Baowen Liao

The Hidden Domestication of Probabilistic Fitting: The Individualization Fallacy and Extended‑Mark Cognitive Architecture

This preprint introduces the individualization fallacy, an original cognitive risk concept for generative large‑language models. Large models produce group‑averaged value narratives from massive corpora and mechanically apply statistical group conclusions onto unique individual real‑world situations. Ordinary cloud‑end...