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The article questions whether theoretical principles still guide machine learning practices, highlighting how many once-standard theories have been challenged by empirical evidence.
A classic essay by Peter Norvig arguing that becoming an expert programmer takes about ten years of deliberate practice, and criticizing quick-learning books.
Recommend Li Bojie (Huawei's genius boy) AI Agent practice book, content based on actual teaching and code practice, focusing on hands-on practicality.
Google released an 8-minute tutorial that walks you through building a minimal Agent loop, emphasizing understanding concepts through practice rather than just managing prompts.
本文介绍了腾讯技术工程团队在AI Agent与技能测评方面的方案设计及落地实践经验，旨在为开发者提供可参考的评估框架。