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Microsoft Research's Manohar proposes a disruptive education reform framework: abolish grading, allow AI in exams, and enable lifelong micro-credentials. Facing a global youth employment crisis, he calls for rebuilding education, not patching a broken system with AI.

A comprehensive guide to AI Agent development: covering Agent vs. Chatbot differences, framework selection, tool calling design, RAG pipeline setup, and production deployment best practices.

Are layoffs the new normal? Is a $50K raise worth leaving a stable job for? This article breaks down the real costs and benefits across salary math, stability value, and personal decision frameworks.

Too hard to become an algorithm engineer? Too basic to just use AI tools? This guide breaks down the three levels of AI adoption for programmers, with a focus on Agent development and large model engineering — including salaries, timelines, and window risks.

In-depth analysis of a 568-episode Python beginner tutorial on Bilibili, covering course structure, strengths, weaknesses, and effective study tips for beginners.