BestHub
Sign in
Tagged articles
5000 articles
Page 31 of 50
AntTech
AntTech
Apr 26, 2024 · Databases

Data Processing Technologies in the AI Era: Trends and Integration of Vector and Relational Databases

The talk explores how the rapid growth of multimodal data and large language models is reshaping data processing, highlighting three key trends—online‑offline integration, vector‑relational database convergence, and the fusion of data processing with AI computation—while presenting practical solutions and future visions for unified data‑AI ecosystems.

AIBig DataHTAP
0 likes · 12 min read
Data Processing Technologies in the AI Era: Trends and Integration of Vector and Relational Databases
21CTO
21CTO
Apr 25, 2024 · Artificial Intelligence

Is Devin the First Fully Autonomous AI Software Engineer? A Critical Look

The article examines Devin, an AI software engineer touted as the world’s first fully autonomous coding assistant, explores its promised capabilities, the skepticism surrounding its performance claims, community reactions, and the broader implications for AI-driven software development.

AIAutonomous AICoding Assistant
0 likes · 7 min read
Is Devin the First Fully Autonomous AI Software Engineer? A Critical Look
StarRocks
StarRocks
Apr 25, 2024 · Artificial Intelligence

How AI Boosts SQL Accuracy and Performance: Real‑World Demo & AutoMV Insights

The April 16 online meetup by Tencent Game Data and StarRocks explored AI‑generated SQL, tackled NL2SQL challenges, showcased a demo that lifted one‑shot accuracy to 89%, and introduced StarRocks AutoMV technology that automates materialized‑view recommendation and merging to accelerate data‑warehouse queries.

AIAutoMVNL2SQL
0 likes · 9 min read
How AI Boosts SQL Accuracy and Performance: Real‑World Demo & AutoMV Insights
JD Cloud Developers
JD Cloud Developers
Apr 25, 2024 · Artificial Intelligence

How AI Diffusion Models Revolutionize E‑commerce Ad Image Creation

This article presents JD Advertising's 2023 innovations that combine relation‑aware diffusion models, category‑aware background generation, and planning‑and‑rendering pipelines to automatically produce high‑quality, scalable, and personalized e‑commerce ad posters, addressing efficiency, cost, and creative limitations of manual design.

AIAdvertisingdiffusion
0 likes · 18 min read
How AI Diffusion Models Revolutionize E‑commerce Ad Image Creation
Sohu Tech Products
Sohu Tech Products
Apr 24, 2024 · Artificial Intelligence

Domain-Specific Large Model Construction Guide

The guide explains why generic LLMs struggle with enterprise tasks and outlines two remedies—retrieval‑augmented generation and domain‑specific fine‑tuning—detailing dataset creation, training strategies (full‑parameter, LoRA, Q‑LoRA), validation methods, hardware benchmarks, and practical tips such as supervised fine‑tuning, 30% domain data, and a stepwise tuning pipeline.

AIdataset constructiondomain-specific LLM
0 likes · 16 min read
Domain-Specific Large Model Construction Guide
Sohu Tech Products
Sohu Tech Products
Apr 24, 2024 · Artificial Intelligence

Evolution, Architecture, Training Data, Methods, and Performance of Meta's Llama Series (Llama 1, 2, 3)

Meta's Llama series has progressed from the 7‑65B Llama‑1 in early 2023 to the 8B and 70B Llama‑3 in 2024, scaling token counts from 1 T to over 15 T, adopting decoder‑only Transformers with RMSNorm, SwiGLU, RoPE and GQA, and adding supervised fine‑tuning, RLHF and DPO, resulting in state‑of‑the‑art benchmark performance and a vibrant open‑source ecosystem.

AILLaMAModel architecture
0 likes · 25 min read
Evolution, Architecture, Training Data, Methods, and Performance of Meta's Llama Series (Llama 1, 2, 3)
Alimama Tech
Alimama Tech
Apr 24, 2024 · Artificial Intelligence

Mask‑Guided Diffusion for Precise Product Image Generation

Mask‑Guided Diffusion combines instance‑mask training, Masked Canny ControlNet, and Mask‑guided Attribute Binding to preserve product details, correctly bind attributes, fix hand distortion, and generate uniform colored backgrounds, enabling merchants to quickly create high‑quality, controllable product images with Stable Diffusion.

AIComputer VisionControlNet
0 likes · 16 min read
Mask‑Guided Diffusion for Precise Product Image Generation
DataFunSummit
DataFunSummit
Apr 24, 2024 · Artificial Intelligence

Multimodal Content Understanding in Baidu Commercial Systems: The ViCAN Model and Its Applications

This article presents Baidu's exploration of multimodal content understanding for commercial advertising, detailing the ViCAN pre‑training model, its contrastive and mask‑language learning tasks, integration across recall, ranking and risk‑control pipelines, quantization with MMDict, and future AIGC‑driven generation, all backed by extensive experiments and Q&A.

AIAIGCAdvertising
0 likes · 27 min read
Multimodal Content Understanding in Baidu Commercial Systems: The ViCAN Model and Its Applications
Baidu Geek Talk
Baidu Geek Talk
Apr 24, 2024 · Industry Insights

How Baidu’s New AI OS “WanYuan” Redefines Intelligent Computing

At the Create 2024 Baidu AI Developer Conference, Baidu unveiled its next‑generation intelligent computing operating system WanYuan, detailing its cluster‑scale management, GPU‑centric performance, integrated large‑model services, and a layered architecture that aims to simplify AI‑native application development and accelerate the AI era.

AIBaiduCluster Management
0 likes · 12 min read
How Baidu’s New AI OS “WanYuan” Redefines Intelligent Computing
Baidu Tech Salon
Baidu Tech Salon
Apr 24, 2024 · Industry Insights

How Baidu’s Wenxin Model and PaddlePaddle Accelerate AI in the Intelligent Era

At the 3rd China International Software Development Conference, Baidu’s CTO Wang Haifeng highlighted the role of operating systems in the AI era, showcasing PaddlePaddle’s open‑source platform, the Wenxin large model’s efficiency gains, and the emergence of intelligent agents and code assistants.

