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Machine Heart
Machine Heart
Apr 20, 2026 · Artificial Intelligence

Single-Image to Animatable 3D Assets: AniGen Extends AIGC for Animation and Games

AniGen introduces a unified S³ Fields representation that generates geometry, skeleton, and skinning weights directly from one image, eliminating the traditional generate‑then‑rig pipeline, and demonstrates superior bone structure and skinning accuracy on the ArticulationXL benchmark compared with existing rigging baselines.

3D asset generationAIGCAniGen
0 likes · 9 min read
Single-Image to Animatable 3D Assets: AniGen Extends AIGC for Animation and Games
AI Explorer
AI Explorer
Apr 16, 2026 · Artificial Intelligence

How NVIDIA, HKU, and MIT’s Sol‑RL Framework Supercharges Diffusion Model Training

NVIDIA, Hong Kong University, and MIT introduced the Sol‑RL framework, which uses reinforcement‑learning‑guided sampling to cut diffusion model training time by several‑fold without sacrificing image quality, potentially lowering entry barriers for small teams and shifting the AIGC industry toward an efficiency‑driven competition.

AIGCNvidiaSol-RL
0 likes · 6 min read
How NVIDIA, HKU, and MIT’s Sol‑RL Framework Supercharges Diffusion Model Training
Machine Heart
Machine Heart
Apr 10, 2026 · Artificial Intelligence

Ant AI Wins CVPR 2026 Challenge: A Powerful Countermeasure Against Deepfake Abuse

Amid rising deep‑fake misuse in entertainment, Ant Group’s AI Security Lab won the CVPR 2026 NTIRE Robust AIGC Image Detection challenge with a ROC AUC of 0.9723, presenting a DINOv3‑based robust detection framework, extensive multi‑source data, and novel augmentation and optimization techniques to combat AI‑generated abuse.

AIGCCVPR 2026DINOv3
0 likes · 10 min read
Ant AI Wins CVPR 2026 Challenge: A Powerful Countermeasure Against Deepfake Abuse
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 8, 2026 · Product Management

Why Every Product Manager Must Master AI Agent Architecture

The article explains how AI agents transform product design, breaks down the four core modules—Planner, Memory, Actor, and Tools—illustrates their collaboration with a market‑analysis case study, and offers practical design guidelines and common pitfalls for product managers entering the AIGC era.

AI AgentAIGCAgent Architecture
0 likes · 23 min read
Why Every Product Manager Must Master AI Agent Architecture
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 26, 2026 · Artificial Intelligence

Edit Banana Turns AI‑Generated Pixel Diagrams into Fully Editable PPT and Drawio Files

Edit Banana addresses the common pain of uneditable AI‑generated pixel diagrams by instantly converting them into fully editable Drawio (XML) or PPTX files, preserving text, shapes, and connections, and offering LaTeX extraction and a human‑in‑the‑loop mode for complex icons.

AIGCEdit BananaMultimodal AI
0 likes · 6 min read
Edit Banana Turns AI‑Generated Pixel Diagrams into Fully Editable PPT and Drawio Files
Design Hub
Design Hub
Jan 26, 2026 · Artificial Intelligence

When AI Brushes Meet Imagination: Nano Banana’s Fantasy Aesthetic Gallery

This article explores how precise, structured prompts can guide AI models to generate vivid fantasy‑style images—from smoky fashion shoots and candy‑filled LEGO scenes to hyper‑realistic glass objects—detailing the prompt syntax, creative reasoning, and visual outcomes that illustrate the emerging “prompt‑as‑design” methodology.

AI artAIGCPrompt engineering
0 likes · 19 min read
When AI Brushes Meet Imagination: Nano Banana’s Fantasy Aesthetic Gallery
Amap Tech
Amap Tech
Jan 22, 2026 · Artificial Intelligence

How Gaode’s AI Generates Personalized Travel Routes from Billions of Trips

Gaode’s technical report details an AI‑driven Interest Route (LOI) system that transforms massive real‑world travel data and user‑generated content into personalized classic and themed itineraries, describing data fusion, query rewriting, multi‑dimensional filtering, schema extraction, scoring, and AIGC content generation.

AIAIGCGeospatial Data
0 likes · 14 min read
How Gaode’s AI Generates Personalized Travel Routes from Billions of Trips
Instant Consumer Technology Team
Instant Consumer Technology Team
Dec 1, 2025 · Artificial Intelligence

Understanding AIGC, RAG, Function Calling, and the MCP Protocol: A Practical AI Guide

This article explains the fundamentals of AI‑generated content (AIGC), the Retrieval‑Augmented Generation (RAG) technique, Function Calling, autonomous agents, and the Model Context Protocol (MCP), highlighting their evolution, technical workflows, limitations, and real‑world examples for developers.

AIAIGCFunction Calling
0 likes · 19 min read
Understanding AIGC, RAG, Function Calling, and the MCP Protocol: A Practical AI Guide
Instant Consumer Technology Team
Instant Consumer Technology Team
Nov 19, 2025 · Artificial Intelligence

How We Built an AI‑Powered Automated Video Editing Pipeline for Short‑Form Marketing

This article details the end‑to‑end AIGC video automation system we created—from raw material ingestion and multimodal content understanding to script generation, AI‑driven editing, rendering, and multi‑channel distribution—highlighting architecture, key modules, technical choices, performance results, and lessons learned.

AIGCMultimodal AIScript Generation
0 likes · 16 min read
How We Built an AI‑Powered Automated Video Editing Pipeline for Short‑Form Marketing
Tencent Advertising Technology
Tencent Advertising Technology
Nov 6, 2025 · Artificial Intelligence

Boosting Web UI Test Efficiency with AIGC: From Manual Scripts to Intelligent Automation

This report examines the challenges of Web UI testing in Tencent's advertising platform, analyzes current inefficiencies, and presents an AIGC-driven solution that leverages large language models, semantic scripts, and automated pipelines to dramatically improve test case generation, execution accuracy, and CI/CD integration.

AIGCAutomationWeb UI testing
0 likes · 27 min read
Boosting Web UI Test Efficiency with AIGC: From Manual Scripts to Intelligent Automation
JD Retail Technology
JD Retail Technology
Nov 4, 2025 · Artificial Intelligence

How AIGC Is Transforming E‑commerce with Personalized Visual Content

This article explains how large‑model AIGC technology reshapes e‑commerce by enabling mass‑produced, user‑profile‑driven visual assets, detailing the evolution from early online trade to the 2.0 era, the technical pipeline of multimodal models, and the practical impact on merchants.

