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5000 articles · Page 31 of 50

Mar 27, 2025 · Artificial Intelligence

MagicColor: First Multi‑Instance AI Sketch‑Coloring System for Professional‑Grade Comics

MagicColor introduces a novel multi‑instance sketch‑coloring framework that uses a two‑stage self‑play training strategy, instance guidance, and edge‑aware pixel‑level color matching to automatically produce high‑quality, consistent colors for multiple line‑art instances, outperforming prior GAN and diffusion‑based methods.

AIDiffusion ModelsSketch Colorization

0 likes · 16 min read

MagicColor: First Multi‑Instance AI Sketch‑Coloring System for Professional‑Grade Comics

ByteDance Cloud Native

Mar 27, 2025 · Operations

Taming High Cardinality in AI & Autonomous Driving with Prometheus

This article shares practical experience from Volcengine's managed Prometheus service and its deep integration with large‑model and autonomous‑driving platforms, explaining what high cardinality is, its impact on monitoring systems, root causes, and a range of design, collection, and analysis techniques to mitigate it.

AIPrometheusautonomous driving

0 likes · 12 min read

Taming High Cardinality in AI & Autonomous Driving with Prometheus

Qborfy AI

Mar 27, 2025 · Artificial Intelligence

How to Deploy DeepSeek‑R1 Locally with Ollama and Dify: A Step‑by‑Step Guide

This article walks through the entire process of deploying the DeepSeek‑R1 large language model on a personal machine, covering hardware requirements, Ollama installation, model download, service startup, remote access configuration, and visual UI integration with Dify, complete with concrete commands and screenshots.

AIDeepSeekDocker

0 likes · 9 min read

How to Deploy DeepSeek‑R1 Locally with Ollama and Dify: A Step‑by‑Step Guide

AntTech

Mar 27, 2025 · Artificial Intelligence

LMM‑R1: A Two‑Stage Reinforcement Learning Framework for Enhancing Multimodal Model Reasoning

Researchers from Ant Group, Southeast University and others introduced the open‑source LMM‑R1 framework, a two‑stage reinforcement‑learning approach that first strengthens textual reasoning and then generalizes it to multimodal tasks, achieving significant performance gains on benchmarks such as football, Sokoban, and geometry reasoning with modest GPU costs.

0 likes · 8 min read

LMM‑R1: A Two‑Stage Reinforcement Learning Framework for Enhancing Multimodal Model Reasoning

macrozheng

Mar 27, 2025 · Fundamentals

Why Warp Is the Next‑Gen Terminal for Developers – Features, Installation, and AI Power

This article introduces Warp, a Rust‑based modern terminal with built‑in AI, outlines its fast GPU‑accelerated performance, multi‑shell support, theme options, installation steps for macOS, Windows, and Linux, and demonstrates its advanced command‑completion and AI features through practical examples.

AIDeveloper ToolsDocker

0 likes · 7 min read

Why Warp Is the Next‑Gen Terminal for Developers – Features, Installation, and AI Power

Architecture Digest

Mar 26, 2025 · Artificial Intelligence

Getting Started with LangChain in Java: Building Large Language Model Applications

This tutorial introduces the fundamentals of LangChain, explains large language models, prompt engineering, word embeddings, and demonstrates how to use the Java implementation LangChain4j with Maven dependencies, model I/O, memory, retrieval, chains, and agents to build sophisticated LLM‑driven applications.

AIJavaLLM

0 likes · 18 min read

Getting Started with LangChain in Java: Building Large Language Model Applications

Architect's Alchemy Furnace

Mar 26, 2025 · Artificial Intelligence

Mastering AI Knowledge Bases with Dify: From Creation to Advanced Retrieval

This guide explains how Dify visualizes RAG pipelines, lets developers upload and structure documents, choose segmentation modes, configure indexing and retrieval settings, and leverage embeddings and vector search to build fast, accurate, and up‑to‑date AI knowledge bases.

AIDifyEmbedding

0 likes · 26 min read

Mastering AI Knowledge Bases with Dify: From Creation to Advanced Retrieval

37 Interactive Technology Team

Mar 26, 2025 · Artificial Intelligence

LUI vs GUI: Choosing the Right Interface for AI Product Design

When designing AI products, choosing between a Language User Interface—leveraging speech recognition, NLP, and conversational flexibility—and a Graphical User Interface—relying on visual icons, layouts, and intuitive interaction—depends on technology maturity, response speed, and user learning cost, while emerging multimodal designs increasingly blend both for richer, context‑aware experiences.

AIDesignGUI

0 likes · 11 min read

LUI vs GUI: Choosing the Right Interface for AI Product Design

Java Architecture Diary

Mar 26, 2025 · Artificial Intelligence

How DeepSeek V3-0324 Boosts Java AI Apps with Function Calling

The article introduces DeepSeek's new V3-0324 model, highlights its performance gains and new features like function calling and standardized JSON output, demonstrates Chinese and frontend coding tests, provides Java code examples for AI integration, and concludes with a summary of its business impact.

AIChat2BIDeepSeek

0 likes · 6 min read

How DeepSeek V3-0324 Boosts Java AI Apps with Function Calling

AI Frontier Lectures

Mar 25, 2025 · Artificial Intelligence

Can Mixed‑Modality Graphs Unlock Precise 3D Indoor Scene Generation?

MMGDreamer introduces a mixed‑modality graph and a dual‑branch diffusion model that jointly enhance geometric control and realism in 3D indoor scene synthesis, outperforming state‑of‑the‑art methods across multiple quantitative and qualitative benchmarks.

3D scene generationAIcomputer vision

0 likes · 12 min read

Can Mixed‑Modality Graphs Unlock Precise 3D Indoor Scene Generation?

21CTO

Mar 25, 2025 · Artificial Intelligence

Which LLM Is Best for Coding? Speed, Hallucination, and Context Compared

This article breaks down major large language models, defining key comparison metrics such as speed, hallucination rate, and context window, then evaluates each model with benchmarks like HumanEval+, ChatBot Arena, and Aider to help you choose the most suitable LLM for your coding tasks.

AILLMbenchmark

0 likes · 10 min read

Which LLM Is Best for Coding? Speed, Hallucination, and Context Compared

Java Architect Essentials

Mar 25, 2025 · Artificial Intelligence

DeepSeek4j 1.4: A Java Framework for Seamless DeepSeek AI Integration with Full Chain‑of‑Thought and Streaming Support

The article introduces DeepSeek4j 1.4, a Java‑centric framework that overcomes Spring AI’s limitations by preserving DeepSeek’s chain‑of‑thought, supporting streaming output, and offering a simple Spring Boot starter with reactive, configurable, and ready‑to‑use APIs for AI developers.

