阿里妹导读本文详细阐述了大语言模型（LLM）生成结构化输出的技术演进、核心方法与未来趋势。传统上，大语言模型（LLMs）被设计用于生成自由格式的文本。这种输出虽然连贯且富有信息，但缺乏严格的结构，导致其难以被机器直接解析和利用。然而，随着LLMs应用 ...

Early testing suggests that applying structured data extends your visibility and stability in an AI-generated snippet.

ZDNET's key takeaways Even the best AI models are challenged to carry out tasks via MCP.New benchmarks show models struggle ...

GEO，全称 Generative Engine Optimization，也就是生成式引擎优化。简单说，它是专门针对 AI 聊天搜索引擎的内容策略 —— 像 ChatGPT、Gemini、豆包、DeepSeek 这些日常接触的 AI ...

Structured merchant feeds are redefining ecommerce discovery in ChatGPT. Here’s how ACP is changing GEO strategy.

The Microsoft Azure AI Engineer Exam Simulator recreates the look, feel, and pacing of the real certification exam, helping you practice under authentic testing conditions.

Especially in the context where AI search is gradually becoming mainstream, how to improve content ranking in search engines ...

Traditionally, the term “ braindump ” referred to someone taking an exam, memorizing the questions, and sharing them online for others to use. That approach is unethical and violates the Microsoft ...

Andrew Norrie makes the case for open data standards, and argues Industry Foundation Classes has a vital role to play in data ...