一篇关于大O记法的科普博客文章引发了围绕“有毒专家”概念的讨论。该事件发生于2017年11月2日，起因是作者收到了一位名为“pyon”的匿名评论者对其内容的尖锐批评 1。针对这一互动，作者定义了“有毒专家”（Toxic Experts）这一概念，指出这类人利用专业知识作为区分自己与他人的工具，倾向于通过嘲笑新手来确立优越感，而非真正致力于教导初学者 1。
文章的核心观点强调，沟通中的连接比单纯的正确性更为重要，作者明确提出“若缺乏建立连接的沟通技巧，正确的知识点便是无用的” 1。基于此案例，作者得出结论认为，科技行业当前主要需要修复的技能差距并非技术知识本身，而是共情能力（empathy），这是解决此类人际冲突和提升整体社区环境的关键缺失技能 1。
A blog post titled "Toxic Experts," dated Thursday, November 2, 2017, addresses the friction between technical expertise and community engagement in the tech industry. 1 The author recounts receiving harsh criticism from an anonymous commenter known as "pyon" following the publication of an explanatory article on Big-O notation. 1 This incident serves as the catalyst for a broader critique of how some experts interact with newcomers. 1
The piece defines "toxic experts" as individuals who leverage their specialized knowledge to create hierarchies rather than foster learning. 1 Instead of guiding beginners, these experts use information gaps to assert superiority and mock those less knowledgeable. 1 A central argument presented is that factual correctness holds little value if it fails to establish a human connection, summarized by the idea that points of correctness are useless without points of connection. 1 Consequently, the author concludes that the primary skill gap requiring attention in the technology sector is not technical proficiency, but empathy. 1
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