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As AI systems become more autonomous, traditional step-by-step governance creates fragile architectures. This article explores 'fast paths' and 'slow paths' as a solution, enabling scalable autonomy by regulating behavior through continuous observation and selective, feedback-driven intervention, rather than synchronous approval for every action.

This article highlights a common problem in web development: websites often get designed to satisfy internal stakeholders' preferences rather than serve the end-user. It argues that a website is a tool, not art, and expert design decisions based on research are frequently overruled by subjective taste, leading to suboptimal user experiences and technical challenges. The piece emphasizes a user-first approach, urging developers and stakeholders to prioritize user needs backed by data.