AIGCMultimodal AIe‑commerce
0 likes · 17 min read
How AIGC Is Transforming E‑commerce with Personalized Visual Content
Huolala Tech
Huolala Tech
Oct 29, 2025 · Artificial Intelligence

AI Audio Watermarking: Techniques, Metrics, and Real-World Implementations

With the rapid rise of generative AI audio models, this article explores the fundamentals, key metrics, and the “impossible triangle” of imperceptibility, robustness, and capacity in audio watermarking, and presents practical implementations such as SynthID and AudioSeal that embed and detect invisible watermarks for secure AIGC provenance.

AIGCRobustnessSecurity
0 likes · 14 min read
AI Audio Watermarking: Techniques, Metrics, and Real-World Implementations
DataFunSummit
DataFunSummit
Oct 25, 2025 · Artificial Intelligence

How AIGC Is Revolutionizing Image Generation and Editing

This article explores how generative AI (AIGC) is transforming image creation and editing by addressing traditional pain points, detailing core concepts, key technical modules, controllable generation and editing techniques, representative research breakthroughs, business applications, and future challenges and opportunities.

AI ethicsAIGCDeep Learning
0 likes · 20 min read
How AIGC Is Revolutionizing Image Generation and Editing
Alimama Tech
Alimama Tech
Oct 22, 2025 · Artificial Intelligence

How Alibaba’s AIGC Model Revolutionizes Virtual Fashion Try‑On

This article details Alibaba’s Taobao Star fashion AIGC model, explaining its data pipeline, captioning strategy, multi‑stage training, and impressive virtual try‑on results for users and merchants, while showcasing model‑based and model‑free generation and pose‑transfer capabilities.

AIAIGCComputer Vision
0 likes · 11 min read
How Alibaba’s AIGC Model Revolutionizes Virtual Fashion Try‑On
Baidu Tech Salon
Baidu Tech Salon
Oct 13, 2025 · Artificial Intelligence

How MultiAgent AI Is Revolutionizing E‑commerce Video Production

This article examines how AI‑generated content (AIGC) is reshaping e‑commerce video creation by addressing the limitations of rule‑based pipelines, introducing a MultiAgent collaborative system, enriching material sources, leveraging large‑model editing, and outlining future directions for fully generative video production.

AI video generationAIGCMultiagent
0 likes · 11 min read
How MultiAgent AI Is Revolutionizing E‑commerce Video Production
HyperAI Super Neural
HyperAI Super Neural
Oct 8, 2025 · Artificial Intelligence

From WeChat’s AI Podcast Trial to Google, ByteDance and Xiaohongshu: Can AI Podcasts Capture the Emerging AIGC Blue Ocean?

The article examines how breakthroughs in large language models and high‑fidelity TTS are powering AI‑generated podcasts, analyzes the technical advances behind the "human‑like" sound, surveys major players such as Google, ByteDance, Xiaohongshu and startups, and evaluates the market potential of this rapidly expanding AIGC niche.

AI podcastAIGCByteDance
0 likes · 9 min read
From WeChat’s AI Podcast Trial to Google, ByteDance and Xiaohongshu: Can AI Podcasts Capture the Emerging AIGC Blue Ocean?
DataFunTalk
DataFunTalk
Sep 27, 2025 · Artificial Intelligence

How AI Is Redefining Filmmaking: From Festival Shorts to Feature Films

The article explores how AI models like Seedream and Seedance are reshaping cinema, from AI‑driven short films showcased at the Busan Film Festival to full‑length feature productions, highlighting technical breakthroughs, industry perspectives, and the emerging "AI +" versus "+ AI" production paradigms.

AIAIGCCinema
0 likes · 11 min read
How AI Is Redefining Filmmaking: From Festival Shorts to Feature Films
Tencent Advertising Technology
Tencent Advertising Technology
Sep 27, 2025 · Artificial Intelligence

How AI‑Generated Test Cases Transformed Tencent Ads R&D Workflow

This article details how Tencent's advertising R&D team tackled lengthy, experience‑driven test case creation by deploying AIGC‑powered demand analysis, Prompt + RAG knowledge retrieval, and multi‑stage automated validation, ultimately boosting test case adoption from under 20% to nearly 60% while reducing manual effort and iteration time.

AI testingAIGCAutomation
0 likes · 14 min read
How AI‑Generated Test Cases Transformed Tencent Ads R&D Workflow
Raymond Ops
Raymond Ops
Sep 21, 2025 · Artificial Intelligence

What is AIGC? A Complete Guide to AI-Generated Content and Its Real-World Uses

This article provides a comprehensive overview of Artificial Intelligence Generated Content (AIGC), explaining its definition, core technologies, relationship with large models, diverse application scenarios, industry impact, career implications, popular tools, prompt engineering, and practical step‑by‑step tutorials across text, image, voice, video, and coding domains.

AI content generationAI toolsAIGC
0 likes · 43 min read
What is AIGC? A Complete Guide to AI-Generated Content and Its Real-World Uses
DataFunTalk
DataFunTalk
Sep 5, 2025 · Artificial Intelligence

How to Turn Large‑Model AI into Real Business Value: Insights from SF Express

In this interview, senior AIGC product operations manager Lu Xinting shares practical methods for identifying high‑value AI scenarios, measuring product operability, building a closed‑loop AIGC system, designing user incentives, and validating product‑market fit in logistics, offering a reusable playbook for AI deployment.

AIAIGCLogistics
0 likes · 9 min read
How to Turn Large‑Model AI into Real Business Value: Insights from SF Express
JD Tech Talk
JD Tech Talk
Aug 27, 2025 · Artificial Intelligence

How AI‑Generated Virtual Try‑On Boosted Fashion Sales by 80%+

This article details JD Retail's AI‑driven virtual try‑on system, covering business challenges, technical hurdles, core algorithmic innovations, practical results from a major fashion brand, and future directions for personalized, automated, and predictive AI try‑on in e‑commerce.

A/B testingAIAIGC
0 likes · 15 min read
How AI‑Generated Virtual Try‑On Boosted Fashion Sales by 80%+
Ctrip Technology
Ctrip Technology
Aug 22, 2025 · Artificial Intelligence

How AI Can Auto‑Generate Test Cases from PRDs and Cut Design Time by Up to 70%

This article explains how an AIGC‑driven solution uses large language models, prompt engineering, and a layered architecture built on Flask and LangChain to automatically transform product requirement documents into structured, BDD‑style test cases, achieving 89% adoption and up to 70% time reduction.

AI testingAIGCFlask
0 likes · 9 min read
How AI Can Auto‑Generate Test Cases from PRDs and Cut Design Time by Up to 70%
AI Info Trend
AI Info Trend
Aug 14, 2025 · Industry Insights

How AI Is Revolutionizing Game Development: Key Trends and Insights

The report analyzes how AI is reshaping every stage of game creation and experience, highlighting developer adoption rates, advances in asset generation, narrative design, testing, commercialization, and the broader market transformation driven by generative AI technologies.

