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How does watermarking work — and why won't companies deploy it? How does differential privacy defend against membership inference attacks? Based on talks by IISc and IIT scholars, this article unpacks the core mechanisms and real challenges in LLM security.

Georgia Senator Jon Ossoff has won broad party attention with his anti-corruption narrative and is seen as a potential 2028 Democratic candidate. But will the "please everyone" strategy repeat the fate of Rubio and Harris? An in-depth analysis.

A street poll experiment at a Juneteenth celebration in South Carolina used transparent voting buckets and index cards to gauge public opinion on Kamala Harris running in 2028, revealing deep divides over female leadership in America.

Analysis of VP Vance's new memoir reveals contradictions between his Catholic faith narrative and immigration policy, exposing the book as a strategic tool for his 2028 presidential campaign.

Anthropic launches Artifacts for Claude Code, turning coding processes into interactive shareable webpages. Explore PR walkthroughs, dashboards, UX prototypes, and the shift from individual productivity to team collaboration.

Build web games from scratch with Claude Code: a full walkthrough from shoot-'em-up to Snake mashup, no coding needed. Covers AI task scheduling and iterative dev tips.

A complete learning path for AI Agent development covering core architecture, ReAct paradigm, multi-agent collaboration, RAG integration, and lightweight deployment to guide developers from basics to production.

Same coding task: Codex costs $15, Claude Code costs $155. The 10x gap isn't in unit price — it's in token usage. A practical guide to choosing the right AI coding tool by scenario.

A deep dive into AI Agent development, from the core principles of perception-decision-action to a Vue3 auto-creation demo, covering LangChain, LangGraph, MCP, and the full tech stack.

A developer upgraded their project management tool's AI from a simple chatbot to an intelligent Agent capable of data queries, document generation, and automated task execution using Function Calling.
TutorialsA comprehensive guide to AI Agent development for beginners, covering core concepts, market outlook, LangChain framework, RAG knowledge bases, and hands-on projects to systematically master intelligent agent development skills.
Industry InsightsIn-depth analysis of the AI large model job market, breaking down the two core directions—algorithm research and engineering deployment—covering requirements, barriers, and career prospects.
TutorialsA systematic breakdown of the AI Agent learning roadmap covering core architecture, ReAct/CoT paradigms, multi-agent collaboration, and Prompt optimization across four stages with quality resource recommendations.
Product ReviewsA deep dive into CowAgent, the 44K-star open-source AI Agent on GitHub. Supports WeChat, WeCom, Feishu, and more, with DeepSeek, GPT-4o, Claude compatibility and full Agent capabilities.