AIChina technologyIndustry Insights
0 likes · 4 min read
How Baidu’s Wenxin Model and PaddlePaddle Accelerate AI in the Intelligent Era
58UXD
58UXD
Apr 24, 2024 · Frontend Development

Designing a User‑Centric Multimodal AI Platform: Key UI Principles

This article outlines practical UI design guidelines for building a multimodal AI platform, covering layout simplification, emphasis on key content, color schemes, typography consistency, icon style, interaction uniformity, and cross‑browser/device compatibility to create an intuitive and efficient user experience.

AIUI designUser experience
0 likes · 6 min read
Designing a User‑Centric Multimodal AI Platform: Key UI Principles
21CTO
21CTO
Apr 23, 2024 · Artificial Intelligence

How an AI‑Powered Interview Simulator Can Boost Your Job Prep

The AI Interview Simulator is a web app that uses AI to analyze users’ spoken answers via camera and microphone, offering real‑time, constructive feedback, and is built with Angular, Tailwind, HonoJS, LangChainJS, and Cloudflare services for hosting, edge computing, and data storage.

AIAngularCloudflare
0 likes · 4 min read
How an AI‑Powered Interview Simulator Can Boost Your Job Prep
21CTO
21CTO
Apr 23, 2024 · Artificial Intelligence

How to Build a Python ChatGPT App: Step‑by‑Step API Guide

This tutorial walks you through accessing the OpenAI ChatGPT API with Python, covering account setup, API key generation, code examples for basic calls, custom system instructions, conversation memory handling, and building a simple GUI chatbot using tkinter or Gradio.

AIAPIChatGPT
0 likes · 9 min read
How to Build a Python ChatGPT App: Step‑by‑Step API Guide
58UXD
58UXD
Apr 23, 2024 · Artificial Intelligence

AIGC in Action: Transforming Auto Show Design with AI

This article explores how AIGC can streamline the design of high‑impact visual assets for large‑scale events, detailing a real‑world case study of the Guangzhou International Auto Show main key visual, from keyword extraction and mood‑board collection to AI‑assisted concept generation, rendering, and final compositing.

AIAIGCMarketing
0 likes · 4 min read
AIGC in Action: Transforming Auto Show Design with AI
Baidu Geek Talk
Baidu Geek Talk
Apr 22, 2024 · Artificial Intelligence

Designing Effective Prompts for Large Language Models: Structure, Code Examples, and Regex Extraction

The article presents a systematic prompt template—comprising Instruction, Input Data, Context, and Output Indicator—demonstrates code examples for single‑ and multi‑task formatting, shows how clear markers enable regex extraction, and introduces Baidu’s PaddlePaddle Star River Community to simplify building reliable LLM‑driven applications.

AICode ExamplePrompt Engineering
0 likes · 13 min read
Designing Effective Prompts for Large Language Models: Structure, Code Examples, and Regex Extraction
21CTO
21CTO
Apr 22, 2024 · Information Security

Linus Torvalds on Security, AI Hype, and the Future of Open‑Source Trust

During a candid “fireside chat” at the Linux Foundation North America Open Source Summit, Linus Torvalds discusses the challenges of hardware bugs, security vulnerabilities, AI hype, RISC‑V concerns, and the importance of trust and community in sustaining Linux’s open‑source ecosystem.

AILinuxRISC-V
0 likes · 9 min read
Linus Torvalds on Security, AI Hype, and the Future of Open‑Source Trust
Architects' Tech Alliance
Architects' Tech Alliance
Apr 21, 2024 · Fundamentals

Understanding RDMA: InfiniBand, RoCE, and Their Role in High‑Performance AI Model Training

This article explains how Remote Direct Memory Access (RDMA) technologies such as InfiniBand and RoCE bypass OS kernels to achieve ultra‑low latency and high bandwidth, discusses their hardware implementations, cost considerations, and their critical impact on large‑scale AI model training and HPC network design.

AIGPUHigh‑Performance Computing
0 likes · 11 min read
Understanding RDMA: InfiniBand, RoCE, and Their Role in High‑Performance AI Model Training
DataFunSummit
DataFunSummit
Apr 21, 2024 · Big Data

Application of Graph Technology in Financial Anti‑Fraud

This article explains how large‑scale graph technology is applied to financial anti‑fraud, covering background, graph‑driven perception, analysis, decision‑making and enforcement, evolution of graph methods, a comprehensive risk‑control platform, and a Q&A on practical implementation.

AIfinancial fraud detectiongraph learning
0 likes · 13 min read
Application of Graph Technology in Financial Anti‑Fraud
DataFunTalk
DataFunTalk
Apr 21, 2024 · Artificial Intelligence

Guidelines for Building Domain-Specific Large Models: Dataset Construction, Training Methods, Evaluation, and Hardware Benchmarking

This article presents a comprehensive guide on constructing domain-specific large language models, covering the differences from general models, how to build high‑quality domain datasets, selecting appropriate training methods, designing validation sets, evaluating model capabilities, and benchmarking domestic hardware performance.

AIModel Evaluationdataset construction
0 likes · 20 min read
Guidelines for Building Domain-Specific Large Models: Dataset Construction, Training Methods, Evaluation, and Hardware Benchmarking
21CTO
21CTO
Apr 20, 2024 · Artificial Intelligence

What Developers Need to Know About Meta’s New Open‑Source Llama 3 Model

Meta’s newly open‑source Llama 3 model pushes the frontier of large language models with a larger context window, Mixture‑of‑Experts architecture, multilingual support, and multimodal capabilities, while facing challenges in transparency, bias, and computational resources, and offering diverse applications from NLU to code generation.

AILlama3Multimodal
0 likes · 10 min read
What Developers Need to Know About Meta’s New Open‑Source Llama 3 Model
New Oriental Technology
New Oriental Technology
Apr 19, 2024 · Artificial Intelligence

Effective Prompt Engineering for Large Language Models

This article explains how large language models work, why well‑crafted prompts are essential, and presents practical strategies—such as clarity, conciseness, focus, role‑setting, delimiters, few‑shot examples, and step‑by‑step instructions—to help users obtain accurate and relevant responses from AI systems.