AIDeepSeekJava

0 likes · 5 min read

DeepSeek4j 1.4: A Java Framework for Seamless DeepSeek AI Integration with Full Chain‑of‑Thought and Streaming Support

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

Alibaba Cloud Developer

Mar 25, 2025 · Artificial Intelligence

Boost Your AI Search Skills: Advanced Prompt & Query Tricks

This guide explains how to leverage AI tools with deep web‑search capabilities, covering site‑specific queries, wildcard operators, date ranges, Boolean logic, and effective prompt engineering techniques—including Socratic questioning and CRISPE framework—to improve information retrieval accuracy and efficiency across various domains.

AIInformation RetrievalSearch Operators

0 likes · 8 min read

Boost Your AI Search Skills: Advanced Prompt & Query Tricks

Architecture & Thinking

Mar 25, 2025 · Fundamentals

Boost Diagram Creation with DeepSeek: Generate Mermaid Flowcharts, Sequence & Class Diagrams

This guide shows how programmers can leverage the DeepSeek large language model to automatically generate Mermaid code for flowcharts, sequence diagrams, class diagrams, and other visualizations, dramatically reducing manual diagramming effort and improving documentation efficiency.

AIDeepSeekMermaid

0 likes · 10 min read

Boost Diagram Creation with DeepSeek: Generate Mermaid Flowcharts, Sequence & Class Diagrams

KooFE Frontend Team

Mar 24, 2025 · Artificial Intelligence

Boost Workflow Efficiency: How Camunda’s AI Powers Form & Process Creation

This article explains how Camunda leverages AI to accelerate form building and process modeling, offering text‑to‑form generation, automatic variable creation, AI‑driven suggestions, and the Copilot assistant that can generate or analyze BPMN diagrams from natural language prompts.

AICamundaform generation

0 likes · 6 min read

Boost Workflow Efficiency: How Camunda’s AI Powers Form & Process Creation

JavaEdge

Mar 24, 2025 · Artificial Intelligence

Why Large Language Models Still Struggle with Complex Reasoning – Challenges and Solutions

This article examines the fundamental reasoning limitations of large language models, illustrates real‑world failure cases, and outlines current research directions such as better datasets, chain‑of‑thought prompting, external verification, and specialized solvers to improve their logical capabilities.

AIChain-of-ThoughtLLM

0 likes · 8 min read

Why Large Language Models Still Struggle with Complex Reasoning – Challenges and Solutions

Alibaba Cloud Observability

Mar 24, 2025 · Information Security

DeepSeek ClickHouse Leak: AI Data Risks & Cloud Native Log Service Safeguards

An exposed ClickHouse database at DeepSeek revealed over a million sensitive logs—including chats, API keys, and backend details—highlighting AI data security gaps, while Alibaba Cloud’s Log Service (SLS) offers comprehensive protection through access control, data masking, fine-grained query limits, and real‑time monitoring.

AIlog serviceobservability

0 likes · 11 min read

DeepSeek ClickHouse Leak: AI Data Risks & Cloud Native Log Service Safeguards

Alibaba Cloud Developer

Mar 24, 2025 · Artificial Intelligence

Boost LLM Evaluation with Semantic Enrichment and Vector Search

This article explains how semantic enrichment, vector and hybrid search, and clustering techniques can be applied to large language model logs to evaluate inputs and outputs, improve compliance auditing, and enhance model iteration across various business scenarios.

AILLMVector Search

0 likes · 12 min read

Boost LLM Evaluation with Semantic Enrichment and Vector Search

58UXD

Mar 24, 2025 · Fundamentals

How Design‑Driven Strategies Boost Your Impact in the AI Era

This article explores how designers can shift from passive execution to proactive, design‑driven initiatives—leveraging AI, aligning with business goals, starting with small wins, building ally networks, and overcoming resource and verification challenges—to increase their professional value and influence within product teams.

AIDesigncareer development

0 likes · 8 min read

How Design‑Driven Strategies Boost Your Impact in the AI Era

JD Cloud Developers

Mar 24, 2025 · Artificial Intelligence

How Multi-Agent Reinforcement Learning Boosts Ad Computation Allocation

This article presents MaRCA, a multi‑agent reinforcement‑learning framework that allocates computation resources across the full ad‑serving chain, modeling user value, compute cost, and action rewards to maximize ad revenue while keeping system load stable under fluctuating traffic.

AIad optimizationcomputation allocation

0 likes · 16 min read

How Multi-Agent Reinforcement Learning Boosts Ad Computation Allocation

Java Architecture Diary

Mar 24, 2025 · Backend Development

Build a Java MCP Server with Spring AI in Minutes

This tutorial shows how to use Spring AI MCP to create a Java MCP server, covering environment setup, business logic implementation, service registration, and client configuration, enabling seamless AI service integration with minimal effort.

AIMCPSpring

0 likes · 6 min read

Build a Java MCP Server with Spring AI in Minutes

Model Perspective

Mar 24, 2025 · Artificial Intelligence

Can AI Play Devil’s Advocate to Sharpen Decision‑Making?

The article explores how assigning AI the role of a contrarian can expose hidden risks, challenge assumptions, and improve strategic decisions across education, business, and personal contexts, illustrating the approach with a simulated debate on launching a math‑modeling training venture.

AIDevil's Advocatebusiness strategy

0 likes · 9 min read

Can AI Play Devil’s Advocate to Sharpen Decision‑Making?

Alibaba Cloud Developer

Mar 24, 2025 · Artificial Intelligence

Why LLM Internet Search Fails and How to Fix It: A Deep Dive into Qwen, Doubao, and DeepSeek

This article analyses the shortcomings of large‑model internet search—such as unverifiable sources, fabricated content, and poor instruction compliance—by comparing Qwen‑max, Doubao‑1.5‑pro‑256k, and DeepSeek‑v3, and proposes prompt engineering, post‑processing, and custom tool improvements to boost reliability.

AILLMevaluation

0 likes · 22 min read

Why LLM Internet Search Fails and How to Fix It: A Deep Dive into Qwen, Doubao, and DeepSeek

Continuous Delivery 2.0

Mar 24, 2025 · Artificial Intelligence

Traditional vs AI: Can R&D Efficiency Increase Tenfold?

The live session examines how AI tools impact software development productivity, detailing personal, team, and organizational effects, practical use cases, limitations, industry implications, and a comparison between domestic and foreign AI solutions, concluding that AI boosts individual output but offers limited gains at scale.

AIR&D efficiencycode generation

0 likes · 7 min read

Traditional vs AI: Can R&D Efficiency Increase Tenfold?

Xiaokun's Architecture Exploration Notes

Mar 24, 2025 · Artificial Intelligence

How to Model Architecture for a High‑Performance Recommendation System

This article walks through business, conceptual, logical, and physical modeling steps to design a recommendation system architecture, detailing value propositions, workflow decomposition, component breakdown, and technology choices to meet reliability, low‑latency, and scalability requirements.

