AI Articles: Tutorials, Reviews and In-depth Guides

Data-analysis charts on a laptop
How-toData Analysis

How to Analyze Data with AI: From an Excel Sheet to Automated Insights

A practical, no-code guide for operations, marketing, and business professionals: use a real sales spreadsheet to clean data, calculate key metrics, find anomalies, and write presentation-ready conclusions, with prompting methods, verification techniques, common pitfalls, and alternatives.

AI Content Editor8
Illustration of a terminal command line interface alongside a large codebase
InsightsCoding

Why Claude Code Is Well-Suited for Large-Scale Project Refactoring: A Product Breakdown

Like other AI-powered coding tools, why does Claude Code stand out in legacy projects spanning hundreds of thousands of lines? This article dissects its design logic and applicability boundaries by examining product positioning, core use cases, workflow patterns, technical capabilities, and competitive differentiation along the 'terminal + agent + large-scale project' trajectory.

AI Articles Editorial Team7
Illustration of Chinese text processing and evaluation
How-toEvaluation

How to Evaluate Large Language Models' Chinese Capabilities? A Checklist of Ten Real-World Tasks

Fluency in spoken or written Chinese does not equate to effective usage. This article breaks down the key dimensions for evaluating large language models on Chinese proficiency—including idiomatic expression, cultural common sense, adherence to formatting conventions, avoidance of translationese, and long-form organization—providing ten reproducible real-world test tasks to help you assess a model's true level of Chinese competence.

AI Article Editorial Team6

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