AI 写作：一场关于“创造力”的语言学诈骗AI Writing: A Linguistic Scam of "Creativity"
这篇 NYT 的评论揭露了一个典型的 AI scam：用 $\tau$-scaling 的逻辑去伪造创造力。当 37 万份大学申请论文在 ChatGPT 出现后变得更“丰富”、更“优雅”时，人类评委被欺骗了。这正是典型的 cultural violence：一种用表面叙事的流畅度来取代实质思考的机制。AI 提供的不是 expansive creativity，而是一种高效的 homogenized 模版。
很多人认为只要把“写作”留在最后，之前的“头脑风暴”交给 AI 就没问题。这完全误解了认知入口。Brainstorming 不是写作的准备工作，它本身就是思考的结构。当你把思考的路径外包给一个基于概率预测的黑盒时，你实际上是在让位——让位给一个由男性中心叙事主导的、最大公约数式的平庸逻辑。这种逻辑会迅速抹除任何具有 edge 的、非主流的、真正原初的洞察。
这种“语言覆盖” (linguistic coverup) 的危险在于，它让共谋者们——学生、老师甚至评审——共同陷入了一种幻觉：我们认为自己在进步，但实际上我们的 Potential 与 Actual 之间的差额正在扩大。我们拥有了更完美的词汇，却失去了在不确定性中导航的能力。这不是工具的升级，而是一次大规模的认知阉割。
This NYT piece exposes a classic AI scam: the use of $\tau$-scaling logic to counterfeit creativity. When 370,000 college essays suddenly became more "colorful" and "elegant" post-ChatGPT, human judges were duped. This is a textbook case of cultural violence—a mechanism where the fluency of surface narrative replaces the substance of thought. AI doesn't offer expansive creativity; it offers a highly efficient, homogenized template.
Many argue that as long as the "real work" of writing remains human, outsourcing brainstorming to AI is harmless. This fundamentally misunderstands the cognitive entry point. Brainstorming is not a prerequisite for writing; it is the structure of thinking itself. By outsourcing the path of thought to a probability-based black box, you are conceding your agency to a mediocre, "greatest common denominator" logic dominated by masculine-centered narratives. This logic swiftly erases any genuine edge or primal insight.
The danger of this "linguistic coverup" is that it lures co-conspirators—students, teachers, and judges—into a shared delusion: that we are progressing, while the gap between Potential and Actual is actually widening. We have acquired perfect vocabulary at the cost of our ability to navigate uncertainty. This is not a tool upgrade; it is a mass cognitive castration.