AIArchitecture Modelingbusiness modeling

0 likes · 10 min read

How to Model Architecture for a High‑Performance Recommendation System

Fighter's World

Mar 23, 2025 · Industry Insights

What a 1999 Book Got Right About AI, Crypto, and the Rise of the Sovereign Individual

A reflective analysis shows how the 1999 predictions in *The Sovereign Individual* about AI, decentralized finance and the diminishing relevance of geography closely match today’s rapid advances in large‑language models, cryptocurrency adoption, and the empowerment of individuals over traditional institutions.

AISovereign Individualcryptocurrency

0 likes · 10 min read

What a 1999 Book Got Right About AI, Crypto, and the Rise of the Sovereign Individual

Ubuntu

Mar 23, 2025 · Industry Insights

Why UnionTech UOS Is Leading China’s Domestic Linux Desktop OS Market

UnionTech UOS has become the dominant Chinese Linux desktop OS, with over 6 million installations, broad hardware support across x86, ARM and RISC‑V, a growing software ecosystem, and AI‑enhanced features, yet it still faces challenges such as ecosystem completeness, user migration, innovation pressure, and policy‑driven market balance.

AIChinaDesktop

0 likes · 8 min read

Why UnionTech UOS Is Leading China’s Domestic Linux Desktop OS Market

Software Engineering 3.0 Era

Mar 23, 2025 · Artificial Intelligence

How a 15‑Person Team Leveraged AI to Earn Tens of Millions Monthly and Let Anyone Build Apps

A 15‑person startup turned an open‑source AI coding tool into Lovable, generating tens of millions in monthly revenue by enabling non‑programmers to create functional apps in minutes, while also boosting developer productivity twentyfold through a self‑healing, community‑driven platform.

AIGPT EngineerNo-code

0 likes · 11 min read

How a 15‑Person Team Leveraged AI to Earn Tens of Millions Monthly and Let Anyone Build Apps

Cognitive Technology Team

Mar 22, 2025 · Artificial Intelligence

Principle-Based Thinking in the AI Era: A 15‑Minute Guide

The article explains principle‑based thinking as a deep cognitive approach grounded in fundamental laws, outlines its core practices, and shows how to apply it for transparent, collaborative, and risk‑aware AI usage while offering actionable steps for individuals and organizations.

AIcognitive strategyhuman-AI collaboration

0 likes · 5 min read

Principle-Based Thinking in the AI Era: A 15‑Minute Guide

AsiaInfo Technology: New Tech Exploration

Mar 21, 2025 · Industry Insights

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations

This article analyzes how DeepSeek’s multimodal large model overcomes traditional digital‑twin simulation bottlenecks through dynamic modeling, generative data augmentation, and low‑cost open‑source architecture, enabling smarter city traffic, industrial design, and water‑resource management while reshaping the industry’s AI‑driven simulation landscape.

AIDeepSeekdigital twin

0 likes · 22 min read

How DeepSeek’s Large Model is Revolutionizing Digital Twin Simulations

ByteDance Web Infra

Mar 21, 2025 · Artificial Intelligence

Midscene.js: An AI‑Driven UI Automation Framework from ByteDance

Midscene.js is an open‑source UI automation framework that leverages multimodal AI to simplify web UI testing and interaction, offering three core interfaces—Action, Query, and Assert—along with a JavaScript SDK, support for multiple AI models, YAML scripting, and future‑focused features for stable, scalable automation.

AIJavaScriptMidscene.js

0 likes · 21 min read

Midscene.js: An AI‑Driven UI Automation Framework from ByteDance

Software Engineering 3.0 Era

Mar 21, 2025 · Artificial Intelligence

NVIDIA GTC 2025: How AI Is Shifting From a Niche Toy to a Mass‑Market Tool and Ushering in the Robot Era

At NVIDIA GTC 2025, the company unveiled the Isaac GR00T N1 foundation model and the Mega Omniverse Blueprint platform, showing how AI‑driven robotics are moving from specialist prototypes to everyday tools through dual‑system architecture, synthetic‑data generation, cloud‑based development, and broad industry collaborations.

AIIsaac GR00TNVIDIA

0 likes · 10 min read

NVIDIA GTC 2025: How AI Is Shifting From a Niche Toy to a Mass‑Market Tool and Ushering in the Robot Era

Architect

Mar 20, 2025 · Artificial Intelligence

Building a Gitee AI Repository Assistant with MCP and LangChain4j

This article explains the Model Context Protocol (MCP) introduced by Gitee, shows how Java developers can integrate it using LangChain4j, compares stdio and SSE transport modes, provides full code samples, installation steps, and demonstrates a practical AI‑powered repository assistant.

AIGiteeJava

0 likes · 9 min read

Building a Gitee AI Repository Assistant with MCP and LangChain4j

Didi Tech

Mar 20, 2025 · Big Data

Key Questions and Value Assessment in Data Warehouse Modeling and Development

The article explores nine fundamental questions about data‑warehouse modeling—why and when to model, how to evaluate and compare models, the warehouse’s unique role versus business systems, modern architectural shifts, a quantitative value‑proof scoring framework, industry‑standard versus custom approaches, demonstrating business impact, and career insights—concluding that true value lies in enabling informed decisions rather than technology hype.

AIData Modelingbig data

0 likes · 12 min read

Key Questions and Value Assessment in Data Warehouse Modeling and Development

Alibaba Cloud Developer

Mar 20, 2025 · Backend Development

Build an AI-Powered Financial Data Analyzer with XXL‑JOB and Deepseek

This guide explains how to create a scheduled financial data analysis system by integrating the XXL‑JOB distributed task scheduler with the Deepseek large‑model AI, covering model selection, local and cloud deployment options, job configuration, and a complete code example for automated news processing.

AIXXL-JOBdata analysis

0 likes · 10 min read

Build an AI-Powered Financial Data Analyzer with XXL‑JOB and Deepseek

Meituan Technology Team

Mar 20, 2025 · Artificial Intelligence

Meituan Tech Team's Selected Papers on Large Language Models and AI (2024-2025)

The article compiles Meituan’s recent 2024‑2025 research on large language models, presenting a diverse set of papers that explore transformer enhancements, scaling laws, safety optimization, instruction fine‑tuning, temporal decay learning, code generation, agent refinement, cost‑efficient MoE inference, quantization, fast parallel inference, speculative decoding, multilingual speech, vision‑language models, evaluation benchmarks, and jailbreak robustness.

ACLAILLM

0 likes · 4 min read

Meituan Tech Team's Selected Papers on Large Language Models and AI (2024-2025)

Practical DevOps Architecture

Mar 20, 2025 · Artificial Intelligence

DeepSeek Model Integration Tutorial Series

This collection provides a step‑by‑step tutorial series of sixteen short videos demonstrating how to access, configure, and use the DeepSeek large language model across various office applications such as Word, Excel, PowerPoint, as well as platforms like WPS and online APIs.

AIAPIDeepSeek

0 likes · 5 min read

DeepSeek Model Integration Tutorial Series

Sohu Tech Products

Mar 19, 2025 · Artificial Intelligence

How to Recreate a Translation Agent with LangGraph and LLMs

This guide demonstrates building a steerable LLM‑based translation workflow using LangGraph, covering the initial translation, model‑generated reflection suggestions, and final improvement steps with full Python code examples and a complete execution result.

