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language models

  1. The Residual

    An inference engineer asked to prove that a novelist's estate model isn't autocomplete discovers, by running the same tool on her real books, that her voice lives entirely in the words a cheap model cannot guess — and that tuning for speed has been quietly rubbing them out.

  2. The Oldest Layer

    A woman whose surname was scraped four hundred thousand times from her grandmother's parish archive earns a single, permanently mis-trained token in every major language model — and can be read perfectly by none of them.