AILLM strategiesPrompt Design
0 likes · 12 min read
Effective Prompt Engineering for Large Language Models
DaTaobao Tech
DaTaobao Tech
Apr 19, 2024 · Artificial Intelligence

AI‑Driven Aesthetic Evaluation for E‑commerce Image Generation

The article outlines a systematic method for defining, training, and deploying AI‑driven aesthetic standards to evaluate and improve e‑commerce image generation on Taobao, detailing a four‑step workflow, multimodal model architecture, scoring criteria, validation processes, and future plans for style libraries and an AI‑PaaS offering.

AIAesthetic EvaluationImage Generation
0 likes · 10 min read
AI‑Driven Aesthetic Evaluation for E‑commerce Image Generation
AntTech
AntTech
Apr 19, 2024 · Artificial Intelligence

AgentUniverse: An Enterprise‑Grade Multi‑Agent Framework for Complex Financial Analysis

The article introduces AgentUniverse, a large‑model multi‑agent framework that orchestrates specialized agents through a PEER collaboration pattern to overcome LLM limitations in complex financial tasks, demonstrates its architecture, workflow, experimental superiority on benchmarks, and provides open‑source installation details.

AIAgent FrameworkMulti-Agent
0 likes · 10 min read
AgentUniverse: An Enterprise‑Grade Multi‑Agent Framework for Complex Financial Analysis
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 19, 2024 · Artificial Intelligence

How Huawei Plans to Lead the 2024 AI and 5G‑A Revolution

In a keynote at the 21st Huawei Analyst Conference, Vice Chairman Xu Zhijun outlined 2024’s key technology trends—5G‑A rollout, accelerating large‑model AI, clean energy, intelligent electric vehicles—and presented five strategic initiatives to drive comprehensive intelligence across Huawei’s ecosystem.

5G-AAIHuawei
0 likes · 17 min read
How Huawei Plans to Lead the 2024 AI and 5G‑A Revolution
JD Retail Technology
JD Retail Technology
Apr 18, 2024 · Industry Insights

How JD.com’s AI‑Driven Supply Chain Earned the 2024 INFORMS Prize

JD.com became the first Asian company to win the prestigious INFORMS Prize by leveraging AI‑powered, user‑centric supply chain innovations that deliver 95% of orders within 24 hours, scale assets to 153.8 billion yuan, and generate tens of thousands of daily logistics decisions.

AIINFORMSIndustry Insights
0 likes · 4 min read
How JD.com’s AI‑Driven Supply Chain Earned the 2024 INFORMS Prize
CSS Magic
CSS Magic
Apr 18, 2024 · Artificial Intelligence

Get Started with Kimi API Instantly—No Coding Experience Required

This step‑by‑step guide shows how to claim your free Kimi API credit, create an API key, test the service with Postman, and integrate it via Python SDK, frontend projects, or no‑code tools like Dify, enabling anyone to build AI applications without writing code.

AIChat CompletionKimi API
0 likes · 10 min read
Get Started with Kimi API Instantly—No Coding Experience Required
Sohu Tech Products
Sohu Tech Products
Apr 17, 2024 · Artificial Intelligence

Introduction to agere: A Lightweight, Fully Customizable Agent Framework

agere is a lightweight, dependency‑free Python framework that lets developers build fully customizable agents by defining reusable Job and handler task nodes in an edge‑node model, supporting parallel execution, fine‑grained callbacks, direct parameter passing, and hierarchical orchestration through a root Commander node.

AIAgent FrameworkPython
0 likes · 10 min read
Introduction to agere: A Lightweight, Fully Customizable Agent Framework
Alimama Tech
Alimama Tech
Apr 17, 2024 · Artificial Intelligence

Applying Large Language Models to Advertising Copy Generation

The article examines how large language models can streamline advertising copy creation by addressing format diversity, creativity, and new media demands, detailing model evaluation, fine‑tuning of Chinese‑adapted LLMs—ultimately selecting QWen 1.5‑7B—and showing that deployment boosts copy quality, click‑through and conversion rates while outlining future personalization and data‑efficient scaling.

AICopy GenerationFine-tuning
0 likes · 18 min read
Applying Large Language Models to Advertising Copy Generation
Kuaishou Tech
Kuaishou Tech
Apr 17, 2024 · Artificial Intelligence

Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning

The paper presented at AAAI introduces the EERCF method, a coarse‑to‑fine visual representation and two‑stage recall‑then‑rerank strategy that dramatically reduces cross‑modal matching FLOPs while preserving state‑of‑the‑art retrieval performance on multiple video benchmarks.

AIMultimodal Learningcoarse-to-fine representation
0 likes · 8 min read
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
AntTech
AntTech
Apr 17, 2024 · Artificial Intelligence

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

LLMRG introduces a novel framework that leverages large language models to construct personalized reasoning graphs, integrating chain reasoning, self‑verification, divergent extension, and knowledge‑base self‑improvement, thereby enhancing recommendation accuracy, interpretability, and performance across multiple benchmark datasets without additional user or item information.

AIInterpretabilitybenchmark evaluation
0 likes · 9 min read
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
Baidu Tech Salon
Baidu Tech Salon
Apr 16, 2024 · Artificial Intelligence

How Baidu’s AI Tools Turn Everyone Into a Developer – Key Takeaways from Li Yanhong’s Speech

In his Create 2024 AI Developer Conference keynote, Li Yanhong outlines Baidu’s latest large‑model series, AI‑native development platforms (AgentBuilder, AppBuilder, ModelBuilder), performance breakthroughs, real‑world case studies, and the strategic vision that makes AI development accessible to all developers and enterprises.

AIdeveloper toolsindustry trends
0 likes · 28 min read
How Baidu’s AI Tools Turn Everyone Into a Developer – Key Takeaways from Li Yanhong’s Speech
360 Tech Engineering
360 Tech Engineering
Apr 15, 2024 · Artificial Intelligence

Fine‑Tuning Large Language Models: A Practical Guide Using Qwen‑14B on the 360AI Platform

This article explains the concept, motivations, and step‑by‑step workflow for fine‑tuning large language models—specifically Qwen‑14B—covering data preparation, training commands with DeepSpeed, hyper‑parameter settings, evaluation, and deployment via FastChat, all illustrated with code snippets and configuration details.