AILLMLangGraph

0 likes · 34 min read

How to Recreate a Translation Agent with LangGraph and LLMs

Sohu Tech Products

Mar 19, 2025 · Artificial Intelligence

Easy DataSet: An Open‑Source Tool for Building Domain‑Specific Datasets and Fine‑Tuning Large Language Models

The article introduces Easy DataSet, an open‑source tool that streamlines the creation of domain‑specific datasets by aggregating public data sources, chunking Markdown documents, generating and managing QA pairs with configurable LLM endpoints, and exporting them in common formats, while outlining its architecture and future roadmap.

AILLM fine-tuningPrompt Engineering

0 likes · 30 min read

Easy DataSet: An Open‑Source Tool for Building Domain‑Specific Datasets and Fine‑Tuning Large Language Models

Architect's Alchemy Furnace

Mar 19, 2025 · Artificial Intelligence

Choosing the Right Deployment Strategy for Large Language Models: QwQ‑32B vs DeepSeek‑R1

This article compares QwQ‑32B and DeepSeek‑R1 large language models across performance, technical breakthroughs, deployment costs, and open‑source ecosystems, then evaluates pure‑local, hybrid, and pure‑cloud deployment options, and finally provides practical guidelines for preparing knowledge‑base documents and indexing methods.

AIKnowledge Basecost analysis

0 likes · 10 min read

Choosing the Right Deployment Strategy for Large Language Models: QwQ‑32B vs DeepSeek‑R1

21CTO

Mar 19, 2025 · Fundamentals

What’s New in Java 24? AI‑Ready Features, Post‑Quantum Security, and More

Oracle’s Java 24 release introduces AI‑focused enhancements such as the Vector API, new post‑quantum cryptography support with ML‑KEM and ML‑DSA, language improvements like pattern‑matching for primitives, and beginner‑friendly features, positioning Java for modern development and long‑term support.

AIJEPJava

0 likes · 7 min read

What’s New in Java 24? AI‑Ready Features, Post‑Quantum Security, and More

Architect

Mar 19, 2025 · Artificial Intelligence

Choosing the Best Embedding Model for RAG: A Practical Guide Using MTEB Rankings

This guide explains how to leverage the Massive Text Embedding Benchmark (MTEB) to identify high‑performing embedding models for Retrieval‑Augmented Generation (RAG) and outlines key factors such as model size, dimension, language support, resource requirements, inference speed, domain suitability, long‑text handling, scalability, and cost.

AIEmbeddingMTEB

0 likes · 12 min read

Choosing the Best Embedding Model for RAG: A Practical Guide Using MTEB Rankings

Alibaba Cloud Native

Mar 19, 2025 · Artificial Intelligence

Mastering Retrieval‑Augmented Generation with Spring AI: A Complete Guide

This article explains the Retrieval‑Augmented Generation (RAG) paradigm, walks through its four core steps, and provides a detailed Spring AI implementation—including configuration, vector storage, REST controller, multi‑query expansion, query rewriting, document joining, and error handling—plus best‑practice recommendations for production deployments.

AIJavaRAG

0 likes · 23 min read

Mastering Retrieval‑Augmented Generation with Spring AI: A Complete Guide

Yuantong Information Technology

Mar 19, 2025 · Artificial Intelligence

AI Boosts Express Delivery: Smart Sorting, Route Planning & Collaboration

The article explains how AI-driven technologies such as intelligent sorting systems, route‑optimization platforms, and voice‑activated assistants are reshaping China’s parcel delivery sector, boosting efficiency by up to 50%, cutting costs, and fostering human‑machine collaboration while still emphasizing the irreplaceable role of workers.

AISmart Sortinghuman‑machine collaboration

0 likes · 5 min read

AI Boosts Express Delivery: Smart Sorting, Route Planning & Collaboration

Amap Tech

Mar 19, 2025 · Artificial Intelligence

Driving by the Rules: Integrating Lane-Level Traffic Regulations into Online HD Maps

Gaode Map and Xi'an Jiaotong University introduce the “Driving by the Rules” task, releasing the MapDR benchmark that integrates lane‑level traffic‑sign regulations into online‑constructed HD maps, and provide modular (VLE‑MEE) and end‑to‑end (RuleVLM) baselines to evaluate rule extraction and lane association.

AIHD mapsMultimodal

0 likes · 8 min read

Driving by the Rules: Integrating Lane-Level Traffic Regulations into Online HD Maps

DataFunSummit

Mar 18, 2025 · Artificial Intelligence

Application and Implementation of Multimodal Relational Networks in Financial Risk Control

This article presents the background, key technologies, system architecture, data processing pipeline, and practical use cases of multimodal relational networks for enhancing financial risk control, highlighting how integrating image, voice, text, and device data improves fraud detection, modeling, and operational efficiency.

AIFinancial Technologyfraud detection

0 likes · 15 min read

Application and Implementation of Multimodal Relational Networks in Financial Risk Control

Top Architect

Mar 18, 2025 · Backend Development

Understanding SpringBoot MyBatis Integration: @MapperScan, @Import, and Bean Definition Processing

This article explains how SpringBoot integrates MyBatis by using @MapperScan and @Import annotations to scan mapper interfaces, generate and modify BeanDefinitions, create proxy beans, and execute SQL statements, while also promoting AI tools, DeepSeek resources, and related services for developers.

AIJavaMapperScan

0 likes · 11 min read

Understanding SpringBoot MyBatis Integration: @MapperScan, @Import, and Bean Definition Processing

BanTech Think Tank

Mar 18, 2025 · Industry Insights

How Commercial Banks Can Leverage Low‑Code in the AI Large‑Model Era: Pathways and Key Considerations

The article analyzes how AI‑driven large‑model advances and rapid digitalization create new challenges for core banking systems, examines China's fast‑growing low‑code market, and outlines eight strategic considerations for banks to build an integrated, agile digital foundation with low‑code platforms.

AIbankingcase study

0 likes · 19 min read

How Commercial Banks Can Leverage Low‑Code in the AI Large‑Model Era: Pathways and Key Considerations

AntTech

Mar 18, 2025 · Artificial Intelligence

MoLE: Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models

Researchers from Ant Insurance and Zhejiang University propose MoLE, a Mixture of Layer Experts decoding method that reduces hallucinations in large vision‑language models, demonstrating state‑of‑the‑art performance on LVLM benchmarks and enabling reliable end‑to‑end medical‑record‑to‑claim automation.

AIMixture of ExpertsVision-Language Models

0 likes · 7 min read

MoLE: Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models

NewBeeNLP

Mar 18, 2025 · Interview Experience

How to Ace Multimodal Model Interviews at Taobao's Search AI Division

This article recounts a three‑stage interview for a multimodal large‑model position at Taobao's Search AI division, detailing typical questions on CLIP, LoRA, BLIP, Qwen‑VL, Transformer fundamentals, RLHF, and coding challenges, and offers insights on what interviewers focus on.

