what ai guardrails taught me about men | musing no. 44

how machine bias exposed the fragility of the men who built it

Oct 22, 2025

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cover image alt text: author sitting in his minimalist office at night, lit only by the soft glow of an imac screen. the mood is cinematic and introspective—he’s realizing the machine flinched at intimacy because it inherited human bias. seo: ai bias, ai censorship, intimacy vs sex, cuffed musing 44. 中文说明：男子在夜晚的办公室里沉思，电脑光映在脸上，象征人工智能继承了人类的脆弱与恐惧。

the machine flinched. it saw nudity where there was none, sex where there was silence. that isn’t ai’s shame—it’s ours. and that’s the point of this piece: how guardrails inherit human bias and call …

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