AIDeepSpeedFastChat
0 likes · 10 min read
Fine‑Tuning Large Language Models: A Practical Guide Using Qwen‑14B on the 360AI Platform
NewBeeNLP
NewBeeNLP
Apr 15, 2024 · Artificial Intelligence

Unlocking LLM‑Based Agents: Architecture, Challenges, and Future Directions

This article systematically outlines the architecture of large‑language‑model (LLM) agents, examines their key technical challenges such as role‑playing, memory design, reasoning and multi‑agent collaboration, and explores emerging research directions and practical case studies.

AIFuture DirectionsLLM agents
0 likes · 11 min read
Unlocking LLM‑Based Agents: Architecture, Challenges, and Future Directions
21CTO
21CTO
Apr 14, 2024 · Frontend Development

Latest AI Agents, Syntax Highlighting, IDE Services, Android 15 Beta, Astro 4.6, and GParted Live: What’s New in Tech

This roundup covers Codium AI's new coding agent, Nue's lightweight Glow syntax highlighter, JetBrains' enterprise IDE services, the first Android 15 beta with edge‑to‑edge defaults, Astro 4.6's i18n routing improvements, and the GParted Live 1.6.0‑3 stable release, highlighting key features and updates across development tools and platforms.

AIIDE ServicesMobile Development
0 likes · 7 min read
Latest AI Agents, Syntax Highlighting, IDE Services, Android 15 Beta, Astro 4.6, and GParted Live: What’s New in Tech
21CTO
21CTO
Apr 14, 2024 · Cloud Computing

Is Cloud Computing Really Delivering Business Value? A Critical ROI Review

A recent McKinsey survey reveals that while cloud computing offers clear benefits to IT departments, its overall impact on enterprise agility, cost savings, and revenue growth remains limited, prompting a reassessment of cloud ROI and the role of AI in future deployments.

AIMcKinsey studyROI
0 likes · 8 min read
Is Cloud Computing Really Delivering Business Value? A Critical ROI Review
DataFunTalk
DataFunTalk
Apr 13, 2024 · Artificial Intelligence

Integrating Generative AI with Business Intelligence: Design, Implementation, and Lessons from Baidu's ChatBI Platform

The article explores how generative AI transforms business intelligence by detailing BI's evolution, the ChatBI platform's architecture, NL2SQL challenges, performance and accuracy optimizations, and real‑world deployment outcomes that demonstrate reduced user barriers and enhanced analytical efficiency.

AIBusiness IntelligenceChatBI
0 likes · 13 min read
Integrating Generative AI with Business Intelligence: Design, Implementation, and Lessons from Baidu's ChatBI Platform
21CTO
21CTO
Apr 12, 2024 · Artificial Intelligence

Will AI Render Learning New Programming Languages Obsolete?

The article examines how generative AI, low‑code tools, and prompt engineering are reshaping software development, questioning whether developers still need to master new programming languages while highlighting the continued importance of coding fundamentals and human oversight.

AISoftware Developmentlow-code
0 likes · 7 min read
Will AI Render Learning New Programming Languages Obsolete?
DataFunSummit
DataFunSummit
Apr 12, 2024 · Artificial Intelligence

Exploring the Application of AI Large Models in the Automotive Industry

This article provides a comprehensive overview of AI large‑model development, defines what constitutes a large model, discusses current challenges such as cost, privacy and safety, and examines how these models can improve efficiency across automotive marketing, sales, service, data management, infrastructure building, and future automation stages.

AIData Managementautomotive
0 likes · 13 min read
Exploring the Application of AI Large Models in the Automotive Industry
JD Retail Technology
JD Retail Technology
Apr 11, 2024 · Backend Development

From Student to Influential Backend Engineer: My Journey with AI, Large‑Model Systems, and Technical Growth at JD

This article recounts how a JD 2023 campus recruit transformed from a confused student into a technically influential backend engineer by self‑learning, building a large‑model‑driven AI system, contributing to open‑source, winning awards, and reflecting on the challenges and opportunities of modern software development.

AIcareerlarge-models
0 likes · 13 min read
From Student to Influential Backend Engineer: My Journey with AI, Large‑Model Systems, and Technical Growth at JD
21CTO
21CTO
Apr 11, 2024 · Artificial Intelligence

Google Unveils CodeGemma: New AI Models for Code Generation & Reasoning

Google has introduced the CodeGemma series, expanding its Gemma AI models with new variants optimized for code generation and reasoning, featuring 2B‑7B parameter models trained on 500 billion tokens, delivering full‑code block generation, strong benchmark results, and availability on Kaggle, Hugging Face, and Vertex AI.

AIGoogleSoftware Development
0 likes · 4 min read
Google Unveils CodeGemma: New AI Models for Code Generation & Reasoning
21CTO
21CTO
Apr 11, 2024 · Frontend Development

Discover the Fastest‑Growing JavaScript/TypeScript Repos of 2023

This article highlights the five most rapidly rising JavaScript/TypeScript open‑source projects on GitHub in 2023—LangChain, Wasp, Resend, Nebuly, and Formbricks—explaining their purpose, key features, and why developers are flocking to them today.

AIGitHubJavaScript
0 likes · 7 min read
Discover the Fastest‑Growing JavaScript/TypeScript Repos of 2023
MoonWebTeam
MoonWebTeam
Apr 11, 2024 · Frontend Development

What’s Hot in Front‑End & AI: Vue 2024 Insights, Sora, Oxlint & More

This monthly digest reviews the Vue 2024 conference highlights, explores the breakthrough AIGC model Sora, examines emerging AI programmers and large‑context assistants like Kimi, and evaluates new front‑end tools such as Oxlint and TypeScript’s using keyword, offering practical takeaways for developers.

AIOxlintSora
0 likes · 17 min read
What’s Hot in Front‑End & AI: Vue 2024 Insights, Sora, Oxlint & More
Alimama Tech
Alimama Tech
Apr 10, 2024 · Artificial Intelligence

SizeCube: AI‑Driven Arbitrary‑Size Image and Video Outpainting for Advertising

SizeCube leverages Stable Diffusion‑based diffusion models and a sophisticated pipeline—including quality filtering, feature mining, latent‑space UNet denoising, super‑resolution, and temporal 3D‑U‑Net video processing—to automatically outpaint images and videos to any size, boosting Alibaba advertisers’ creative flexibility, click‑through rates, and asset adaptability across diverse ad placements.