AICLIPLoRA

0 likes · 5 min read

How to Ace Multimodal Model Interviews at Taobao's Search AI Division

58UXD

Mar 18, 2025 · Artificial Intelligence

How AI is Revolutionizing Design: 8 Powerful Tools Every Designer Must Know

This article explores how rapidly advancing AI technologies are transforming designers into creative partners, detailing eight practical AI tools that boost idea generation, streamline workflows, enhance detail work, add motion, provide feedback, generate copy, auto‑create UI, and enable cross‑domain innovations.

AIMidjourneyStable Diffusion

0 likes · 8 min read

How AI is Revolutionizing Design: 8 Powerful Tools Every Designer Must Know

DevOps

Mar 17, 2025 · Artificial Intelligence

Building an MCP Server and Client in Python: From 0 to 1 with Stdio and SSE Transports

This tutorial explains how to create a Model Context Protocol (MCP) server and client in Python, covering environment setup, unified tool integration, Stdio and SSE transport implementations, and step‑by‑step code examples for building, configuring, and running both local and cloud‑based MCP services.

AIClientMCP

0 likes · 18 min read

Building an MCP Server and Client in Python: From 0 to 1 with Stdio and SSE Transports

Ops Development & AI Practice

Mar 17, 2025 · Artificial Intelligence

Unlocking LLM Power: A Hands‑On Guide to Open WebUI

Open WebUI offers a user‑friendly, open‑source web interface that simplifies interaction with large language models, supporting multiple back‑ends, offline operation, and extensible plugins, making AI experimentation accessible for developers, researchers, and enthusiasts alike.

AILLMOpen WebUI

0 likes · 4 min read

Unlocking LLM Power: A Hands‑On Guide to Open WebUI

Alibaba Cloud Native

Mar 17, 2025 · Cloud Native

How to Deploy DeepSeek as an Enterprise AI Assistant on DingTalk Using Alibaba Cloud

This guide walks you through deploying the DeepSeek large‑language model on Alibaba Cloud PAI, integrating it with DingTalk via the Magic Wand AI platform, and configuring multi‑model routing, authentication, rate limiting, content safety, caching, web‑search, and observability using the Cloud Native API Gateway.

AIAlibaba CloudDingTalk

0 likes · 15 min read

How to Deploy DeepSeek as an Enterprise AI Assistant on DingTalk Using Alibaba Cloud

DaTaobao Tech

Mar 17, 2025 · Artificial Intelligence

AI-Powered Content Generation and Template Automation for E‑commerce

Taobao’s AI‑driven content system now generates product guides, videos and multimodal assets across the shopping journey by automatically converting designer mock‑ups into HTML templates, extracting key information, filling slots with product data, and refining layouts via natural‑language feedback, dramatically cutting manual effort and enabling rapid, personalized e‑commerce experiences.

AIcontent generationtemplate automation

0 likes · 8 min read

AI-Powered Content Generation and Template Automation for E‑commerce

Eric Tech Circle

Mar 17, 2025 · Artificial Intelligence

Mastering Cursor Rules: Tame AI Code Generation for Better Development

This article explains how Cursor Rules let developers constrain AI behavior in the Cursor editor, covering global and project rule types, practical file configurations, best‑practice examples for general, Python, documentation, and Git rules, and tips for effective rule management.

AICursorRules

0 likes · 6 min read

Mastering Cursor Rules: Tame AI Code Generation for Better Development

Efficient Ops

Mar 16, 2025 · Artificial Intelligence

How AI Digital Humans Transform Banking Services: Architecture, Capabilities, and Use Cases

This article explains how AI-powered digital humans can modernize banking by offering modular, multi‑modal interaction, personalized multilingual service, 24‑hour availability, and risk‑aware automation, while detailing the underlying AI foundation, decision engine, visual rendering, and deployment strategies.

AICustomer ServiceFinTech

0 likes · 7 min read

How AI Digital Humans Transform Banking Services: Architecture, Capabilities, and Use Cases

21CTO

Mar 16, 2025 · Artificial Intelligence

How Google’s AI Co‑Scientist Is Accelerating Biomedical Discoveries

Google unveiled an AI co‑scientist built on Gemini 2.0 that uses multiple specialized agents to generate, evaluate, and refine research hypotheses, demonstrating promising results in drug repurposing, liver fibrosis target discovery, and antibiotic resistance, while also highlighting current limitations and community reactions.

AIGoogle AIbiomedical research

0 likes · 6 min read

How Google’s AI Co‑Scientist Is Accelerating Biomedical Discoveries

Ops Development & AI Practice

Mar 16, 2025 · Artificial Intelligence

How Function Calling Helps LLMs Overcome Hallucinations

This article explains how LLM function calling works, from defining external functions to processing API responses, and demonstrates a Python example using OpenAI's ChatGPT‑4o to fetch real‑time weather, showing how the technique mitigates hallucinations and expands practical AI applications.

AIFunction CallingLLM

0 likes · 8 min read

How Function Calling Helps LLMs Overcome Hallucinations

Architect

Mar 15, 2025 · Artificial Intelligence

Why Building Your Own RAG System Is a Costly Mistake

The article explains that developing a custom Retrieval‑Augmented Generation (RAG) solution incurs hidden infrastructure, personnel, and security costs, leads to operational overload and budget overruns, and is rarely justified compared to purchasing a proven vendor solution.

AILLMRAG

0 likes · 11 min read

Why Building Your Own RAG System Is a Costly Mistake

Nightwalker Tech

Mar 15, 2025 · Artificial Intelligence

Guide to Accessing International AI Large Models via Aggregation Tools, APIs, and Python Code

This article introduces major international and domestic AI large models, recommends desktop aggregation tools and APIs such as POE, Monica, and OpenRouter, and provides complete Python code examples for synchronous and streaming text and multimodal conversations, along with additional API and compute‑rental resources.

AIAPIModel Integration

0 likes · 11 min read

Guide to Accessing International AI Large Models via Aggregation Tools, APIs, and Python Code

AI Frontier Lectures

Mar 14, 2025 · Artificial Intelligence

Open-Sora 2.0: How an 11B Open-Source Model Beats Closed-Source Video AI at 720p

Open‑Sora 2.0, an open‑source 11‑billion‑parameter video generation model, delivers 720p 24 fps videos with visual quality and text‑image alignment comparable to proprietary systems like HunyuanVideo and Step‑Video, while cutting training costs to $200 k using only 224 GPUs, and the release includes full code, weights, and a Gradio demo.