AIAIGCGame Development
0 likes · 7 min read
How AI Is Revolutionizing Game Development: Key Trends and Insights
Tencent Technical Engineering
Tencent Technical Engineering
Jul 14, 2025 · Artificial Intelligence

Demystifying AIGC, Agents, and MCP: Core Concepts and How They Interact

This article provides a concise overview of the latest AI concepts—including AIGC, Retrieval‑Augmented Generation, Function‑Calling models, intelligent agents, and the Model Context Protocol—explaining their principles, differences, and how they can be combined to build more powerful AI applications for developers outside the AI field.

AIGCAgentFunction Calling
0 likes · 15 min read
Demystifying AIGC, Agents, and MCP: Core Concepts and How They Interact
Alimama Tech
Alimama Tech
Jul 11, 2025 · Artificial Intelligence

Inside Alibaba’s Taotian AI Team: From Werewolf Games to RecGPT

This article explores Alibaba’s Taotian technology team, revealing how its young engineers blend cutting‑edge AI research with playful projects like AI‑driven Werewolf games, develop large‑scale recommendation models such as RecGPT, and foster a culture of curiosity, rapid experimentation, and flat, tech‑first management.

AIGCR&D managementTeam Culture
0 likes · 24 min read
Inside Alibaba’s Taotian AI Team: From Werewolf Games to RecGPT
Sanyou's Java Diary
Sanyou's Java Diary
Jul 10, 2025 · Artificial Intelligence

Demystifying AIGC, Agents, RAG, and MCP: Core AI Concepts Explained

This article provides a concise overview of the latest AI breakthroughs—including AIGC, multimodal technology, Retrieval‑Augmented Generation (RAG), intelligent agents with function‑calling models, and the Model Context Protocol (MCP)—explaining their principles, relationships, and practical implications for developers outside the AI field.

AIAIGCFunction Calling
0 likes · 16 min read
Demystifying AIGC, Agents, RAG, and MCP: Core AI Concepts Explained
Tencent Cloud Developer
Tencent Cloud Developer
Jul 10, 2025 · Artificial Intelligence

Demystifying AIGC, Agents, and MCP: Essential AI Concepts for Developers

This article provides a concise, developer‑focused overview of emerging AI concepts—including AIGC, multimodal models, Retrieval‑Augmented Generation, intelligent agents, Function‑Calling, and the Model Context Protocol (MCP)—explaining their core principles, differences, and how they interrelate to enable advanced AI applications.

AIAIGCAgent
0 likes · 16 min read
Demystifying AIGC, Agents, and MCP: Essential AI Concepts for Developers
JD Tech Talk
JD Tech Talk
Jul 4, 2025 · Artificial Intelligence

How AI‑Driven Virtual Try‑On Boosted Fashion Sales by 80%

This article details how JD.com’s AI-powered virtual try‑on system, integrated with the Jingmai A/B testing platform, transformed fashion e‑commerce by generating realistic model images and videos, reducing production costs to near zero, cutting design cycles from weeks to hours, and increasing conversion rates by over 80% during major sales events.

A/B testingAIAIGC
0 likes · 14 min read
How AI‑Driven Virtual Try‑On Boosted Fashion Sales by 80%
JD Tech Talk
JD Tech Talk
Jul 2, 2025 · Artificial Intelligence

How JoyGen Delivers High‑Quality Audio‑Driven 3D Talking‑Face Video Editing

JoyGen introduces a two‑stage framework that combines 3D facial reconstruction with audio‑driven motion generation to produce synchronized, high‑fidelity talking‑face videos, and validates its effectiveness on both the HDTF benchmark and a newly built high‑resolution Chinese speaking‑face dataset.

3DMMAIGCDeep Learning
0 likes · 13 min read
How JoyGen Delivers High‑Quality Audio‑Driven 3D Talking‑Face Video Editing
JD Cloud Developers
JD Cloud Developers
Jul 2, 2025 · Artificial Intelligence

How JoyGen Achieves High‑Quality Audio‑Driven 3D Talking‑Face Video Editing

JoyGen introduces a two‑stage framework that combines 3D morphable model reconstruction with audio‑driven lip motion generation and depth‑aware visual synthesis, delivering precise audio‑lip synchronization and superior visual quality on both the HDTF benchmark and a newly built high‑resolution Chinese talking‑face dataset.

3DMMAIGCDeep Learning
0 likes · 12 min read
How JoyGen Achieves High‑Quality Audio‑Driven 3D Talking‑Face Video Editing
JD Retail Technology
JD Retail Technology
Jul 1, 2025 · Artificial Intelligence

JoyGen: Audio‑Driven 3D Depth‑Aware Talking‑Face Video Editing Explained

JoyGen introduces a two‑stage framework that generates high‑quality talking‑face videos by synchronizing lip movements with input audio using 3DMM‑based identity and expression coefficients, depth‑aware supervision, and a newly built high‑resolution Chinese speaking‑face dataset, achieving state‑of‑the‑art performance on multiple benchmarks.

3DMMAIGCDeep Learning
0 likes · 13 min read
JoyGen: Audio‑Driven 3D Depth‑Aware Talking‑Face Video Editing Explained
Kuaishou Frontend Engineering
Kuaishou Frontend Engineering
Jun 19, 2025 · Backend Development

How We Cut Template Production Time by 95% with the Fuxi Workbench

Facing rapid growth of the KuaiPin hiring platform, the team tackled labor‑intensive image and AIGC template creation by building the Fuxi Workbench, which automated template production, introduced D2C conversion, a DSL editor, and layered architecture, ultimately boosting efficiency, scalability, and stability while reducing costs dramatically.

AIGCBackend DevelopmentNo-code
0 likes · 13 min read
How We Cut Template Production Time by 95% with the Fuxi Workbench
Architecture and Beyond
Architecture and Beyond
Jun 8, 2025 · Backend Development

Designing Queueing and Rate Limiting for Scalable AIGC Services

This article explains why queueing systems and rate‑limiting strategies are essential for AIGC platforms, describes the user‑facing product behaviors they produce, outlines design considerations, compares technical options, and provides practical implementation guidance to keep services stable, cost‑effective, and user‑friendly.

AIGCBackendQueue
0 likes · 30 min read
Designing Queueing and Rate Limiting for Scalable AIGC Services
JD Cloud Developers
JD Cloud Developers
Apr 22, 2025 · Artificial Intelligence

How AI Turns 2D Videos into Immersive 3D Spatial Content at Scale

Leveraging 3D vision and AIGC, JD Retail’s R&D team converts abundant 2D video assets into high‑quality stereoscopic 3D space videos through a pipeline that includes monocular depth estimation, novel view synthesis, multi‑branch inpainting, and MV‑HEVC encoding, validated by ICME 2025 and a new StereoV1K dataset.