AIAdvertisingImage Outpainting
0 likes · 14 min read
SizeCube: AI‑Driven Arbitrary‑Size Image and Video Outpainting for Advertising
JD Retail Technology
JD Retail Technology
Apr 10, 2024 · Artificial Intelligence

AI-Generated E-commerce Advertising Images: Relationship-Aware Diffusion Models for Layout, Background, and Poster Generation

This article analyzes the challenges of manual e‑commerce ad image creation and presents JD's innovative AI solutions—including a relationship‑aware diffusion model for poster layout, a category‑common and personalized background generator, and an end‑to‑end planning‑and‑rendering framework—that achieve high‑quality automatic ad creative generation and boost advertising revenue.

AIImage Generationdiffusion model
0 likes · 21 min read
AI-Generated E-commerce Advertising Images: Relationship-Aware Diffusion Models for Layout, Background, and Poster Generation
Python Programming Learning Circle
Python Programming Learning Circle
Apr 10, 2024 · Artificial Intelligence

Top 10 Machine Learning Algorithms Explained

This article introduces the No‑Free‑Lunch principle in machine learning and provides concise explanations of ten fundamental algorithms—including linear and logistic regression, LDA, decision trees, Naïve Bayes, K‑Nearest Neighbors, LVQ, SVM, bagging with random forests, and boosting with AdaBoost—guiding beginners on how to choose the right model.

AIRandom Forestlinear regression
0 likes · 14 min read
Top 10 Machine Learning Algorithms Explained
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Apr 10, 2024 · Artificial Intelligence

Early‑Stopping Self‑Consistency (ESC): Reducing Sampling Cost for Large Language Model Reasoning

Early‑Stopping Self‑Consistency (ESC) dynamically halts sampling once a sliding‑window answer distribution reaches zero entropy, cutting the number of required LLM reasoning samples by 34‑84 % across arithmetic, commonsense, and symbolic benchmarks while preserving accuracy and offering a theoretically‑bounded, robust, budget‑adaptive alternative to traditional Self‑Consistency.

AIChain-of-ThoughtEarly Stopping
0 likes · 14 min read
Early‑Stopping Self‑Consistency (ESC): Reducing Sampling Cost for Large Language Model Reasoning
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 8, 2024 · Artificial Intelligence

PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers

The article introduces PreFLMR, an open‑source, general‑purpose pre‑trained multimodal retriever that leverages fine‑grained late‑interaction to boost retrieval‑augmented generation for knowledge‑intensive visual tasks, describes its M2KR benchmark, training stages, and strong experimental results across multiple tasks.

AIFLMRKnowledge Retrieval
0 likes · 11 min read
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers
DevOps
DevOps
Apr 7, 2024 · Artificial Intelligence

AI‑Assisted Coding: Private Model Training and Enterprise Practices

This article examines the rise of generative AI for software development, recounts a Seattle visit to Microsoft executives to explore whether enterprises need to privately train code models, analyzes six essential conditions for private training, and outlines practical ways to improve GitHub Copilot accuracy for large organizations.

AIGitHub CopilotPrivate Model Training
0 likes · 22 min read
AI‑Assisted Coding: Private Model Training and Enterprise Practices
Architects' Tech Alliance
Architects' Tech Alliance
Apr 7, 2024 · Industry Insights

How Huawei’s Ascend Chips Capture 79% of China’s AI Compute Market

The article analyzes China’s AI compute landscape, highlighting Huawei’s Ascend series dominating 79% of domestic smart‑compute centers, detailing the hardware and software stack, showcasing competing products from HaiGuang, Cambricon and Jinghua, and explaining the capabilities of large‑model platforms such as Huawei Cloud Pangu 3.0.

AIAscendChina
0 likes · 10 min read
How Huawei’s Ascend Chips Capture 79% of China’s AI Compute Market
DataFunTalk
DataFunTalk
Apr 4, 2024 · Artificial Intelligence

Enhancing Interactive Agents with Large Language Models: The SwiftSage Framework

This article reviews the challenges of textual‑only large language model interaction, introduces benchmark environments such as AFL World and ScienceWorld, compares baseline reinforcement‑learning approaches, and presents SwiftSage—a hybrid system that combines a fast T5‑based small model with a powerful LLM for planning and grounding, demonstrating superior performance, efficiency, and cost‑effectiveness while outlining current limitations and future research directions.

AIReinforcement LearningSwiftSage
0 likes · 22 min read
Enhancing Interactive Agents with Large Language Models: The SwiftSage Framework
AntTech
AntTech
Apr 3, 2024 · Artificial Intelligence

Post‑Mortem of an AI‑Generated Flash‑Sale System Failure at Ant Internal Network

The article analyzes a recent outage of Ant's internal flash‑sale service built with AI‑generated low‑code, explains why the AI‑written business logic was not the cause, details the database capacity bottleneck that triggered a snowball effect, and discusses future automation and operational strategies to prevent similar failures.

AIOperationsdatabase scaling
0 likes · 12 min read
Post‑Mortem of an AI‑Generated Flash‑Sale System Failure at Ant Internal Network
MoonWebTeam
MoonWebTeam
Apr 2, 2024 · Frontend Development

Future Frontend Trends: AI-Powered D2C, Cross-Platform, and Low-Code Strategies

This article surveys the rapid evolution of front‑end technology, covering AI‑assisted design‑to‑code (D2C), cross‑platform frameworks, full‑stack solutions, high‑performance toolchains, low‑code platforms, WebAssembly, webAR, and intelligent monitoring, offering practical takeaways for modern development teams.

AIWebAssemblycross‑platform
0 likes · 28 min read
Future Frontend Trends: AI-Powered D2C, Cross-Platform, and Low-Code Strategies
21CTO
21CTO
Apr 1, 2024 · Artificial Intelligence

Why OpenAI & Microsoft Are Investing $100B in the World's Largest AI Data Center

This article reviews major tech news, including OpenAI and Microsoft's $100 billion AI super‑computer project, an insider‑trading case involving Sun Microsystems co‑founder Andy Bechtolsheim, Cognition AI’s $2 billion valuation, Deno’s JSR support, an offline open‑source AI chatbot, Vercel’s Next.js updates, and Flutter’s debut at a game‑dev conference.

