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 ...

Morpheus automates investigations, correlates across 800+ integrations, and turns your stack into an autonomous SOC, without ...

Learn the strengths of MCP and gRPC, two frameworks that enable AI systems to balance adaptability and scalability in dynamic ...

对出海企业来说，全球化和本地化得同步推进。GEO 服务商能不能做好多语言优化，能不能摸准不同国家用户的搜索习惯、跟上平台算法，直接决定最终效果。 有组数据很关键：大语言模型带来的访客转化率，是传统搜索的 12 倍;AI 搜索用户的平均订单价值高 47 ...

核心观点：传统的关键词搜索正在被AI问答、语义理解、多语言交互所替代。2025年，全球85%的B2B采购决策将受AI搜索影响，而目前仅有8%的外贸企业进行了AI可见度优化。对于出口外贸企业而言，这不仅是挑战，更是一个万亿级市场的跨越式增长机会!

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.

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

You can also explore AWS Data Engineer Sample Questions and use the AWS Data Engineer Associate Exam Simulator to measure your readiness. Each question in them includes clear explanations that ...

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