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  "description": "Claudio Nastruzzi: Why AI writing is so generic, boring, and dangerous: Semantic ablation\n\nWhen an author uses AI for \"polishing\" a draft, they are not seeing improvement; they are witnessing semantic ablation. The AI identifies high-entropy clusters – the precise points where unique insights and \"blood\" reside – and systematically replaces them with the most probable, generic token sequences. What began as a jagged, precise Romanesque structure of stone is eroded into a polished, Baroque plasti",
  "path": "/blog/why-i-dont-offload-my-writing-to-ai/",
  "publishedAt": "2026-02-20T02:07:38.000Z",
  "site": "https://birchtree.me",
  "tags": [
    "Why AI writing is so generic, boring, and dangerous: Semantic ablation"
  ],
  "textContent": "Claudio Nastruzzi: Why AI writing is so generic, boring, and dangerous: Semantic ablation\n\n> When an author uses AI for \"polishing\" a draft, they are not seeing improvement; they are witnessing semantic ablation. The AI identifies high-entropy clusters – the precise points where unique insights and \"blood\" reside – and systematically replaces them with the most probable, generic token sequences. What began as a jagged, precise Romanesque structure of stone is eroded into a polished, Baroque plastic shell: it looks \"clean\" to the casual eye, but its structural integrity – its \"ciccia\" – has been ablated to favor a hollow, frictionless aesthetic.\n\nI generally agree here. I sometimes use AI as an advanced spell and grammar check, but offloading your writing to it never really works out for creative writing.",
  "title": "Why I don't offload my writing to AI",
  "updatedAt": "2026-02-20T02:07:38.000Z"
}