and advanced engineering drive faster fulfillment, richer user experiences, and scalable innovation.

AIAIGCCross‑platform development
0 likes · 18 min read
JD Retail’s 2024 Tech Innovations: AI, Supply Chain, and Immersive Shopping
Ops Development Stories
Ops Development Stories
Jan 16, 2025 · Operations

How AI is Transforming Site Reliability Engineering (SRE)

This article examines how the rapid rise of AI reshapes Site Reliability Engineering by enhancing monitoring, automating operations, improving fault diagnosis, and presenting new challenges such as data security and model explainability, ultimately driving more efficient and reliable system management.

AIReliabilitySRE
0 likes · 21 min read
How AI is Transforming Site Reliability Engineering (SRE)
DaTaobao Tech
DaTaobao Tech
Jan 15, 2025 · Mobile Development

How AI Transformed Taobao’s Post‑Purchase Info‑Flow Across Android, iOS, and Weex

Facing the challenge of maintaining four codebases for Taobao’s post‑purchase information flow, the team leveraged AI‑driven code generation, prompt engineering, and RAG to automate template conversion from DX to Weex, dramatically cutting development cycles, reducing manual effort, and improving monitoring and stability across Android, iOS, and HarmonyOS.

AICross‑platform developmentMobile Engineering
0 likes · 20 min read
How AI Transformed Taobao’s Post‑Purchase Info‑Flow Across Android, iOS, and Weex
JD Retail Technology
JD Retail Technology
Jan 15, 2025 · Industry Insights

JD Retail’s 2024 Tech Innovations: AI, Supply‑Chain Algorithms, and Development

In 2024 JD Retail Technology delivered a series of breakthroughs—including a major JD APP redesign, a data‑driven inventory selection and allocation algorithm that cut stockouts, an AIGC platform for marketing content, a low‑code national‑subsidy system, a large‑scale Apache Hudi data lake, the Taro‑on‑Harmony cross‑platform framework, immersive XR shopping experiences, and a domestic‑chip AI engine—showcasing how advanced AI, cloud, and operations engineering are reshaping e‑commerce.

AIAIGCCross‑platform development
0 likes · 17 min read
JD Retail’s 2024 Tech Innovations: AI, Supply‑Chain Algorithms, and Development