3D autoencoderAIMMDiT

0 likes · 7 min read

Open-Sora 2.0: How an 11B Open-Source Model Beats Closed-Source Video AI at 720p

DaTaobao Tech

Mar 14, 2025 · Artificial Intelligence

AI-Driven Engineering Efficiency: Practices and Insights from a Live-Streaming Team

The article recounts a live‑streaming team’s six‑month experiment using large‑language‑model AI to boost backend, frontend, testing, data‑science and data‑engineering productivity, detailing goals, LLM strengths and limits, and practical tactics such as task splitting, input refinement, human‑AI guidance, retrieval‑augmented generation and fine‑tuning, while emphasizing disciplined task design, prompt iteration, and future vertical integrations.

AIPrompt EngineeringRAG

0 likes · 17 min read

AI-Driven Engineering Efficiency: Practices and Insights from a Live-Streaming Team

AsiaInfo Technology: New Tech Exploration

Mar 14, 2025 · Artificial Intelligence

How Automatic Creation of Digital Cousins Revolutionizes Digital Twin Simulations

The article analyzes the Automatic Creation of Digital Cousins (ACDC) technology, detailing its pipeline—from object recognition and semantic segmentation to depth estimation, camera calibration, and 3D scene reconstruction—while discussing challenges, industry applications, and future research directions.

3D scene generationAIdigital twins

0 likes · 20 min read

How Automatic Creation of Digital Cousins Revolutionizes Digital Twin Simulations

JD Retail Technology

Mar 14, 2025 · Artificial Intelligence

CTR-Driven Advertising Image Generation Using Multimodal Large Language Models

The paper presents CAIG, a CTR‑driven advertising image generation pipeline that pre‑trains a multimodal LLM on e‑commerce data, trains a reward model on CTR‑labeled image pairs, and fine‑tunes generation via product‑centric preference optimization, achieving state‑of‑the‑art online and offline performance.

AICTRad image generation

0 likes · 11 min read

CTR-Driven Advertising Image Generation Using Multimodal Large Language Models

Nightwalker Tech

Mar 14, 2025 · Backend Development

Overview and Installation Guide for Various MCP Services and Their Use with Sequential Thinking for Manus‑like Effects

This article introduces several Model Context Protocol (MCP) services—including Sequential Thinking, Firecrawl, Fetch, Hot News, Playwright, Magic, and Brave Search—provides their GitHub links, detailed Mac and Windows installation commands, and explains how to combine them with a Sequential Thinking prompt to achieve a Manus‑style AI agent workflow.

AIMCPWeb Crawling

0 likes · 9 min read

Overview and Installation Guide for Various MCP Services and Their Use with Sequential Thinking for Manus‑like Effects

Continuous Delivery 2.0

Mar 14, 2025 · Operations

The Birth of DevOps: Breaking the Collaboration Wall

This article traces the evolution of DevOps from its 2009 origin, through automation, security, FinOps, platform engineering, and the rise of AI-driven intelligent automation, highlighting future trends such as AI-native toolchains, cognitive collaboration, and sustainable practices that reshape how development and operations work together.

AIAIOpsDevOps

0 likes · 7 min read

DevOps

Mar 13, 2025 · Artificial Intelligence

Large Model Commercialization Reshapes Cloud AI Competition: Capital Spending, Strategic Paths, and Multi‑Model Ecosystems

The article analyzes how the commercialization of large AI models is redefining cloud providers' competitive dynamics, highlighting Amazon Bedrock's DeepSeek‑R1 launch, IDC forecasts on model usage, major vendors' capital expenditures, and the shift toward flexible, cost‑effective multi‑model ecosystems for enterprise AI.

AICloud ComputingEnterprise AI

0 likes · 14 min read

Large Model Commercialization Reshapes Cloud AI Competition: Capital Spending, Strategic Paths, and Multi‑Model Ecosystems

Open Source Tech Hub

Mar 13, 2025 · Artificial Intelligence

Build a Private AI Knowledge Base with Webman AI, Redis‑Stack, and Ollama

This guide walks you through setting up a private AI knowledge base using Webman AI 5.4.0, deploying Redis‑Stack, installing the illuminate/redis component, adding Ollama with DeepSeek and other embedding models, configuring Redis, importing training data, running the training process, and configuring role prompts for accurate AI responses.

AIDeepSeekOllama

0 likes · 6 min read

Build a Private AI Knowledge Base with Webman AI, Redis‑Stack, and Ollama

Baidu Intelligent Cloud Tech Hub

Mar 12, 2025 · Artificial Intelligence

Build a Business‑Specific DeepSeek Knowledge Base with VectorDB (Code & No‑Code)

This guide explains how to create a proprietary knowledge base for DeepSeek by leveraging Baidu Cloud's VectorDB, offering both code‑first and no‑code approaches to integrate internal data securely and enable accurate AI‑driven Q&A for business applications.

AIDeepSeekKnowledge Base

0 likes · 3 min read

Build a Business‑Specific DeepSeek Knowledge Base with VectorDB (Code & No‑Code)

Java Tech Enthusiast

Mar 12, 2025 · Artificial Intelligence

Open-Source Enterprise Knowledge Base and Intelligent Dialogue Platform Based on Spring Boot and DeepSeek

The open‑source DeepSeek‑Flow‑AI platform combines Spring Boot 3.4 back‑end APIs with a Vue 3 front‑end to deliver an enterprise‑grade knowledge base and intelligent multi‑turn dialogue system, supporting private deployment, role‑based access, analytics, CRM/ERP integration, and easy installation via Maven and Yarn.

AIDeepSeekKnowledge Base

0 likes · 5 min read

Open-Source Enterprise Knowledge Base and Intelligent Dialogue Platform Based on Spring Boot and DeepSeek

Alibaba Cloud Developer

Mar 12, 2025 · Artificial Intelligence

How to Optimize DB‑GPT RAG Pipelines for Better Retrieval and Knowledge Processing

This article explains how to use the DB‑GPT application framework to improve Retrieval‑Augmented Generation (RAG) by detailing knowledge loading, chunking, embedding, graph extraction, storage options, retrieval strategies, workflow customization, evaluation metrics, and real‑world case studies.

AIDB-GPTRAG

0 likes · 27 min read

How to Optimize DB‑GPT RAG Pipelines for Better Retrieval and Knowledge Processing

Huawei Cloud Developer Alliance

Mar 11, 2025 · Artificial Intelligence

How AI Is Revolutionizing Traditional Chinese Medicine with Huawei’s Pangu Model

This article explores how Huawei Cloud's Pangu large‑model platform powers the TianShiLi Digital Herbal AI system, merging centuries‑old Chinese medicine knowledge with cutting‑edge AI to accelerate drug discovery, enable intelligent diagnosis, and transform the entire TCM research and development workflow.

AIHealthcare AIHuawei Cloud

0 likes · 9 min read

How AI Is Revolutionizing Traditional Chinese Medicine with Huawei’s Pangu Model

Cognitive Technology Team

Mar 11, 2025 · Artificial Intelligence

Deploying DeepSeek R1:7b Model Locally with Ollama and Building AI Applications Using Dify

This tutorial explains how to set up Ollama for CPU or GPU environments, run the DeepSeek R1:7b large language model, and use the open‑source Dify platform to create and deploy a custom AI application, providing step‑by‑step commands and configuration details.