3D videoAIGCComputer Vision
0 likes · 26 min read
How AI Turns 2D Videos into Immersive 3D Spatial Content at Scale
JD Tech Talk
JD Tech Talk
Apr 22, 2025 · Artificial Intelligence

End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV-HEVC Encoding

Leveraging AI-driven monocular depth estimation, novel view synthesis, and MV‑HEVC encoding, the JD Retail Content R&D team presents an end‑to‑end pipeline that converts 2D video assets into high‑quality immersive 3D spatial videos, introduces the large‑scale StereoV1K dataset, and demonstrates superior performance over existing methods.

3D video generationAIGCComputer Vision
0 likes · 22 min read
End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV-HEVC Encoding
JD Tech
JD Tech
Apr 21, 2025 · Artificial Intelligence

End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV‑HEVC Encoding

This article presents a comprehensive AI‑driven pipeline that converts 2D video into immersive 3D spatial video by leveraging monocular depth estimation, depth‑warping novel view synthesis, a multi‑branch inpainting module, a large‑scale StereoV1K dataset, and efficient MV‑HEVC compression, with results validated at ICME 2025 and deployed in JD Vision services.

3D videoAIAIGC
0 likes · 20 min read
End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV‑HEVC Encoding
JD Retail Technology
JD Retail Technology
Apr 16, 2025 · Artificial Intelligence

AI‑Driven 3D Spatial Video Generation from Monocular 2D Content with MV‑HEVC Encoding

This work presents an end‑to‑end AI pipeline that transforms existing monocular 2D videos into immersive 3D spatial streams by combining DINO‑v2‑based depth estimation, multi‑branch view synthesis, and MV‑HEVC encoding, achieving up to 33 % BD‑Rate reduction, 31 % speed gains, state‑of‑the‑art visual quality, and real‑time production suitability, validated on the new StereoV1K benchmark and deployed in JD.Vision’s e‑commerce catalog.

3D videoAI GenerationAIGC
0 likes · 21 min read
AI‑Driven 3D Spatial Video Generation from Monocular 2D Content with MV‑HEVC Encoding
JD Tech
JD Tech
Apr 15, 2025 · Artificial Intelligence

Reliable Advertising Creative Generation and Personalized Recommendation via Multimodal Feedback and Offline Representation

The article presents a series of technical breakthroughs by JD's advertising team that improve the quality and coverage of AI‑generated ad images through a trustworthy multimodal feedback network, introduce a large human‑annotated image dataset, and enhance creative ranking with offline multimodal representations and online architecture optimizations, ultimately achieving more precise and scalable ad personalization.

AIAIGCAdvertising
0 likes · 10 min read
Reliable Advertising Creative Generation and Personalized Recommendation via Multimodal Feedback and Offline Representation
DaTaobao Tech
DaTaobao Tech
Apr 14, 2025 · Artificial Intelligence

Taobao AIGC Content Generation: Short Video Production Techniques

Taobao’s Content AI team leverages a proprietary multimodal Mixture‑of‑Experts model to automatically generate short‑form videos—extracting highlights from live streams and creating customized product explainers—using two‑stage CLIP/VideoBLIP training, character‑level timestamps, LLM re‑segmentation and OCR masking, now producing over 100 k daily videos with a 12 % approval boost and notable conversion gains.

AIGCMultimodal AIcontent AI
0 likes · 20 min read
Taobao AIGC Content Generation: Short Video Production Techniques
Architecture and Beyond
Architecture and Beyond
Apr 12, 2025 · Backend Development

How to Keep Your AIGC Service Stable: Queueing and Rate‑Limiting Strategies

This article explains why AIGC services need queueing systems and rate‑limiting, describes the user‑facing behaviors of both mechanisms, outlines design goals, compares queue and limiter implementations, and provides practical guidance on selecting middleware, monitoring, and integrating them into a production workflow.

AIGCBackendMessage Queue
0 likes · 28 min read
How to Keep Your AIGC Service Stable: Queueing and Rate‑Limiting Strategies
Ele.me Technology
Ele.me Technology
Apr 10, 2025 · Artificial Intelligence

Ele.me Vertical Business AIGC Image Model: Architecture, Training Pipeline, and Evaluation

Ele.me created a domain-specific AIGC image model built from scratch on its own data using the DiT backbone, a three-stage training pipeline (transformer pre-training, prompt alignment, aesthetic fine-tuning), custom T5‑E‑CLIP text and visual encoders, ControlNet for layout control, and evaluated via FID, CLIP scores and a human rubric, enabling automated dish-image generation and UI asset creation for its vertical business.

AIGCControlNetDiT
0 likes · 8 min read
Ele.me Vertical Business AIGC Image Model: Architecture, Training Pipeline, and Evaluation
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Apr 7, 2025 · Artificial Intelligence

Common Applications, Tools, and Practical Scenarios of AIGC in Design and Business

This article outlines the rapid growth of AIGC technologies, describes key image‑generation and language models, demonstrates step‑by‑step design workflows, explores user‑experience research enhancements, and envisions future business uses while offering practical tips for mastering AI‑generated content.

AIGCDesignUser experience
0 likes · 8 min read
Common Applications, Tools, and Practical Scenarios of AIGC in Design and Business
Meituan Technology Team
Meituan Technology Team
Mar 27, 2025 · Artificial Intelligence

Q-Eval-100K Dataset and Q-Eval-Score Evaluation Framework for Text-to-Visual Generation

The Q‑Eval‑100K dataset, comprising 100 k AIGC images and videos with separate visual‑quality and textual‑consistency annotations, powers the open‑source Q‑Eval‑Score framework that fine‑tunes multimodal models to deliver state‑of‑the‑art, scalable, and objective evaluation—including a “vague‑to‑specific” strategy for long prompts—surpassing existing benchmarks.

AIGCDatasetevaluation
0 likes · 9 min read
Q-Eval-100K Dataset and Q-Eval-Score Evaluation Framework for Text-to-Visual Generation
JD Retail Technology
JD Retail Technology
Mar 25, 2025 · Artificial Intelligence

2024 Advances in Advertising Creative Generation and Selection

In 2024 the advertising team deployed an end‑to‑end AIGC pipeline that automatically creates high‑quality ad images, uses the multimodal Reliable Feedback Network and the million‑size RF1M dataset to filter outputs, builds rich offline and online multimodal representations with contrastive and list‑wise learning, and optimizes ranking architecture to deliver scalable, personalized creative selection.

