作者：zishanshi随着通用大模型向着agentic以及GUI理解增强的方向发展，现在Gemini 3 Flash等通用大模型已经可以直接用来搭建一个效果还不错的GUI ...

在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 ...

LLM幻觉问题至今没有根治方案。RAG能缓解一部分，但成本高、架构复杂，而且只适用于有外部知识源的场景。而对于模型"应该知道但经常搞错"的那类问题，比如历史事件的时间线、人物履历的细节，RAG帮不上什么忙。Chain-of-Verification（ ...

Microsoft has launched its Model Context Protocol (MCP) for Azure Functions, ensuring secure, standardized workflows for AI ...

Overview:  AI is transforming every industry, making skills like machine learning, data science, and automation essential for ...

2024年3月15日凌晨2点17分，美国西海岸的最后一批程序员正准备结束一天的工作，而位于旧金山的AI编程平台Claude版Manus控制中心，突然被一片刺眼的红色警报吞没。接下来的 48小时 ...

Learn how to integrate Quantum-Safe HSMs with Model Context Protocol (MCP) to secure AI infrastructure against Shor's algorithm and context injection.

Key Takeaways Some of the fastest-growing, highest-paying jobs in the U.S. don't require a four-year degree.Google Career ...

Discover the best business intelligence (BI) tools of 2026 that help enterprises transform data into actionable insights. Explore their features, pricing, and find the right solution for your ...

From a child who wanted to be an artist to a UNESCO-honoured quantum scientist, Temitope Adeniyi embodies a new generation of ...

A new study introduces "NADE" (Natural Affect DEtection), which leverages the power of emojis to give companies unprecedented insight into consumer emotions.