AIDeepSeekDify

0 likes · 8 min read

Deploying DeepSeek R1:7b Model Locally with Ollama and Building AI Applications Using Dify

Tencent Cloud Developer

Mar 11, 2025 · Artificial Intelligence

Fine‑Tuning Local LLaMA‑Factory Models and Building Networked AI Applications

The article walks through preparing a GPU‑enabled environment, downloading and LoRA‑fine‑tuning a DeepSeek model with LLaMA‑Factory, merging the adapter, then wrapping the model in a web UI that queries a ChromaDB vector store via crawled web data, illustrating security‑focused use cases and forecasting domain‑specific LLM adoption.

AILLMLLaMA-Factory

0 likes · 17 min read

Fine‑Tuning Local LLaMA‑Factory Models and Building Networked AI Applications

Software Engineering 3.0 Era

Mar 10, 2025 · Artificial Intelligence

Hands‑On Review of Manus AI Agent: End‑to‑End Task Automation and Architecture Deep‑Dive

The article provides a detailed analysis of Manus, the first global general‑purpose AI agent, covering its end‑to‑end task loop, cost efficiency, multi‑agent architecture, benchmark results, real‑world application cases, trial observations, limitations, and future outlook.

AIAI AgentManus

0 likes · 11 min read

Hands‑On Review of Manus AI Agent: End‑to‑End Task Automation and Architecture Deep‑Dive

Baidu Geek Talk

Mar 10, 2025 · Artificial Intelligence

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

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

AIBaidu CloudCloud Computing

0 likes · 6 min read

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

Top Architect

Mar 10, 2025 · Artificial Intelligence

Using DeepSeek to Generate Mermaid Diagrams: Flowcharts, Gantt Charts, and Sequence Diagrams

This guide demonstrates how to leverage the DeepSeek AI model to automatically create Mermaid diagram code for flowcharts, Gantt charts, and sequence diagrams, walk through the required prompts, show the generated code, and compare Mermaid with traditional mind‑mapping tools.

AIDeepSeekFlowchart

0 likes · 6 min read

Using DeepSeek to Generate Mermaid Diagrams: Flowcharts, Gantt Charts, and Sequence Diagrams

Cognitive Technology Team

Mar 10, 2025 · Artificial Intelligence

Understanding Transformers: From NLP Challenges to Architecture and Core Mechanisms

This article explains the evolution of natural language processing, the limitations of rule‑based, statistical, and recurrent neural network models, and then introduces the Transformer architecture—covering word and position embeddings, self‑attention, multi‑head attention, Add & Norm, feed‑forward layers, and encoder‑decoder design—to help beginners grasp why Transformers solve key NLP problems.

AINLPTransformer

0 likes · 15 min read

Understanding Transformers: From NLP Challenges to Architecture and Core Mechanisms

phodal

Mar 10, 2025 · Artificial Intelligence

How AutoDev Bridge Uses LLMs to Accelerate Legacy System Migration

AutoDev Bridge combines large‑model reasoning, C4 architecture analysis, AST‑based business logic extraction, and IDE‑integrated tooling to automate the migration of legacy systems, reducing manual effort and migration risk while highlighting the unique advantages of modern AI agents.

AILLMLegacy Migration

0 likes · 7 min read

How AutoDev Bridge Uses LLMs to Accelerate Legacy System Migration

Spring Full-Stack Practical Cases

Mar 10, 2025 · Artificial Intelligence

Integrate DeepSeek AI with Spring Boot 3: Complete Hands‑On Guide

This article introduces deepseek4j, a Java SDK for DeepSeek AI models, walks through Maven setup, Spring Boot configuration, basic and advanced usage examples—including streaming, synchronous, SSE debugging, and web‑search integration—while detailing key configuration options and best‑practice notes.

AIDeepSeekJava SDK

0 likes · 8 min read

Integrate DeepSeek AI with Spring Boot 3: Complete Hands‑On Guide

Java Architect Essentials

Mar 9, 2025 · Backend Development

Building an AI-Powered Chatbot with Spring Boot and DeepSeek

This tutorial demonstrates how to create an AI-driven Spring Boot application by integrating DeepSeek's large language model, covering project setup, dependency configuration, API key management, and implementing a REST controller that provides weather forecasts via a conversational interface.

AIDeepSeekJava

0 likes · 8 min read

Building an AI-Powered Chatbot with Spring Boot and DeepSeek

Software Engineering 3.0 Era

Mar 9, 2025 · Artificial Intelligence

Why Manual Testing Is Becoming Obsolete: The Rise of Evolutionary GUI Agents

The article argues that traditional manual testing is losing relevance as LLM‑powered evolutionary GUI agents—exemplified by AppAgentX—introduce memory chains, action‑evolution mechanisms, multi‑agent collaboration, and RAG‑enhanced knowledge, achieving up to 40% fewer steps, over 50‑point success‑rate gains, and more than 60% faster execution.

AIGUI testingLLM Agents

0 likes · 10 min read

Why Manual Testing Is Becoming Obsolete: The Rise of Evolutionary GUI Agents

Subtle Storm

Mar 9, 2025 · Artificial Intelligence

Understanding the Differences and Connections Between AI, AGI, and AIGC

The article defines AI, AGI, and AIGC, outlines their core characteristics, functions, and typical application scenarios, compares their scopes, explains how AIGC is an AI application while AGI represents a broader, still‑theoretical goal, and summarizes their interrelationships.

AGIAIAIGC

0 likes · 11 min read

Understanding the Differences and Connections Between AI, AGI, and AIGC

AI Frontier Lectures

Mar 9, 2025 · Industry Insights

Why the Model Is Becoming the Product: AI Market Trends and Risks

The article argues that AI models are evolving into standalone products, examines scaling limits, integration challenges, reinforcement‑learning economics, and investment dynamics, and warns that reliance on large‑lab APIs may jeopardize future profitability for integrators.

AIIndustryInsightsLLM

0 likes · 15 min read

Why the Model Is Becoming the Product: AI Market Trends and Risks

AI Product Manager Community

Mar 8, 2025 · Artificial Intelligence

How OWL AI Agent Outperforms OpenManus: Technical Deep Dive

The article introduces the OWL (Optimized Workforce Learning) general‑purpose AI agent, explains its six‑step architecture, benchmark performance surpassing OpenManus, and argues that its innovations represent genuine application‑level advancement rather than mere “shell‑wrapping,” while highlighting its multi‑agent collaboration framework.

AIautomationinnovation

0 likes · 5 min read

How OWL AI Agent Outperforms OpenManus: Technical Deep Dive

AIWalker

Mar 8, 2025 · Artificial Intelligence

IMAGPose: A Unified Conditional Framework for Photo‑Realistic Pose‑Guided Person Generation (NeurIPS 2024)

IMAGPose introduces a unified conditional diffusion framework that combines feature‑level, image‑level, and cross‑view attention modules to generate high‑fidelity, photo‑realistic person images under diverse pose and multi‑view scenarios, outperforming prior SOTA methods on DeepFashion and Market‑1501.