AIAIGCAdvertising
0 likes · 10 min read
2024 Advances in Advertising Creative Generation and Selection
IT Architects Alliance
IT Architects Alliance
Mar 19, 2025 · Artificial Intelligence

AIGC: The “Super Engine” for Full-Stack Development?

By 2025, AIGC is poised to transform full‑stack development, automating requirement analysis, code generation, testing, and deployment, thereby accelerating productivity while prompting developers to upskill and collaborate with AI rather than fear replacement.

AIGCAutomationCode Generation
0 likes · 11 min read
AIGC: The “Super Engine” for Full-Stack Development?
JD Tech Talk
JD Tech Talk
Mar 19, 2025 · Artificial Intelligence

Reliable Advertising Image Generation and Creative Selection Using Multimodal Feedback and MLLM Representations

The 2024 advertising team introduced a suite of AI‑driven techniques—including a trustworthy feedback network, a large‑scale human‑annotated dataset, multimodal large language model representations, and online ranking architecture upgrades—to dramatically improve the quality, coverage, and personalization of generated ad creatives.

AIGCAdvertisingMLLM
0 likes · 10 min read
Reliable Advertising Image Generation and Creative Selection Using Multimodal Feedback and MLLM Representations
JD Cloud Developers
JD Cloud Developers
Mar 19, 2025 · Artificial Intelligence

How AIGC Boosts Ad Creative Quality: Trustworthy Image Generation & Selection

2024 saw the advertising team achieve major breakthroughs in AI-generated ad creatives by introducing a multimodal reliable feedback network to improve image usability, releasing a large human-annotated dataset, and leveraging multimodal large language models for richer representation and more effective online/offline creative selection.

AIGCad optimizationimage generation
0 likes · 10 min read
How AIGC Boosts Ad Creative Quality: Trustworthy Image Generation & Selection
DaTaobao Tech
DaTaobao Tech
Mar 7, 2025 · Artificial Intelligence

Taobao Content AI: Summary of AIGC Content Generation and Multimodal Model Techniques

Taobao’s AIGC pipeline combines a human‑feedback multimodal reward model, audio‑visual joint pre‑training, and Mixture‑of‑Experts distillation to clean data, align outputs with user preferences, and achieve state‑of‑the‑art multimodal LLM performance that drives content cold‑start and conversion gains in e‑commerce.

AIGCContent GenerationReward model
0 likes · 10 min read
Taobao Content AI: Summary of AIGC Content Generation and Multimodal Model Techniques
DaTaobao Tech
DaTaobao Tech
Mar 3, 2025 · Artificial Intelligence

How Taobao’s “Faxiang” AI Model Revolutionizes E‑Commerce Video Generation

Taobao’s AIGC video generation platform, built on a large‑scale “Faxiang” model that evolved from UNet to DiT, leverages over 2 billion curated e‑commerce videos, expert alignment, Lora fine‑tuning, and multi‑control capabilities to deliver diverse, high‑quality product videos that dramatically boost conversion metrics across the marketplace.

AI video generationAIGCe‑commerce
0 likes · 11 min read
How Taobao’s “Faxiang” AI Model Revolutionizes E‑Commerce Video Generation
IT Architects Alliance
IT Architects Alliance
Feb 28, 2025 · Industry Insights

How AIGC Is Redefining Full‑Stack Development in 2025

In 2025, AIGC technology is transforming every stage of full‑stack development—from precise AI‑driven requirement analysis and automated UI design to code generation and intelligent testing—while also raising technical, ethical, and talent challenges that developers must address.

AIAIGCAutomation
0 likes · 22 min read
How AIGC Is Redefining Full‑Stack Development in 2025
DaTaobao Tech
DaTaobao Tech
Feb 28, 2025 · Artificial Intelligence

AIGC Content Analysis Agent for E‑commerce

We introduce an AIGC‑driven content analysis agent for Taobao that automatically builds a fine‑grained feature taxonomy, multimodally labels images, videos and text, mines causal quality features, and deploys auto‑prompt, memory and LoRA‑based training pipelines, achieving over 90% labeling accuracy, 80% labor savings and double‑digit CTR gains while cutting video generation cost to 25% of GPT‑4o.

AIGCcontent analysisprompt optimization
0 likes · 18 min read
AIGC Content Analysis Agent for E‑commerce
Architects' Tech Alliance
Architects' Tech Alliance
Feb 25, 2025 · Artificial Intelligence

What Makes DeepSeek‑R1 a Game‑Changer in AIGC? Insights from Peking University

This article summarizes a Peking University lecture on DeepSeek‑R1, detailing its core concepts, advantages, and historical significance, then explains the underlying mechanisms of large‑model AI and AIGC tools, and finally offers practical guidance for selecting and efficiently applying AI solutions.

AI model analysisAIGCDeepSeek
0 likes · 5 min read
What Makes DeepSeek‑R1 a Game‑Changer in AIGC? Insights from Peking University
JD Retail Technology
JD Retail Technology
Feb 25, 2025 · Artificial Intelligence

How JD’s “JingDianDian” AI Platform Revolutionizes E‑commerce Content Creation

JD Retail’s self‑built AIGC platform ‘JingDianDian’ leverages multimodal diffusion models, ControlNet, RAG and reinforcement learning to automatically generate high‑quality product images, videos and marketing copy, cutting production time from days to seconds, slashing costs by over 99% for more than 350 k merchants.

AIGCContent GenerationMultimodal AI
0 likes · 15 min read
How JD’s “JingDianDian” AI Platform Revolutionizes E‑commerce Content Creation
DaTaobao Tech
DaTaobao Tech
Feb 24, 2025 · Artificial Intelligence

AIGC Video Generation Techniques for E‑commerce: Lip‑Sync, Head/Body Driving, and Business Applications

The article surveys recent AIGC video generation advances for Taobao e‑commerce, detailing lip‑sync models like Wav2Lip and MuseTalk, head‑driven systems such as Hallo and EchoMimic, body‑driven pipelines including AnimateAnyone and Tango, and a four‑stage production workflow that boosts click‑through rates and enables virtual try‑on.

AIGCDeep LearningMultimodal AI
0 likes · 21 min read
AIGC Video Generation Techniques for E‑commerce: Lip‑Sync, Head/Body Driving, and Business Applications
DaTaobao Tech
DaTaobao Tech
Feb 21, 2025 · Artificial Intelligence

AI-Powered Face Swapping for the Spring Festival Gala: System Design and Deployment

The paper details the design and deployment of an AI‑driven face‑swap platform for the 2025 CCTV Spring Festival Gala, featuring a dual‑model SDXL pipeline with ControlNet and LoRA fine‑tuning, optimized preprocessing and GPU‑specific acceleration to achieve sub‑3‑second latency at over 10 k QPS, supporting scaling, throttling, and multi‑region load balancing, and ultimately serving ten million users and generating hundreds of millions of personalized gala images.

