webzuweb/epoche-shortcut-experiment

Epoche: teaching one model to bracket a shortcut prior A small, fully reproducible experiment on shortcut learning: a two-path classifier learns handwritten digits while a color prior is made correct in 99% of training examples. We then test whether the same model can be trained to temporarily "bracket" (switch off) that prior and fall back to evidence-only inference — an idea borrowed, loosely, from Husserl's epoche (ἐποχή, "suspension"). This repository contains the code… See the full description on the dataset page: https://huggingface.co/datasets/webzuweb/epoche-shortcut-experiment.