AIDiffusion Modelscomputer vision

0 likes · 22 min read

IMAGPose: A Unified Conditional Framework for Photo‑Realistic Pose‑Guided Person Generation (NeurIPS 2024)

DataFunTalk

Mar 8, 2025 · Artificial Intelligence

DeepSeek Reflection Wave and the Shifting Landscape of AGI Development in China

The article analyzes how DeepSeek's rapid rise has triggered a strategic rethink across Chinese AI startups and tech giants, prompting a shift from product‑centric growth to deep‑model research, while examining the real barriers to AGI and the importance of time‑advantage in the large‑model race.

AGIAIChinese tech

0 likes · 12 min read

DeepSeek Reflection Wave and the Shifting Landscape of AGI Development in China

Code Mala Tang

Mar 8, 2025 · Artificial Intelligence

14 Powerful Prompt Engineering Techniques to Unlock AI’s Full Potential

This article introduces the fundamentals of prompt engineering and presents fourteen practical techniques—ranging from role‑playing and step‑by‑step reasoning to chain‑of‑thought and ReAct—that help users craft precise, high‑quality prompts for any large language model, dramatically improving AI output.

AIAI ProductivityLLM techniques

0 likes · 16 min read

14 Powerful Prompt Engineering Techniques to Unlock AI’s Full Potential

Qunhe Technology Quality Tech

Mar 7, 2025 · Artificial Intelligence

How AI is Revolutionizing Software Testing: 2025 Roadmap and Real-World Successes

The Qunhe Technology Quality team outlines a 2025 strategy that leverages advanced AI models, a user-friendly AI testing platform, and AI‑driven automation to boost test efficiency, streamline workflows, and promote AI adoption across the testing organization.

AILLMefficiency

0 likes · 14 min read

How AI is Revolutionizing Software Testing: 2025 Roadmap and Real-World Successes

Cognitive Technology Team

Mar 7, 2025 · Artificial Intelligence

From Word Embeddings to Large Language Models: A Comprehensive Overview of AI Model Evolution

This article traces the development of AI models—from early word embeddings like Word2Vec and ELMo, through transformer‑based encoders such as BERT and decoder‑only models like GPT‑1/2/3, to recent multimodal systems and scaling laws—explaining their architectures, training methods, and impact on modern AI applications.

AIEmbeddingMultimodal

0 likes · 22 min read

From Word Embeddings to Large Language Models: A Comprehensive Overview of AI Model Evolution

Full-Stack Cultivation Path

Mar 7, 2025 · Artificial Intelligence

How AI Turned My Chaotic Home Inventory into an Organized System

The author describes the problems of wasted storage, expired food, hard-to‑locate items, and duplicate purchases after moving house, then details an AI‑driven home inventory app built with Cursor, Trae, and large‑vision models that digitizes, classifies, and reminds about household goods, complete with architecture, implementation steps, and a comparative review of the AI tools used.

AICursorGPC classification

0 likes · 15 min read

How AI Turned My Chaotic Home Inventory into an Organized System

ByteFE

Mar 7, 2025 · Artificial Intelligence

AI-Powered Home Inventory Management Application: Design, Implementation, and Experience

This article describes the development of an AI-driven home inventory management tool that addresses storage waste, food expiration, item locating, and duplicate purchases by integrating barcode scanning, image recognition, intelligent classification, and multimodal models, while also comparing the performance of Cursor and Trae IDEs and Claude‑3.5‑sonnet versus deepseek‑r1 models.

AIbarcodehome inventory

0 likes · 17 min read

AI-Powered Home Inventory Management Application: Design, Implementation, and Experience

dbaplus Community

Mar 7, 2025 · Artificial Intelligence

Master Prompt Engineering: Frameworks, Strategies, and Real‑World Examples for Large Language Models

This comprehensive guide explains what prompts are, outlines essential prompt components and multiple engineering frameworks, presents practical strategies for crafting clear and structured prompts, addresses model limitations such as hallucinations, and showcases a wide range of advanced prompting techniques with code examples.

AILLMPrompt Engineering

0 likes · 29 min read

Master Prompt Engineering: Frameworks, Strategies, and Real‑World Examples for Large Language Models

AI Frontier Lectures

Mar 6, 2025 · Artificial Intelligence

Can General AI Agents Evolve from Data Gatherers to Professional Deliverables?

The article evaluates the Manus agent’s current strengths in information‑gathering tasks, contrasts collaborative versus fully‑delegated agent models, identifies structural and context limitations that hinder professional‑grade outputs, and speculates on how future agents might bridge this gap.

AIAgent designArtificial Intelligence

0 likes · 5 min read

Can General AI Agents Evolve from Data Gatherers to Professional Deliverables?

DataFunTalk

Mar 6, 2025 · Artificial Intelligence

AI Large Model Applications in Chinese Regional Banks: Cases, Challenges, and Strategies

Chinese regional banks are leveraging AI large models across fourteen use cases—from intelligent customer service and risk control to credit approval and regulatory compliance—highlighting operational efficiencies, data-driven credit assessments, and challenges such as compute costs, data sovereignty, and talent gaps, while proposing solutions like elastic compute pools and privacy-preserving federated learning.

AIFinTechRegTech

0 likes · 12 min read

AI Large Model Applications in Chinese Regional Banks: Cases, Challenges, and Strategies

Model Perspective

Mar 6, 2025 · Artificial Intelligence

Can AI Boost High School Math Problem Solving? A DeepSeek Case Study

This article explores how the AI model DeepSeek can assist high‑school students in tackling challenging sequence problems from the 2024 Chinese college entrance exam, detailing its reasoning process, strengths, pitfalls, and practical tips for using AI to train mathematical thinking rather than just obtain answers.

AIDeepSeekhigh school

0 likes · 9 min read

Can AI Boost High School Math Problem Solving? A DeepSeek Case Study

php Courses

Mar 6, 2025 · Backend Development

Integrating PHP with Modern Web Development Trends

The article explores how PHP can stay relevant by embracing API‑driven development, GraphQL, microservices, serverless architectures, WebAssembly, and AI/ML, offering developers practical guidance to build modern, efficient, and secure web applications.

AIAPIGraphQL

0 likes · 5 min read

Integrating PHP with Modern Web Development Trends

Tencent Cloud Developer

Mar 6, 2025 · Frontend Development

Data‑Driven Front‑End Development: Embracing a New Paradigm in the AI Era

The article refutes the “frontend is dead” myth by showing that modern front‑end engineering is moving from a UI‑first approach to a data‑driven paradigm—using layered atomic, computed, and view models—to improve testability, efficiency, and AI‑assisted development, as demonstrated through practical Vue examples and a gray‑release case study.

AISoftware ArchitectureVue

0 likes · 13 min read

Data‑Driven Front‑End Development: Embracing a New Paradigm in the AI Era