AI EngineeringAIGCModel Optimization
0 likes · 28 min read
AI-Powered Face Swapping for the Spring Festival Gala: System Design and Deployment
DaTaobao Tech
DaTaobao Tech
Feb 19, 2025 · Frontend Development

Canvas Engine for AIGC‑Enabled Product Design

TMIC’s Canvas Engine combines a Konva‑based front‑end canvas framework with AIGC model interfaces to give merchants low‑level, undoable editing tools—such as template loading, intelligent image adjustments, magic eraser, filters, and watermarking—while exposing an SDK and JSON protocol for easy integration and future AI‑driven extensions.

AIGCCanvas EngineJSON Protocol
0 likes · 16 min read
Canvas Engine for AIGC‑Enabled Product Design
AIWalker
AIWalker
Feb 14, 2025 · Artificial Intelligence

ImageRAG: Leveraging RAG and AIGC to Elevate Image Generation Quality

ImageRAG introduces a dynamic retrieval‑augmented generation framework that integrates visual language models and CLIP‑based similarity search to supply reference images, enabling diffusion models like OmniGen and SDXL to better render rare and fine‑grained concepts, as demonstrated through extensive quantitative and qualitative experiments.

AIGCImageRAGOmniGen
0 likes · 18 min read
ImageRAG: Leveraging RAG and AIGC to Elevate Image Generation Quality
Architecture and Beyond
Architecture and Beyond
Feb 6, 2025 · Operations

Analyzing DeepSeek’s Availability Issues and Applying Traditional Internet Reliability Strategies to AIGC

This article examines DeepSeek’s frequent service interruptions, contrasts the inherent reliability challenges of AIGC products with traditional internet applications, and proposes adopting proven isolation, rate‑limiting, and elastic‑scaling techniques to improve AI service availability and user experience.

AIGCAvailabilityDeepSeek
0 likes · 12 min read
Analyzing DeepSeek’s Availability Issues and Applying Traditional Internet Reliability Strategies to AIGC
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
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
Baidu MEUX
Baidu MEUX
Jan 8, 2025 · Artificial Intelligence

How AI Personas Revitalize Baidu App Comment Sections: Design Insights & Results

This article examines Baidu's design experiments that embed AI characters into the app's comment area, detailing user research, evolution of comment communities, validation of AI assistants and film‑related roles, persona creation, and future plans that together boost engagement and earn international design awards.

AIAIGCBaidu
0 likes · 9 min read
How AI Personas Revitalize Baidu App Comment Sections: Design Insights & Results
DevOps
DevOps
Dec 23, 2024 · Artificial Intelligence

Understanding AIGC Agents: Definition, Core Features, Underlying Logic, and Commercial Applications

This article explains what AIGC agents are, outlines their four main characteristics, describes the underlying transformer‑based architecture, dual‑stage learning, probabilistic generation and feedback optimization, and explores their current and future commercial use cases across content creation, knowledge bases, customer service, internal operations, and product design.

AIGCAgentContent Generation
0 likes · 14 min read
Understanding AIGC Agents: Definition, Core Features, Underlying Logic, and Commercial Applications
DaTaobao Tech
DaTaobao Tech
Dec 20, 2024 · Artificial Intelligence

AIGC Applications in Fresh E‑Commerce: 2024 Overview

In 2024, AI‑generated content transforms fresh‑food e‑commerce by leveraging large language and multimodal models to automatically craft concise product copy, synthesize realistic images and short‑video GIFs, detect and fix visual defects, and build brand‑specific style libraries, paving the way for future voice‑driven storytelling and personalized shopping experiences.

AIGCContent GenerationFresh E-commerce
0 likes · 7 min read
AIGC Applications in Fresh E‑Commerce: 2024 Overview
DevOps
DevOps
Dec 11, 2024 · Artificial Intelligence

Five Levels of AI Development and the AGILE Five‑Step Methodology for Enterprise AIGC Adoption

The article outlines OpenAI's five AI maturity levels—from chatbots to organizational AI—examines the challenges Chinese enterprises face when adopting large‑model technologies, and presents the AGILE five‑step framework (Awareness, Gauge, Inception, Ladder, Expansion) together with current best practices and job‑market impacts.

AIAIGCEnterprise
0 likes · 12 min read
Five Levels of AI Development and the AGILE Five‑Step Methodology for Enterprise AIGC Adoption
Architecture and Beyond
Architecture and Beyond
Nov 30, 2024 · Artificial Intelligence

Scalable Engineering Architecture for AIGC Products: Principles, Design, and Implementation

This article examines why scalability is a core requirement for AIGC products and presents a comprehensive engineering architecture—including modular design, distributed systems, resource scheduling, queue management, and layered architecture—to achieve high performance, cost efficiency, and long‑term maintainability.

AIGCDistributed SystemsScalability
0 likes · 20 min read
Scalable Engineering Architecture for AIGC Products: Principles, Design, and Implementation
Ximalaya Technology Team
Ximalaya Technology Team
Nov 29, 2024 · Artificial Intelligence

Applying Large Language Models for AIGC Advertising: Content Generation, Multimodal Understanding, and Creative Optimization at Ximalaya

Ximalaya leverages large language models and AI‑generated content to automate ad creative production, multimodal semantic understanding, and creative selection, slashing image costs to 0.2 CNY, boosting CTR by up to 3.5 %, improving revenue and eCPM by over 2 %, and expanding material diversity fivefold.

AIGCcreative optimizationlarge language models
0 likes · 21 min read
Applying Large Language Models for AIGC Advertising: Content Generation, Multimodal Understanding, and Creative Optimization at Ximalaya
Python Crawling & Data Mining
Python Crawling & Data Mining
Nov 27, 2024 · Artificial Intelligence

Transform Data Analysis Reports into Mind Maps with AIGC

This article explains how AIGC can assist data analysts by generating mind‑map outlines for reports, detailing multiple uses of mind maps, crafting prompts for AI, and converting the Markdown output into visual diagrams using open‑source tools like Markmap and commercial tools such as Xmind.

AIAIGCMarkmap
0 likes · 11 min read
Transform Data Analysis Reports into Mind Maps with AIGC
Architecture and Beyond
Architecture and Beyond
Nov 23, 2024 · Artificial Intelligence

A Comprehensive Overview of AIGC Engineering Architecture and Its Core Roles

This article examines the AIGC engineering architecture, detailing its data, model, fine‑tuning, inference, application, and monitoring layers, and explains the distinct responsibilities and challenges of application engineers, algorithm engineers, and “alchemy” specialists, highlighting how this structured approach accelerates generative AI productization.

