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Kyle Kingsbury 谈未来职业趋势:AI 系统需“人肉盾牌”承担问责Quoting Kyle Kingsbury

simonwillison.net·2026-04-15 节选正文

Kyle Kingsbury 提出未来可能出现一类新型职业角色——“人肉盾牌”(meat shields),即负责监督和管理 AI 系统运行的人类员工。这类角色可能涉及内部内容审核或外部法律责任,凸显了 AI 时代人机协同治理的重要性。

Simon Willison

15th April 2026

I think we will see some people employed (though perhaps not explicitly) as meat shields: people who are accountable for ML systems under their supervision. The accountability may be purely internal, as when Meta hires human beings to review the decisions of automated moderation systems. It may be external, as when lawyers are penalized for submitting LLM lies to the court. It may involve formalized responsibility, like a Data Protection Officer. It may be convenient for a company to have third-party subcontractors, like Buscaglia, who can be thrown under the bus when the system as a whole misbehaves.

— Kyle Kingsbury, The Future of Everything is Lies, I Guess: New Jobs

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