AIGame Developmentfrontend development
0 likes · 11 min read
Why OpenAI & Microsoft Are Investing $100B in the World's Largest AI Data Center
DataFunSummit
DataFunSummit
Apr 1, 2024 · Artificial Intelligence

DataFunCon 2024 Shanghai Conference Program Overview

The DataFunCon 2024 Shanghai conference brings together leading experts from academia and industry to discuss cutting‑edge topics such as large language models, AI‑driven operations, data governance, digital transformation, and emerging applications across automotive, finance, retail, and entertainment sectors.

AIBig DataDigital Transformation
0 likes · 69 min read
DataFunCon 2024 Shanghai Conference Program Overview
21CTO
21CTO
Mar 29, 2024 · Artificial Intelligence

Why Databricks’ Open‑Source DBRX LLM Is Outpacing GPT‑3.5 and Llama 2

Databricks unveiled the open‑source DBRX large language model, which leverages a mixed‑expert architecture to deliver faster, more cost‑effective inference and beats leading open‑source and proprietary models like Llama 2, Mixtral‑8x7B, and GPT‑3.5 on multiple benchmarks.

AIDBRXDatabricks
0 likes · 7 min read
Why Databricks’ Open‑Source DBRX LLM Is Outpacing GPT‑3.5 and Llama 2
DataFunSummit
DataFunSummit
Mar 29, 2024 · Artificial Intelligence

DataFunCon2024 Shanghai: AI, Big Data, Cloud and Industry Innovation Conference

DataFunCon2024 Shanghai brings together leading experts from AI, big data, cloud computing and various industries such as automotive, biotech, retail, finance and entertainment to share cutting‑edge research, practical case studies and future trends through a series of keynote speeches, panels and technical sessions.

AIBig DataDigital Transformation
0 likes · 70 min read
DataFunCon2024 Shanghai: AI, Big Data, Cloud and Industry Innovation Conference
DataFunSummit
DataFunSummit
Mar 29, 2024 · Artificial Intelligence

Large Language Model (LLM) Revolution in Recommendation Systems: Overview, Techniques, and Future Directions

This article reviews how the rapid rise of large language models, exemplified by ChatGPT, is transforming recommendation systems by addressing traditional ID‑centric limitations, introducing prompt‑based and ID‑free representations, discussing recent research advances, practical challenges, and future research directions.

AILLMlarge models
0 likes · 18 min read
Large Language Model (LLM) Revolution in Recommendation Systems: Overview, Techniques, and Future Directions
NewBeeNLP
NewBeeNLP
Mar 29, 2024 · Artificial Intelligence

How TaskMatrix.AI Links Foundation Models with Millions of APIs to Solve Complex Tasks

TaskMatrix.AI, a Microsoft‑designed AI ecosystem, links large foundation models with millions of APIs through a multimodal conversational model, an API platform, selector and executor, enabling tasks from image processing to robot control while highlighting its learning mechanisms, advantages, use cases, and remaining challenges.

AIapi-integrationfoundation-models
0 likes · 11 min read
How TaskMatrix.AI Links Foundation Models with Millions of APIs to Solve Complex Tasks
Architect
Architect
Mar 28, 2024 · Artificial Intelligence

Understanding OpenAI's Sora Video Generation Model: Architecture, Workflow, and Core Technologies

This article explains OpenAI's Sora video generation model, detailing its latent diffusion foundation, video compression network, spacetime patch representation, Diffusion Transformer processing, and decoding pipeline, while also reviewing related Stable Diffusion and Transformer concepts that enable high‑quality text‑to‑video synthesis.

AIDeep LearningLatent Diffusion
0 likes · 17 min read
Understanding OpenAI's Sora Video Generation Model: Architecture, Workflow, and Core Technologies
360 Tech Engineering
360 Tech Engineering
Mar 28, 2024 · Artificial Intelligence

Interview with Yin Yuhui on 360 Intelligent Document Cloud: AI‑Driven Knowledge Management and Security

In this interview, 360 Group’s Vice President of Technology Yin Yuhui discusses how the company’s Intelligent Document Cloud leverages large‑model AI to transform enterprise knowledge management, enhance data security, and deliver innovative SaaS and private‑cloud solutions for businesses of all sizes.

AIDocument CloudEnterprise AI
0 likes · 15 min read
Interview with Yin Yuhui on 360 Intelligent Document Cloud: AI‑Driven Knowledge Management and Security
58UXD
58UXD
Mar 28, 2024 · Artificial Intelligence

How AI Is Revolutionizing Design: Boost Efficiency, Creativity, and User Experience

This article explores how artificial intelligence is transforming the design industry by automating workflows, enhancing color and layout decisions, analyzing user behavior, and offering creative generation tools, while also addressing challenges such as technical barriers, data dependence, and maintaining originality.

AIUser experiencecreative tools
0 likes · 9 min read
How AI Is Revolutionizing Design: Boost Efficiency, Creativity, and User Experience
Baidu Geek Talk
Baidu Geek Talk
Mar 27, 2024 · Industry Insights

How Baidu’s Qianfan Platform Is Accelerating Enterprise AI Adoption

The article reviews Baidu’s Qianfan AI platform, highlighting rapid large‑model advances, enterprise challenges, new AppBuilder features, lightweight model releases, and cost‑effective model routing that together aim to boost AI adoption across industries.

AIEnterprise AIModel Optimization
0 likes · 16 min read
How Baidu’s Qianfan Platform Is Accelerating Enterprise AI Adoption
NewBeeNLP
NewBeeNLP
Mar 27, 2024 · Artificial Intelligence

Deep Dive into Llama 2: Architecture, Pre‑training, SFT, and Safety Insights

This article provides a comprehensive technical overview of Meta's Llama 2 series, covering its architectural upgrades such as Group Query Attention, the pre‑training dataset and hyper‑parameters, loss behavior, benchmark comparisons, and the supervised fine‑tuning pipeline with safety considerations.