AI deploymentAIGCEngineering Architecture
0 likes · 24 min read
A Comprehensive Overview of AIGC Engineering Architecture and Its Core Roles
58UXD
58UXD
Nov 22, 2024 · Artificial Intelligence

How Stable Diffusion Transforms Icon Design: Fast, Diverse, Low‑Cost AI Icons

This article explores how Stable Diffusion, an AI image‑generation model, revolutionizes icon creation by delivering high‑efficiency, diverse‑style, easily adjustable, and low‑cost designs, and provides a step‑by‑step WEB‑UI workflow—including sketching, model selection, parameter tuning, prompt crafting, and ControlNet usage—to produce inflatable‑style 3D icons.

AI-generated GraphicsAIGCStable Diffusion
0 likes · 5 min read
How Stable Diffusion Transforms Icon Design: Fast, Diverse, Low‑Cost AI Icons
58UXD
58UXD
Nov 14, 2024 · Artificial Intelligence

How AI Image Generation Could Transform Everyday Creativity

This article explores how AI-generated image technology, already boosting designers' efficiency, could become a ubiquitous creative tool for the masses, lowering entry barriers, enriching visual content, fostering aesthetic exchange, and spawning new artistic styles that reshape everyday visual culture.

AI image generationAIGCcreative technology
0 likes · 6 min read
How AI Image Generation Could Transform Everyday Creativity
DataFunSummit
DataFunSummit
Nov 6, 2024 · Artificial Intelligence

Applying AIGC to Transform Insurance Marketing at Ant Group

This article explains how Ant Group’s insurance marketing team leverages Artificial Intelligence‑generated content (AIGC) to create personalized marketing materials, automate recommendation workflows, and produce video scripts, thereby improving efficiency, compliance, and user engagement in the insurance sector.

AIGCContent GenerationInsurance Marketing
0 likes · 9 min read
Applying AIGC to Transform Insurance Marketing at Ant Group
Kuaishou Tech
Kuaishou Tech
Oct 30, 2024 · Artificial Intelligence

Fast Mobile's AI Innovations at 2024 China Computer Conference

Fast Mobile showcased its AI model, 可灵AI, at the 2024 China Computer Conference, highlighting its achievements in generating over 3.7 billion videos and images, and announced a new research fund to foster academic-industry collaboration in AI.

AI ConferenceAIGCCNCC 2024
0 likes · 6 min read
Fast Mobile's AI Innovations at 2024 China Computer Conference
JD Tech
JD Tech
Oct 30, 2024 · Frontend Development

AIGCDesign: Open-Source Cross-Platform AI Component Solution for Frontend Development

The article introduces AIGCDesign, an open‑source cross‑platform AI component library that extends traditional frontend UI kits with large‑language‑model capabilities, offering lightweight, configurable, and multi‑framework support for rapid AI‑driven application development across web, mobile, and native environments.

AIAIGCComponent Library
0 likes · 12 min read
AIGCDesign: Open-Source Cross-Platform AI Component Solution for Frontend Development
Tencent Cloud Developer
Tencent Cloud Developer
Oct 30, 2024 · Artificial Intelligence

Comprehensive Survey of AIGC Research: Papers, Resources, and Technical Overview

This survey acts as a comprehensive portal that organizes AIGC research across seven domains—text, image, and audio generation, cross‑modal association, text‑guided image and audio synthesis, and supporting resources—detailing seminal models such as GPT, Diffusion, CLIP, DALL·E, Stable Diffusion, MusicLM, and key papers that shaped each field.

AIGCCLIPComputer Vision
0 likes · 19 min read
Comprehensive Survey of AIGC Research: Papers, Resources, and Technical Overview
58UXD
58UXD
Oct 28, 2024 · Artificial Intelligence

How AI is Transforming Design: Trends, Tools, and Future Challenges

AI technologies are rapidly reshaping the design field by automating repetitive tasks, enabling data‑driven UX, powering generative tools like Figma’s AI features, Adobe Firefly, Midjourney, and AIGC platforms, while also raising new skill and ethical challenges for designers.

AI designAIGCUX
0 likes · 7 min read
How AI is Transforming Design: Trends, Tools, and Future Challenges
DataFunSummit
DataFunSummit
Oct 10, 2024 · Artificial Intelligence

AIGC‑Assisted Marketing Material Generation at Shujia Technology

This article describes Shujia Technology's use of artificial intelligence to generate marketing images and videos, outlining the background, challenges of high-volume content production, detailed solutions for image and video assets—including layout models, diffusion models, and digital human synthesis—and future research directions.

AIGCDigital HumanMarketing
0 likes · 12 min read
AIGC‑Assisted Marketing Material Generation at Shujia Technology
JD Retail Technology
JD Retail Technology
Oct 9, 2024 · Frontend Development

AIGCDesign: Open-Source Cross‑Platform AI Component Solution – Design, Architecture, and Implementation

The article introduces AIGCDesign, an open‑source cross‑platform AI component solution that combines traditional frontend libraries with large‑language‑model capabilities, outlines its design goals, technical architecture, lifecycle hooks, configuration examples, multi‑framework support, and real‑world business integration cases.

AIAIGCComponent Library
0 likes · 12 min read
AIGCDesign: Open-Source Cross‑Platform AI Component Solution – Design, Architecture, and Implementation
DaTaobao Tech
DaTaobao Tech
Sep 25, 2024 · Artificial Intelligence

Consistent Style Generation in AIGC: Style Aligned and Story Diffusion

The article reviews two AIGC techniques—Style Aligned, which shares self‑attention across a batch to keep style consistent, and Story Diffusion, which uses a training‑free Consistent Self‑Attention module followed by a transformer to generate coherent image sequences—showing promising results in home‑decoration scenarios while noting remaining challenges in fine‑grained spatial and detail alignment.

AIAIGCConsistent Self-Attention
0 likes · 5 min read
Consistent Style Generation in AIGC: Style Aligned and Story Diffusion
JD Cloud Developers
JD Cloud Developers
Sep 9, 2024 · Frontend Development

How AIGCDesign Revolutionizes Cross‑Platform AI Component Development

This article explains the motivation, research, architecture, implementation details, lifecycle hooks, configuration options, multi‑framework support, and future directions of AIGCDesign, a cross‑platform AI component library built with Taro, React, Vue and native technologies, including code examples and streaming techniques.

AIGCComponent LibraryTaro
0 likes · 16 min read
How AIGCDesign Revolutionizes Cross‑Platform AI Component Development
JD Tech Talk
JD Tech Talk
Sep 9, 2024 · Frontend Development

AIGCDesign: A Cross‑Platform Frontend AI Component Library and Its Technical Implementation

The article introduces AIGCDesign, a cross‑platform frontend component library that leverages AI generation capabilities, explains its motivation, research of existing solutions, architectural layers, lifecycle hooks, configuration examples, multi‑framework support, business integration cases, and future stream‑processing enhancements.

