Simulacrum of Knowledge Work

Large language models have decoupled the traditional correlation between surface-level writing quality and actual work substance. While people historically relied on cheap-to-verify indicators like polish and formatting to judge knowledge work, LLMs now generate convincing simulacra that read professionally without underlying analysis or accuracy. This forces expensive re-verification to distinguish genuine quality from plausible fakes.