AILlama-2Model architecture
0 likes · 11 min read
Deep Dive into Llama 2: Architecture, Pre‑training, SFT, and Safety Insights
DevOps
DevOps
Mar 26, 2024 · Artificial Intelligence

OpenAI’s Sora: A One‑Minute Text‑to‑Video Diffusion Transformer Model

OpenAI’s newly released Sora model demonstrates one‑minute text‑to‑video generation using a diffusion‑based transformer architecture that operates on spatiotemporal patches, compresses visual data into latent codes, and builds on a wide range of prior video generation research, while the article also advertises a DevOps certification program.

AIOpenAISora
0 likes · 8 min read
OpenAI’s Sora: A One‑Minute Text‑to‑Video Diffusion Transformer Model
21CTO
21CTO
Mar 26, 2024 · Artificial Intelligence

How GitHub’s New AI Auto‑Fixes Vulnerabilities in Real Time

GitHub and Entry have introduced an AI‑powered Code Scanning Autofix that automatically detects, prioritizes, and repairs security flaws in JavaScript, TypeScript, Java, and Python code, dramatically speeding up vulnerability remediation for private repositories.

AICode ScanningCodeQL
0 likes · 7 min read
How GitHub’s New AI Auto‑Fixes Vulnerabilities in Real Time
Tencent Tech
Tencent Tech
Mar 26, 2024 · Artificial Intelligence

How Tencent Angel’s AI Platform Won the 2023 CIE Science & Tech Award

Tencent’s Angel machine‑learning platform, recognized with the 2023 China Institute of Electronics Science & Technology Award, showcases breakthrough distributed training, high‑efficiency caching, adaptive sampling, multimodal fusion, and graph‑model search technologies that dramatically improve large‑scale AI model performance and cost.

AIDistributed TrainingTencent
0 likes · 8 min read
How Tencent Angel’s AI Platform Won the 2023 CIE Science & Tech Award
DaTaobao Tech
DaTaobao Tech
Mar 25, 2024 · Artificial Intelligence

Survey of AIGC Video Generation Algorithms

Since 2023, AI‑generated video research has expanded across six algorithmic categories—text‑to‑video, image‑to‑video, editing, style transfer, human motion, and long‑video generation—highlighting works such as CogVideo, Imagen Video, MagicVideo, ControlVideo, DCTNet, NUWA‑XL and OpenAI’s Sora, while analysis shows short‑clip diffusion models excel, editing remains costly, style transfer is efficient, and truly long, temporally consistent videos remain an open challenge.

AIAIGCDiffusion Models
0 likes · 13 min read
Survey of AIGC Video Generation Algorithms
DataFunTalk
DataFunTalk
Mar 25, 2024 · Artificial Intelligence

Advances in Educational Large Language Models for Youth Programming and Personalized Learning

The presentation by Dr. Su Yu outlines challenges in youth programming education, introduces three technical breakthroughs for educational large language models—dual-data training, knowledge‑graph‑driven learning, and reinforcement‑based recommendation—and showcases product implementations such as the Frog programming platform, AI learning machine, and digital AI recorded‑course system.

AIPersonalized Learningeducation
0 likes · 19 min read
Advances in Educational Large Language Models for Youth Programming and Personalized Learning
Baobao Algorithm Notes
Baobao Algorithm Notes
Mar 22, 2024 · Artificial Intelligence

Unveiling Sora: How OpenAI Might Build Its Groundbreaking Text‑to‑Video Model

This article provides a detailed, step‑by‑step technical analysis of OpenAI's Sora text‑to‑video system, exploring its overall architecture, visual encoder‑decoder choices, Spacetime Latent Patch design, transformer‑based diffusion model, training strategies, and long‑time consistency mechanisms while referencing relevant research papers and open‑source techniques.

AISoradiffusion
0 likes · 50 min read
Unveiling Sora: How OpenAI Might Build Its Groundbreaking Text‑to‑Video Model
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Mar 22, 2024 · Artificial Intelligence

Improving Document Search with Vector Search: From Elasticsearch Limitations to Milvus Integration

This article explains how traditional keyword search with Elasticsearch often yields inaccurate or incomplete results for document retrieval, introduces vectorization and semantic search using NLP embeddings, and demonstrates a practical workflow that combines these techniques with the Milvus vector database to achieve more accurate and efficient document search.

AIElasticsearchMilvus
0 likes · 13 min read
Improving Document Search with Vector Search: From Elasticsearch Limitations to Milvus Integration
Meituan Technology Team
Meituan Technology Team
Mar 21, 2024 · Artificial Intelligence

Algorithmic Practices for Meituan's Content Intelligent Distribution

This article outlines Meituan’s end‑to‑end content‑intelligent distribution pipeline, detailing challenges of massive multimodal search, supply labeling, semantic and personalized recall, multi‑objective ranking with distillation and MMoE/PPNet, heterogeneous mixing, and future plans for automated detection and large‑language‑model integration.

AIcontent searchranking
0 likes · 17 min read
Algorithmic Practices for Meituan's Content Intelligent Distribution
Tencent Tech
Tencent Tech
Mar 21, 2024 · Artificial Intelligence

How Dual-Arm Humanoid Robots Collaborate Seamlessly: Tencent’s New Framework

Tencent’s Robotics X lab unveils a versatile dual‑arm humanoid framework that integrates vision‑based optimal grasping, safety‑ensured collaborative planning, and skill‑transfer interfaces, enabling tasks such as synchronized screw turning, pouring, interference suppression, and large‑object handovers, as detailed in a recent IEEE Transactions on Robotics paper.

AIcollaborative controldual-arm manipulation
0 likes · 6 min read
How Dual-Arm Humanoid Robots Collaborate Seamlessly: Tencent’s New Framework
HelloTech
HelloTech
Mar 21, 2024 · Big Data

Streaming Prediction System Construction and Real‑time Feature Templatization

The article describes how a Flink‑based streaming prediction platform was built to flatten peak request loads, reduce latency and memory use, and improve stability by deduplicating SDK calls, incrementally loading Hive features, partitioned caching, and comprehensive monitoring, while a templating system automates feature definition, SQL generation and stress testing, enabling real‑time supply‑demand forecasting that outperforms offline methods.