AIAIGCReact
0 likes · 15 min read
AIGCDesign: A Cross‑Platform Frontend AI Component Library and Its Technical Implementation
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Sep 2, 2024 · Artificial Intelligence

How AIGC Transforms Advertising Material Creation on Xiaohongshu

This article analyzes how large‑model AIGC reshapes the production, evaluation, and deployment of advertising creatives on Xiaohongshu, detailing the business motivations, technical pipeline, controllable generation, reward‑model filtering, and experimental results that balance commercial efficiency with community tone.

AIGCAdvertisingControllable Generation
0 likes · 14 min read
How AIGC Transforms Advertising Material Creation on Xiaohongshu
DaTaobao Tech
DaTaobao Tech
Aug 7, 2024 · Artificial Intelligence

Overview of Large Model Development, AIGC Practices, and Prompt Engineering

The article surveys the rapid emergence of large AI models and AIGC, explains core concepts like AI, AGI, and LLMs, details prompt‑engineering techniques such as chain‑of‑thought, outlines a seven‑layer AIGC stack, discusses technical and ethical challenges, and highlights future multimodal and industry‑specific applications.

AIAIGCLLM
0 likes · 25 min read
Overview of Large Model Development, AIGC Practices, and Prompt Engineering
37 Interactive Technology Team
37 Interactive Technology Team
Aug 5, 2024 · Artificial Intelligence

Case Study: Applying AIGC to Component Activity Business with Dify

This case study shows how AIGC, implemented through Dify’s low‑code platform, enables a natural‑language AI assistant to recommend and insert the optimal components from a 200‑plus library, streamlining selection, building an embedding‑based knowledge base, exposing a RAG‑driven agent via API, and demonstrating rapid AI‑business validation compared with custom frameworks.

AI AgentAIGCBusiness Automation
0 likes · 8 min read
Case Study: Applying AIGC to Component Activity Business with Dify
JD Cloud Developers
JD Cloud Developers
Jul 26, 2024 · Frontend Development

From Junior to Front‑End Expert: My JD.com Journey and Key Lessons

The article recounts a JD.com front‑end engineer’s evolution from a fresh graduate to a technical leader, highlighting practical advice on mentorship, coding habits, project ownership, innovative ad‑tech solutions, and the transformative role of AIGC in modern front‑end development.

AIGCCareer DevelopmentProject Management
0 likes · 19 min read
From Junior to Front‑End Expert: My JD.com Journey and Key Lessons
Qunar Tech Salon
Qunar Tech Salon
Jul 25, 2024 · Artificial Intelligence

AI-Generated Video Practices for International Hotels

At the WOT2024 conference, Qunar Travel’s CTO Zheng Jimin presented a comprehensive overview of AI-generated video production for international hotels, detailing challenges, AI-driven workflow automation, practical implementation steps, multilingual translation enhancements, and performance results, offering valuable insights for scaling high‑quality hotel video content.

AIAIGCAutomation
0 likes · 11 min read
AI-Generated Video Practices for International Hotels
AntTech
AntTech
Jul 24, 2024 · Artificial Intelligence

EchoMimic: An Open‑Source AIGC‑Driven Framework for 2D/3D Digital Human Generation

EchoMimic, an open‑source project from Ant Group, presents a flexible, audio‑ and pose‑driven digital human generation pipeline that combines 2D, 3D and AIGC techniques, reduces production costs, achieves real‑time inference, and includes a detailed architecture, related work analysis, and future research directions.

AIGCDigital Humanaudio-driven animation
0 likes · 18 min read
EchoMimic: An Open‑Source AIGC‑Driven Framework for 2D/3D Digital Human Generation
Alibaba Cloud Native
Alibaba Cloud Native
Jul 22, 2024 · Artificial Intelligence

How AIGC Is Revolutionizing Software Development and Boosting R&D Efficiency

This presentation explores how large‑model AIGC reshapes software engineering by leveling developer skills, reducing collaboration overhead, cutting costs, and introducing new human‑AI collaboration modes—from Copilot to multi‑agent facilitators—while detailing practical challenges, technical solutions, and future prospects.

AI agentsAIGCCode Generation
0 likes · 25 min read
How AIGC Is Revolutionizing Software Development and Boosting R&D Efficiency
JD Retail Technology
JD Retail Technology
Jul 17, 2024 · Frontend Development

From Junior to Front‑End Expert: My Growth Journey and Technical Innovations at JD Advertising

This article recounts the author’s progression from a fresh graduate to a front‑end technology specialist at JD, detailing three growth phases—exploration, steady advancement, and breakthrough contributions—while sharing practical advice, project experiences, and insights on AIGC, code quality, and team leadership.

AIGCCareer GrowthFront-end
0 likes · 17 min read
From Junior to Front‑End Expert: My Growth Journey and Technical Innovations at JD Advertising
Architects' Tech Alliance
Architects' Tech Alliance
Jul 10, 2024 · Industry Insights

Why AI Large Models Are Driving the Next Industrial Revolution

The article analyzes the rapid evolution of AI large models—from their role in advancing AGI through massive pre‑training and fine‑tuning, to current market dynamics led by GPT and domestic Chinese players, and finally to future multimodal applications, content‑factory capabilities, and emerging AIGC revenue models projected to reach trillion‑yuan scales by 2030.

AIAIGCGPT
0 likes · 7 min read
Why AI Large Models Are Driving the Next Industrial Revolution
Mashang Consumer UXC
Mashang Consumer UXC
Jul 5, 2024 · Artificial Intelligence

How AIGC is Transforming Design: Tools, Practices, and Real-World Cases

This article explores how AI‑generated content (AIGC) tools like Midjourney and Stable Diffusion are reshaping visual design workflows, enabling faster ideation, customized assets, and brand‑centric applications while highlighting practical strategies and future outlooks for designers.

AI toolsAIGCDesign Automation
0 likes · 7 min read
How AIGC is Transforming Design: Tools, Practices, and Real-World Cases
DataFunSummit
DataFunSummit
Jun 27, 2024 · Artificial Intelligence

Advances in Code Large Models: AIGC Impact on Software Development and Future Multi‑Agent Tools

This article explores how code large models and AIGC are transforming software development, covering their impact on developer skills, collaboration, cost control, the evolution of Copilot and Agent modes, multi‑agent architectures, retrieval‑augmented generation, and future directions for intelligent development tools.

AIGCCode GenerationCopilot
0 likes · 23 min read
Advances in Code Large Models: AIGC Impact on Software Development and Future Multi‑Agent Tools