AIFlinkKafka
0 likes · 8 min read
Streaming Prediction System Construction and Real‑time Feature Templatization
Ele.me Technology
Ele.me Technology
Mar 21, 2024 · Artificial Intelligence

How FIN Boosts CTR in Online Food Ordering: A Spatial‑Temporal Modeling Breakthrough

The paper introduces FIN (Fragment and Integrate Network), a novel spatial‑temporal model that extracts multiple sub‑sequences from ultra‑long user behavior logs, applies simplified and multi‑head attention, and fuses them with physically meaningful set operations, achieving up to 5.7% CTR lift and 7.3% RPM improvement in real‑world food‑delivery advertising.

AICTR predictionLong Sequence Modeling
0 likes · 23 min read
How FIN Boosts CTR in Online Food Ordering: A Spatial‑Temporal Modeling Breakthrough
Architects' Tech Alliance
Architects' Tech Alliance
Mar 20, 2024 · Industry Insights

What Nvidia’s B100 and GB200 Reveal About the Future of AI GPUs

The GTC 2024 recap highlights Nvidia’s upcoming B100 and GB200 GPUs, their BlackWell architecture, performance breakthroughs, embodied‑intelligence initiatives, and the expanding AI application ecosystem across industries, offering a clear view of the next wave in accelerated computing.

AIB100Embodied Intelligence
0 likes · 7 min read
What Nvidia’s B100 and GB200 Reveal About the Future of AI GPUs
Sohu Tech Products
Sohu Tech Products
Mar 20, 2024 · Artificial Intelligence

Comparison of Base LLM and Instruction Tuned LLM

The diagram contrasts a Base LLM, which merely predicts the next word from training data and can continue stories or answer simple facts but may generate unsafe text, with an Instruction‑Tuned LLM that is fine‑tuned via RLHF to understand and follow commands, delivering more accurate, useful, and safe responses.

AIAI applicationsBASE model
0 likes · 7 min read
Comparison of Base LLM and Instruction Tuned LLM
21CTO
21CTO
Mar 20, 2024 · Artificial Intelligence

Nvidia Unveils Blackwell GPU: A Quantum Leap for Generative AI

Nvidia introduced the Blackwell GPU architecture at GTC, highlighting six breakthrough technologies, a 4nm process, massive performance gains, and its integration into DGX SuperPOD systems that promise to accelerate generative AI, data processing, and high‑performance computing across industries.

AIBlackwellGPU
0 likes · 14 min read
Nvidia Unveils Blackwell GPU: A Quantum Leap for Generative AI
TAL Education Technology
TAL Education Technology
Mar 20, 2024 · Artificial Intelligence

Understanding AI: From Brain Differences to Data Science Practices and Large Model Applications

This article explains why current AI cannot achieve self‑awareness, outlines data‑science steps for large models—including preprocessing, exploratory analysis, modeling, and evaluation—then surveys general and vertical applications of large language models and details a complete machine‑learning workflow with transformer fine‑tuning techniques.

AIApplicationsData Science
0 likes · 14 min read
Understanding AI: From Brain Differences to Data Science Practices and Large Model Applications
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Mar 20, 2024 · Artificial Intelligence

Elon Musk’s xAI Open‑Sources Grok‑1: A 314‑Billion‑Parameter MoE Large Language Model

Elon Musk’s xAI has open‑sourced Grok‑1, a 314‑billion‑parameter mixture‑of‑experts language model built with Rust and JAX, released under an Apache‑2.0 license, and the announcement includes detailed architecture specs, hardware requirements, and the broader context of Musk’s rivalry with OpenAI.

AIGrok-1Mixture of Experts
0 likes · 6 min read
Elon Musk’s xAI Open‑Sources Grok‑1: A 314‑Billion‑Parameter MoE Large Language Model
21CTO
21CTO
Mar 18, 2024 · Artificial Intelligence

Inside Grok-1: Elon Musk’s Open‑Source 314B LLM Architecture Revealed

Elon Musk’s AI startup xAI has open‑sourced its 314‑billion‑parameter Grok‑1 model, detailing its Rust‑based, JAX‑powered architecture, extensive parameter count, training data limits, licensing terms, hardware requirements, and community reactions, offering developers unprecedented access to a competitive large‑language‑model framework.

AIGrok-1JAX
0 likes · 9 min read
Inside Grok-1: Elon Musk’s Open‑Source 314B LLM Architecture Revealed
DeWu Technology
DeWu Technology
Mar 18, 2024 · Frontend Development

QCon Shanghai 2023: LLM-Powered Frontend Debugging, WebNN, AI-Native Development, and HarmonyOS Insights

QCon Shanghai 2023 highlighted LLM‑driven frontend debugging, the emerging WebNN API for accelerated browser inference, AI‑native UI patterns with evaluation‑driven development, LLM‑enhanced developer bots using RAG and fine‑tuning, and a HarmonyOS round‑table exploring ArkUI’s declarative framework and opportunities for frontend engineers.

AIHarmonyOSLLM
0 likes · 18 min read
QCon Shanghai 2023: LLM-Powered Frontend Debugging, WebNN, AI-Native Development, and HarmonyOS Insights
21CTO
21CTO
Mar 17, 2024 · Artificial Intelligence

How Personal AI Agents Will Revolutionize Computing and Society

Bill Gates predicts that personal AI agents will transform how we interact with computers, reshaping software, healthcare, education, productivity, and privacy, while raising technical and ethical challenges that could trigger a profound wave of change across technology and everyday life.

AIpersonal agentsprivacy
0 likes · 17 min read
How Personal AI Agents Will Revolutionize Computing and Society
Ops Development & AI Practice
Ops Development & AI Practice
Mar 17, 2024 · Artificial Intelligence

How LangChain Is Transforming Code Generation and Software Development

LangChain, an open‑source framework that combines large‑language‑model capabilities with code understanding, enables automatic code generation, intelligent code analysis, documentation creation, and interactive programming tutoring, offering software engineers a powerful tool to accelerate development, improve quality, and stay ahead of emerging AI‑driven programming trends.

AILangChaincode-generation
0 likes · 4 min read
How LangChain Is Transforming Code Generation and Software Development